BibTeX records: Reda Alhajj

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@article{DBLP:journals/mbec/SailunazAORA24,
  author       = {Kashfia Sailunaz and
                  Sleiman Alhajj and
                  Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {A survey on brain tumor image analysis},
  journal      = {Medical Biol. Eng. Comput.},
  volume       = {62},
  number       = {1},
  pages        = {1--45},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11517-023-02873-4},
  doi          = {10.1007/S11517-023-02873-4},
  timestamp    = {Tue, 16 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mbec/SailunazAORA24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/KaratayBSOA24,
  author       = {Busra Karatay and
                  Deniz Bestepe and
                  Kashfia Sailunaz and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {CNN-Transformer based emotion classification from facial expressions
                  and body gestures},
  journal      = {Multim. Tools Appl.},
  volume       = {83},
  number       = {8},
  pages        = {23129--23171},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11042-023-16342-5},
  doi          = {10.1007/S11042-023-16342-5},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mta/KaratayBSOA24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/PekOEOA23,
  author       = {Reyhan Zeynep Pek and
                  Sibel Tariyan {\"{O}}zyer and
                  Tarek Elhage and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {The Role of Machine Learning in Identifying Students At-Risk and Minimizing
                  Failure},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {1224--1243},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2022.3232984},
  doi          = {10.1109/ACCESS.2022.3232984},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/PekOEOA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/HasibAKMSMYJAR23,
  author       = {Khan Md. Hasib and
                  Sami Azam and
                  Asif Karim and
                  Ahmed Al Marouf and
                  F. M. Javed Mehedi Shamrat and
                  Sidratul Montaha and
                  Kheng Cher Yeo and
                  Mirjam Jonkman and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {{MCNN-LSTM:} Combining {CNN} and {LSTM} to Classify Multi-Class Text
                  in Imbalanced News Data},
  journal      = {{IEEE} Access},
  volume       = {11},
  pages        = {93048--93063},
  year         = {2023},
  url          = {https://doi.org/10.1109/ACCESS.2023.3309697},
  doi          = {10.1109/ACCESS.2023.3309697},
  timestamp    = {Thu, 14 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/HasibAKMSMYJAR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iajit/ZavalsizASOA23,
  author       = {Muhammed Talha Zavalsiz and
                  Sleiman Alhajj and
                  Kashfia Sailunaz and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {A comparative study of different pre-trained deep learning models
                  and custom {CNN} for pancreatic tumor detection},
  journal      = {Int. Arab J. Inf. Technol.},
  volume       = {20},
  number       = {3A},
  pages        = {515--526},
  year         = {2023},
  url          = {https://doi.org/10.34028/iajit/20/3A/9},
  doi          = {10.34028/IAJIT/20/3A/9},
  timestamp    = {Mon, 05 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iajit/ZavalsizASOA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/SailunazORA23,
  author       = {Kashfia Sailunaz and
                  Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {A survey of machine learning-based methods for {COVID-19} medical
                  image analysis},
  journal      = {Medical Biol. Eng. Comput.},
  volume       = {61},
  number       = {6},
  pages        = {1257--1297},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11517-022-02758-y},
  doi          = {10.1007/S11517-022-02758-Y},
  timestamp    = {Wed, 24 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mbec/SailunazORA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OzyerARSJBAK23,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Kashfia Sailunaz and
                  Gabriela Jurca and
                  Deniz Bestepe and
                  Lama Alhajj and
                  Busra Kartay},
  editor       = {B. Aditya Prakash and
                  Dong Wang and
                  Tim Weninger},
  title        = {KoExPubMed: {A} Tool for Effective and Customized Knowledge Extraction
                  from PubMed},
  booktitle    = {Proceedings of the International Conference on Advances in Social
                  Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
                  6-9, 2023},
  pages        = {431--435},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3625007.3629127},
  doi          = {10.1145/3625007.3629127},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/OzyerARSJBAK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OzyerYARSA23,
  author       = {Tansel {\"{O}}zyer and
                  G{\"{o}}zde Yurtdas and
                  Loubaba Alhajj and
                  Jon G. Rokne and
                  Kashfia Sailunaz and
                  Reda Alhajj},
  editor       = {B. Aditya Prakash and
                  Dong Wang and
                  Tim Weninger},
  title        = {Creating a Learning Profile by Using Face and Emotion Recognition},
  booktitle    = {Proceedings of the International Conference on Advances in Social
                  Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
                  6-9, 2023},
  pages        = {551--557},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3625007.3627339},
  doi          = {10.1145/3625007.3627339},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/OzyerYARSA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OzyerPZSAARAS23,
  author       = {Tansel {\"{O}}zyer and
                  Reyhan Zeynep Pek and
                  Muhammed Talha Zavalsiz and
                  Melis Serdar and
                  Sleiman Alhajj and
                  Lama Alhajj and
                  Jon G. Rokne and
                  Reda Alhajj and
                  Kashfia Sailunaz},
  editor       = {B. Aditya Prakash and
                  Dong Wang and
                  Tim Weninger},
  title        = {Investigating The Roles of microRNAs / lncRNAs in Characterizing Breast
                  Cancer Subtypes and Prognosis},
  booktitle    = {Proceedings of the International Conference on Advances in Social
                  Networks Analysis and Mining, {ASONAM} 2023, Kusadasi, Turkey, November
                  6-9, 2023},
  pages        = {588--595},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3625007.3627340},
  doi          = {10.1145/3625007.3627340},
  timestamp    = {Mon, 01 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/OzyerPZSAARAS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccece/MaroufARGB23,
  author       = {Ahmed Al Marouf and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Sunita Ghose and
                  Tarek A. Bismar},
  title        = {Exploring Gene Expression and Clinical Data for Identifying Prostate
                  Cancer Severity Levels using Machine Learning Methods},
  booktitle    = {{IEEE} Canadian Conference on Electrical and Computer Engineering,
                  {CCECE} 2023, Regina, SK, Canada, September 24-27, 2023},
  pages        = {186--191},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CCECE58730.2023.10288946},
  doi          = {10.1109/CCECE58730.2023.10288946},
  timestamp    = {Thu, 09 Nov 2023 15:01:12 +0100},
  biburl       = {https://dblp.org/rec/conf/ccece/MaroufARGB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/MalkawiA23,
  author       = {Malek Malkawi and
                  Reda Alhajj},
  title        = {Real-time web-based International Flight Tickets Recommendation System
                  via Apache Spark},
  booktitle    = {24th {IEEE} International Conference on Information Reuse and Integration
                  for Data Science, {IRI} 2023, Bellevue, WA, USA, August 4-6, 2023},
  pages        = {279--282},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IRI58017.2023.00055},
  doi          = {10.1109/IRI58017.2023.00055},
  timestamp    = {Fri, 08 Sep 2023 15:28:12 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/MalkawiA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bibm/2023,
  editor       = {Xingpeng Jiang and
                  Haiying Wang and
                  Reda Alhajj and
                  Xiaohua Hu and
                  Felix Engel and
                  Mufti Mahmud and
                  Nadia Pisanti and
                  Xuefeng Cui and
                  Hong Song},
  title        = {{IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2023, Istanbul, Turkiye, December 5-8, 2023},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/BIBM58861.2023},
  doi          = {10.1109/BIBM58861.2023},
  isbn         = {979-8-3503-3748-8},
  timestamp    = {Thu, 14 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/2023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdcc/MaroufRA22,
  author       = {Ahmed Al Marouf and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Detecting and Understanding Sentiment Trends and Emotion Patterns
                  of Twitter Users - {A} Study on the Demise of a Bollywood Celebrity},
  journal      = {Big Data Cogn. Comput.},
  volume       = {6},
  number       = {4},
  pages        = {129},
  year         = {2022},
  url          = {https://doi.org/10.3390/bdcc6040129},
  doi          = {10.3390/BDCC6040129},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bdcc/MaroufRA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/SailunazKA22,
  author       = {Kashfia Sailunaz and
                  Jalal Kawash and
                  Reda Alhajj},
  title        = {Tweet and user validation with supervised feature ranking and rumor
                  classification},
  journal      = {Multim. Tools Appl.},
  volume       = {81},
  number       = {22},
  pages        = {31907--31927},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11042-022-12616-6},
  doi          = {10.1007/S11042-022-12616-6},
  timestamp    = {Wed, 24 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mta/SailunazKA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/YurtdasAOOKA22,
  author       = {G{\"{o}}zde Yurtdas and
                  Kagan Aslan and
                  Sibel Tariyan {\"{O}}zyer and
                  Tansel {\"{O}}zyer and
                  Mehmet Kaya and
                  Reda Alhajj},
  title        = {A Prediction Approach for the Functional Effects of Non-Coding Gene
                  Variants},
  booktitle    = {International Arab Conference on Information Technology, {ACIT} 2022,
                  Abu Dhabi, United Arab Emirates, November 22-24, 2022},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACIT57182.2022.9994094},
  doi          = {10.1109/ACIT57182.2022.9994094},
  timestamp    = {Wed, 11 Jan 2023 17:54:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acit3/YurtdasAOOKA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/ZavalsizASOA22,
  author       = {Muhammed Talha Zavalsiz and
                  Sleiman Alhajj and
                  Kashfia Sailunaz and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Pancreatic Tumor Detection by Convolutional Neural Networks},
  booktitle    = {International Arab Conference on Information Technology, {ACIT} 2022,
                  Abu Dhabi, United Arab Emirates, November 22-24, 2022},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACIT57182.2022.9994181},
  doi          = {10.1109/ACIT57182.2022.9994181},
  timestamp    = {Wed, 11 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/acit3/ZavalsizASOA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/UcerOA22,
  author       = {Serkan {\"{U}}{\c{c}}er and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Classes versus Communities: Outlier Detection and Removal in Tabular
                  Datasets via Social Network Analysis (ClaCO)},
  booktitle    = {{IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
                  2022},
  pages        = {316--323},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ASONAM55673.2022.10068694},
  doi          = {10.1109/ASONAM55673.2022.10068694},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/UcerOA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AfraORA22,
  author       = {Salim Afra and
                  Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {NetDriller-V3: {A} Powerful Social Network Analysis Tool},
  booktitle    = {{IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
                  2022},
  pages        = {570--574},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ASONAM55673.2022.10068570},
  doi          = {10.1109/ASONAM55673.2022.10068570},
  timestamp    = {Fri, 31 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/AfraORA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brain/SailunazBAORA22,
  author       = {Kashfia Sailunaz and
                  Deniz Bestepe and
                  Sleiman Alhajj and
                  Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {Mufti Mahmud and
                  Jing He and
                  Stefano Vassanelli and
                  Andr{\'{e}} Van Zundert and
                  Ning Zhong},
  title        = {Convex Hull in Brain Tumor Segmentation},
  booktitle    = {Brain Informatics - 15th International Conference, {BI} 2022, Padua,
                  Italy, July 15-17, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13406},
  pages        = {210--225},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-15037-1\_18},
  doi          = {10.1007/978-3-031-15037-1\_18},
  timestamp    = {Thu, 25 Aug 2022 08:35:30 +0200},
  biburl       = {https://dblp.org/rec/conf/brain/SailunazBAORA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03120,
  author       = {Gulsade Rabia Cakmak and
                  Ibrahim Ethem Hamamci and
                  Mehmet Kursat Yilmaz and
                  Reda Alhajj and
                  Ibrahim Azboy and
                  Mehmet Kemal {\"{O}}zdemir},
  title        = {AutoCOR: Autonomous Condylar Offset Ratio Calculator on TKA-Postoperative
                  Lateral Knee X-ray},
  journal      = {CoRR},
  volume       = {abs/2204.03120},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.03120},
  doi          = {10.48550/ARXIV.2204.03120},
  eprinttype    = {arXiv},
  eprint       = {2204.03120},
  timestamp    = {Tue, 12 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-03120.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/IslamKAZ21,
  author       = {Md. Milon Islam and
                  Fakhri Karray and
                  Reda Alhajj and
                  Jia Zeng},
  title        = {A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus
                  {(COVID-19)}},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {30551--30572},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3058537},
  doi          = {10.1109/ACCESS.2021.3058537},
  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/IslamKAZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/JaradaRA21,
  author       = {Tamer N. Jarada and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {{SNF-NN:} computational method to predict drug-disease interactions
                  using similarity network fusion and neural networks},
  journal      = {{BMC} Bioinform.},
  volume       = {22},
  number       = {1},
  pages        = {28},
  year         = {2021},
  url          = {https://doi.org/10.1186/s12859-020-03950-3},
  doi          = {10.1186/S12859-020-03950-3},
  timestamp    = {Wed, 27 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/JaradaRA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jis/AfraA21,
  author       = {Salim Afra and
                  Reda Alhajj},
  title        = {Integrated framework for criminal network extraction from Web},
  journal      = {J. Inf. Sci.},
  volume       = {47},
  number       = {2},
  year         = {2021},
  url          = {https://doi.org/10.1177/0165551519888606},
  doi          = {10.1177/0165551519888606},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jis/AfraA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/JaradaRA21,
  author       = {Tamer N. Jarada and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {{SNF-CVAE:} Computational method to predict drug-disease interactions
                  using similarity network fusion and collective variational autoencoder},
  journal      = {Knowl. Based Syst.},
  volume       = {212},
  pages        = {106585},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.knosys.2020.106585},
  doi          = {10.1016/J.KNOSYS.2020.106585},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/JaradaRA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/OzyerSA21,
  author       = {Tansel {\"{O}}zyer and
                  Ak Duygu Selin and
                  Reda Alhajj},
  title        = {Human action recognition approaches with video datasets - {A} survey},
  journal      = {Knowl. Based Syst.},
  volume       = {222},
  pages        = {106995},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.knosys.2021.106995},
  doi          = {10.1016/J.KNOSYS.2021.106995},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/OzyerSA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/AliHOA21,
  author       = {Nawazish Ali and
                  Imran Hasan and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Driver Drowsiness Detection by Employing {CNN} and Dlib},
  booktitle    = {22nd International Arab Conference on Information Technology, {ACIT}
                  2021, Muscat, Oman, December 21-23, 2021},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACIT53391.2021.9677197},
  doi          = {10.1109/ACIT53391.2021.9677197},
  timestamp    = {Wed, 26 Jan 2022 22:30:09 +0100},
  biburl       = {https://dblp.org/rec/conf/acit3/AliHOA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acit3/ElgammalBHEOA21,
  author       = {Ziad Elgammal and
                  Abdullah Barmu and
                  Hamza Hassan and
                  Khaled Elgammal and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Matching Applicants with Positions for Better Allocation of Employees
                  in the Job Market},
  booktitle    = {22nd International Arab Conference on Information Technology, {ACIT}
                  2021, Muscat, Oman, December 21-23, 2021},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACIT53391.2021.9677374},
  doi          = {10.1109/ACIT53391.2021.9677374},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acit3/ElgammalBHEOA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KardasBOA21,
  author       = {Berk Kardas and
                  Ismail Erdem Bayar and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Michele Coscia and
                  Alfredo Cuzzocrea and
                  Kai Shu and
                  Ralf Klamma and
                  Sharyn O'Halloran and
                  Jon G. Rokne},
  title        = {Detecting spam tweets using machine learning and effective preprocessing},
  booktitle    = {{ASONAM} '21: International Conference on Advances in Social Networks
                  Analysis and Mining, Virtual Event, The Netherlands, November 8 -
                  11, 2021},
  pages        = {393--398},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3487351.3490968},
  doi          = {10.1145/3487351.3490968},
  timestamp    = {Mon, 24 Jan 2022 09:34:23 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/KardasBOA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZirbilekEOA21,
  author       = {Nadir Emre Zirbilek and
                  Mustafa Erakin and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Michele Coscia and
                  Alfredo Cuzzocrea and
                  Kai Shu and
                  Ralf Klamma and
                  Sharyn O'Halloran and
                  Jon G. Rokne},
  title        = {Hot topic detection and evaluation of multi-relation effects},
  booktitle    = {{ASONAM} '21: International Conference on Advances in Social Networks
                  Analysis and Mining, Virtual Event, The Netherlands, November 8 -
                  11, 2021},
  pages        = {416--422},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3487351.3490972},
  doi          = {10.1145/3487351.3490972},
  timestamp    = {Mon, 24 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ZirbilekEOA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AlbrijawiIA21,
  author       = {M. Taleb Albrijawi and
                  Amrou Haj Ibrahim and
                  Reda Alhajj},
  editor       = {Michele Coscia and
                  Alfredo Cuzzocrea and
                  Kai Shu and
                  Ralf Klamma and
                  Sharyn O'Halloran and
                  Jon G. Rokne},
  title        = {Predictions of drug metabolism pathways through {CYP} 3A4 enzyme by
                  analysing drug-target interactions network graph},
  booktitle    = {{ASONAM} '21: International Conference on Advances in Social Networks
                  Analysis and Mining, Virtual Event, The Netherlands, November 8 -
                  11, 2021},
  pages        = {495--501},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3487351.3490959},
  doi          = {10.1145/3487351.3490959},
  timestamp    = {Mon, 24 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/AlbrijawiIA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/MalkawiOA21,
  author       = {Malek Malkawi and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Michele Coscia and
                  Alfredo Cuzzocrea and
                  Kai Shu and
                  Ralf Klamma and
                  Sharyn O'Halloran and
                  Jon G. Rokne},
  title        = {Automation of active reconnaissance phase: an automated API-based
                  port and vulnerability scanner},
  booktitle    = {{ASONAM} '21: International Conference on Advances in Social Networks
                  Analysis and Mining, Virtual Event, The Netherlands, November 8 -
                  11, 2021},
  pages        = {622--629},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3487351.3492720},
  doi          = {10.1145/3487351.3492720},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/MalkawiOA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/SarhanRA21,
  author       = {Abdullah Sarhan and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {Nicolas Tsapatsoulis and
                  Andreas Panayides and
                  Theo Theocharides and
                  Andreas Lanitis and
                  Constantinos S. Pattichis and
                  Mario Vento},
  title        = {{H-OCS:} {A} Hybrid Optic Cup Segmentation of Retinal Images},
  booktitle    = {Computer Analysis of Images and Patterns - 19th International Conference,
                  {CAIP} 2021, Virtual Event, September 28-30, 2021, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13052},
  pages        = {123--134},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-89128-2\_12},
  doi          = {10.1007/978-3-030-89128-2\_12},
  timestamp    = {Wed, 03 Nov 2021 16:14:43 +0100},
  biburl       = {https://dblp.org/rec/conf/caip/SarhanRA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/Xylogiannopoulos20,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {A password creation and validation system for social media platforms
                  based on big data analytics},
  journal      = {J. Ambient Intell. Humaniz. Comput.},
  volume       = {11},
  number       = {1},
  pages        = {53--73},
  year         = {2020},
  url          = {https://doi.org/10.1007/s12652-019-01172-x},
  doi          = {10.1007/S12652-019-01172-X},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jaihc/Xylogiannopoulos20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/JaradaRA20,
  author       = {Tamer N. Jarada and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {A review of computational drug repositioning: strategies, approaches,
                  opportunities, challenges, and directions},
  journal      = {J. Cheminformatics},
  volume       = {12},
  number       = {1},
  pages        = {46},
  year         = {2020},
  url          = {https://doi.org/10.1186/s13321-020-00450-7},
  doi          = {10.1186/S13321-020-00450-7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcheminf/JaradaRA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/SarhanAGSRAC20,
  author       = {Abdullah Sarhan and
                  Ali Al{-}Khaz{\'{A}}ly and
                  Adam Gorner and
                  Andrew Swift and
                  Jon G. Rokne and
                  Reda Alhajj and
                  Andrew Crichton},
  editor       = {Hiroshi Ishikawa and
                  Cheng{-}Lin Liu and
                  Tom{\'{a}}s Pajdla and
                  Jianbo Shi},
  title        = {Utilizing Transfer Learning and a Customized Loss Function for Optic
                  Disc Segmentation from Retinal Images},
  booktitle    = {Computer Vision - {ACCV} 2020 - 15th Asian Conference on Computer
                  Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected
                  Papers, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12626},
  pages        = {687--703},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-69541-5\_41},
  doi          = {10.1007/978-3-030-69541-5\_41},
  timestamp    = {Tue, 02 Mar 2021 08:39:11 +0100},
  biburl       = {https://dblp.org/rec/conf/accv/SarhanAGSRAC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OzyerSA20,
  author       = {Tansel {\"{O}}zyer and
                  Ak Duygu Selin and
                  Reda Alhajj},
  editor       = {Martin Atzm{\"{u}}ller and
                  Michele Coscia and
                  Rokia Missaoui},
  title        = {Recent Trends in Emotion Analysis: {A} Big Data Analysis Perspective},
  booktitle    = {{IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
                  7-10, 2020},
  pages        = {710--714},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ASONAM49781.2020.9381441},
  doi          = {10.1109/ASONAM49781.2020.9381441},
  timestamp    = {Wed, 07 Apr 2021 18:33:30 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/OzyerSA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SarhanRAC20,
  author       = {Abdullah Sarhan and
                  Jon G. Rokne and
                  Reda Alhajj and
                  Andrew Crichton},
  title        = {Transfer Learning Through Weighted Loss Function and Group Normalization
                  for Vessel Segmentation from Retinal Images},
  booktitle    = {25th International Conference on Pattern Recognition, {ICPR} 2020,
                  Virtual Event / Milan, Italy, January 10-15, 2021},
  pages        = {9211--9218},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICPR48806.2021.9412378},
  doi          = {10.1109/ICPR48806.2021.9412378},
  timestamp    = {Fri, 07 May 2021 08:42:33 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/SarhanRAC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-04815,
  author       = {Md. Milon Islam and
                  Fakhri Karray and
                  Reda Alhajj and
                  Jia Zeng},
  title        = {A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus
                  {(COVID-19)}},
  journal      = {CoRR},
  volume       = {abs/2008.04815},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.04815},
  eprinttype    = {arXiv},
  eprint       = {2008.04815},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-04815.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00583,
  author       = {Abdullah Sarhan and
                  Ali Al{-}Khaz{\'{A}}ly and
                  Adam Gorner and
                  Andrew Swift and
                  Jon G. Rokne and
                  Reda Alhajj and
                  Andrew Crichton},
  title        = {Utilizing Transfer Learning and a Customized Loss Function for Optic
                  Disc Segmentation from Retinal Images},
  journal      = {CoRR},
  volume       = {abs/2010.00583},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.00583},
  eprinttype    = {arXiv},
  eprint       = {2010.00583},
  timestamp    = {Tue, 13 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-00583.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09250,
  author       = {Abdullah Sarhan and
                  Jon G. Rokne and
                  Reda Alhajj and
                  Andrew Crichton},
  title        = {Transfer Learning Through Weighted Loss Function and Group Normalization
                  for Vessel Segmentation from Retinal Images},
  journal      = {CoRR},
  volume       = {abs/2012.09250},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.09250},
  eprinttype    = {arXiv},
  eprint       = {2012.09250},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-09250.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/SarhanRA19,
  author       = {Abdullah Sarhan and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Glaucoma detection using image processing techniques: {A} literature
                  review},
  journal      = {Comput. Medical Imaging Graph.},
  volume       = {78},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.compmedimag.2019.101657},
  doi          = {10.1016/J.COMPMEDIMAG.2019.101657},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmig/SarhanRA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/OzsoyPA19,
  author       = {Makbule Gulcin Ozsoy and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Effective induction of gene regulatory networks using a novel recommendation
                  method},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {22},
  number       = {2},
  pages        = {91--112},
  year         = {2019},
  url          = {https://doi.org/10.1504/IJDMB.2019.099714},
  doi          = {10.1504/IJDMB.2019.099714},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdmb/OzsoyPA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/SailunazA19,
  author       = {Kashfia Sailunaz and
                  Reda Alhajj},
  title        = {Emotion and sentiment analysis from Twitter text},
  journal      = {J. Comput. Sci.},
  volume       = {36},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.jocs.2019.05.009},
  doi          = {10.1016/J.JOCS.2019.05.009},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jocs/SailunazA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/AksacOA19,
  author       = {Alper Aksa{\c{c}} and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {CutESC: Cutting edge spatial clustering technique based on proximity
                  graphs},
  journal      = {Pattern Recognit.},
  volume       = {96},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.patcog.2019.06.014},
  doi          = {10.1016/J.PATCOG.2019.06.014},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/AksacOA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/LooiDAR19,
  author       = {Wenli Looi and
                  Manmeet Dhaliwal and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Recommender System for Items in Dota 2},
  journal      = {{IEEE} Trans. Games},
  volume       = {11},
  number       = {4},
  pages        = {396--404},
  year         = {2019},
  url          = {https://doi.org/10.1109/TG.2018.2844121},
  doi          = {10.1109/TG.2018.2844121},
  timestamp    = {Wed, 15 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tciaig/LooiDAR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Xylogiannopoulos19,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Francesca Spezzano and
                  Wei Chen and
                  Xiaokui Xiao},
  title        = {Multivariate motif detection in local weather big data},
  booktitle    = {{ASONAM} '19: International Conference on Advances in Social Networks
                  Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
                  2019},
  pages        = {749--756},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3341161.3343518},
  doi          = {10.1145/3341161.3343518},
  timestamp    = {Sat, 09 Apr 2022 12:39:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/Xylogiannopoulos19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Xylogiannopoulos19b,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Francesca Spezzano and
                  Wei Chen and
                  Xiaokui Xiao},
  title        = {Text mining for malware classification using multivariate all repeated
                  patterns detection},
  booktitle    = {{ASONAM} '19: International Conference on Advances in Social Networks
                  Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
                  2019},
  pages        = {887--894},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3341161.3350841},
  doi          = {10.1145/3341161.3350841},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/Xylogiannopoulos19b.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/VuralKA19,
  author       = {H{\"{u}}seyin Vural and
                  Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Francesca Spezzano and
                  Wei Chen and
                  Xiaokui Xiao},
  title        = {A model based on random walk with restart to predict circRNA-disease
                  associations on heterogeneous network},
  booktitle    = {{ASONAM} '19: International Conference on Advances in Social Networks
                  Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
                  2019},
  pages        = {929--932},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3341161.3343514},
  doi          = {10.1145/3341161.3343514},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/VuralKA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/CressyPWA19,
  author       = {Satara Cressy and
                  Brenda Pham and
                  Hannah Wright and
                  Reda Alhajj},
  editor       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Detecting Canadian Internet Satisfaction by Analyzing Twitter Accounts
                  of Shaw Communications - Analyzing Twitter Accounts of Shaw Communications},
  booktitle    = {Influence and Behavior Analysis in Social Networks and Social Media},
  series       = {Lecture Notes in Social Networks},
  pages        = {105--126},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-02592-2\_6},
  doi          = {10.1007/978-3-030-02592-2\_6},
  timestamp    = {Mon, 17 Dec 2018 10:37:32 +0100},
  biburl       = {https://dblp.org/rec/series/lnsn/CressyPWA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lnsn/2019ka,
  editor       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Influence and Behavior Analysis in Social Networks and Social Media},
  series       = {Lecture Notes in Social Networks},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-02592-2},
  doi          = {10.1007/978-3-030-02592-2},
  isbn         = {978-3-030-02591-5},
  timestamp    = {Mon, 17 Dec 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lnsn/2019ka.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/OzsoyOPA18,
  author       = {Makbule Gulcin Ozsoy and
                  Tansel {\"{O}}zyer and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Realizing drug repositioning by adapting a recommendation system to
                  handle the process},
  journal      = {{BMC} Bioinform.},
  volume       = {19},
  number       = {1},
  pages        = {136:1--136:14},
  year         = {2018},
  url          = {https://doi.org/10.1186/s12859-018-2142-1},
  doi          = {10.1186/S12859-018-2142-1},
  timestamp    = {Thu, 18 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/OzsoyOPA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/OzsoyOPA18a,
  author       = {Makbule Gulcin Ozsoy and
                  Tansel {\"{O}}zyer and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Correction to: Realizing drug repositioning by adapting a recommendation
                  system to handle the process},
  journal      = {{BMC} Bioinform.},
  volume       = {19},
  number       = {1},
  pages        = {250:1},
  year         = {2018},
  url          = {https://doi.org/10.1186/s12859-018-2258-3},
  doi          = {10.1186/S12859-018-2258-3},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/OzsoyOPA18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/AghakhaniQA18,
  author       = {Sara Aghakhani and
                  Ala Qabaja and
                  Reda Alhajj},
  title        = {Integration of k-means clustering algorithm with network analysis
                  for drug-target interactions network prediction},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {20},
  number       = {3},
  pages        = {185--212},
  year         = {2018},
  url          = {https://doi.org/10.1504/IJDMB.2018.10016075},
  doi          = {10.1504/IJDMB.2018.10016075},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/AghakhaniQA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijebr/KeshavarzWRA18,
  author       = {Fatemeh Keshavarz and
                  Ayeshaa Abdul Waheed and
                  Btissam Rachdi and
                  Reda Alhajj},
  title        = {Review Spam Detection by Highlighting Potential Spammers and Diminishing
                  Their Effect},
  journal      = {Int. J. {E} Bus. Res.},
  volume       = {14},
  number       = {1},
  pages        = {54--76},
  year         = {2018},
  url          = {https://doi.org/10.4018/IJEBR.2018010104},
  doi          = {10.4018/IJEBR.2018010104},
  timestamp    = {Thu, 20 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijebr/KeshavarzWRA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SarhanRA18,
  author       = {Abdullah Sarhan and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Integrating flexibility and fuzziness into a question driven query
                  model},
  journal      = {Inf. Sci.},
  volume       = {430},
  pages        = {349--377},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.ins.2017.11.049},
  doi          = {10.1016/J.INS.2017.11.049},
  timestamp    = {Tue, 16 Jan 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/SarhanRA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ButunKA18,
  author       = {Ertan B{\"{u}}t{\"{u}}n and
                  Mehmet Kaya and
                  Reda Alhajj},
  title        = {Extension of neighbor-based link prediction methods for directed,
                  weighted and temporal social networks},
  journal      = {Inf. Sci.},
  volume       = {463-464},
  pages        = {152--165},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.ins.2018.06.051},
  doi          = {10.1016/J.INS.2018.06.051},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/ButunKA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/SailunazDRA18,
  author       = {Kashfia Sailunaz and
                  Manmeet Dhaliwal and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Emotion detection from text and speech: a survey},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {8},
  number       = {1},
  pages        = {28:1--28:26},
  year         = {2018},
  url          = {https://doi.org/10.1007/s13278-018-0505-2},
  doi          = {10.1007/S13278-018-0505-2},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/SailunazDRA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Xylogiannopoulos18,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Ulrik Brandes and
                  Chandan Reddy and
                  Andrea Tagarelli},
  title        = {Clickstream Analytics: An Experimental Analysis of the Amazon Users'
                  Simulated Monthly Traffic},
  booktitle    = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
                  2018},
  pages        = {841--848},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ASONAM.2018.8508353},
  doi          = {10.1109/ASONAM.2018.8508353},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/Xylogiannopoulos18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BulutKAK18,
  author       = {Betul Bulut and
                  Buket Kaya and
                  Reda Alhajj and
                  Mehmet Kaya},
  editor       = {Ulrik Brandes and
                  Chandan Reddy and
                  Andrea Tagarelli},
  title        = {A Paper Recommendation System Based on User's Research Interests},
  booktitle    = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
                  2018},
  pages        = {911--915},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ASONAM.2018.8508313},
  doi          = {10.1109/ASONAM.2018.8508313},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/BulutKAK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Xylogiannopoulos18a,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Ulrik Brandes and
                  Chandan Reddy and
                  Andrea Tagarelli},
  title        = {Text Mining for Plagiarism Detection: Multivariate Pattern Detection
                  for Recognition of Text Similarities},
  booktitle    = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
                  2018},
  pages        = {938--945},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ASONAM.2018.8508265},
  doi          = {10.1109/ASONAM.2018.8508265},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/Xylogiannopoulos18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/VuralKAK18,
  author       = {H{\"{u}}seyin Vural and
                  Buket Kaya and
                  Reda Alhajj and
                  Mehmet Kaya},
  editor       = {Ulrik Brandes and
                  Chandan Reddy and
                  Andrea Tagarelli},
  title        = {Prediction of New Potential Micro RNAs-Environmental Factor Associations
                  Based on {KATZ} Measure},
  booktitle    = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
                  2018},
  pages        = {1002--1006},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ASONAM.2018.8508356},
  doi          = {10.1109/ASONAM.2018.8508356},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/VuralKAK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciia/Alhajj18,
  author       = {Reda Alhajj},
  editor       = {Abdelmalek Amine and
                  Malek Mouhoub and
                  Otmane A{\"{\i}}t Mohamed and
                  Bachir Djebbar},
  title        = {Advanced Technology and Social Media Influence on Research, Industry
                  and Community},
  booktitle    = {Computational Intelligence and Its Applications - 6th {IFIP} {TC}
                  5 International Conference, {CIIA} 2018, Oran, Algeria, May 8-10,
                  2018, Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {522},
  pages        = {1--9},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-89743-1\_1},
  doi          = {10.1007/978-3-319-89743-1\_1},
  timestamp    = {Sat, 05 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ciia/Alhajj18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/KurtulmazAUOA18,
  author       = {Ekim Kurtulmaz and
                  Ravsan Aziz and
                  Ural Ucar and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Periodicity detection in turkish stock market},
  booktitle    = {26th Signal Processing and Communications Applications Conference,
                  {SIU} 2018, Izmir, Turkey, May 2-5, 2018},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/SIU.2018.8404289},
  doi          = {10.1109/SIU.2018.8404289},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/siu/KurtulmazAUOA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/JurcaARA18,
  author       = {Gabriela Jurca and
                  Omar Addam and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {Mehmet Kaya and
                  Jalal Kawash and
                  Suheil Khoury and
                  Min{-}Yuh Day},
  title        = {Diversity and Influence as Key Measures to Assess Candidates for Hiring
                  or Promotion in Academia},
  booktitle    = {Social Network Based Big Data Analysis and Applications},
  series       = {Lecture Notes in Social Networks},
  pages        = {85--103},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-78196-9\_4},
  doi          = {10.1007/978-3-319-78196-9\_4},
  timestamp    = {Wed, 14 Nov 2018 10:12:17 +0100},
  biburl       = {https://dblp.org/rec/series/lnsn/JurcaARA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/JurcaARA18a,
  author       = {Gabriela Jurca and
                  Omar Addam and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {Mehmet Kaya and
                  Jalal Kawash and
                  Suheil Khoury and
                  Min{-}Yuh Day},
  title        = {Timelines of Prostate Cancer Biomarkers},
  booktitle    = {Social Network Based Big Data Analysis and Applications},
  series       = {Lecture Notes in Social Networks},
  pages        = {105--121},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-78196-9\_5},
  doi          = {10.1007/978-3-319-78196-9\_5},
  timestamp    = {Wed, 16 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/JurcaARA18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/XylogiannopoulosKA18,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Mehmet Kaya and
                  Jalal Kawash and
                  Suheil Khoury and
                  Min{-}Yuh Day},
  title        = {Dynamic Pattern Detection for Big Data Stream Analytics},
  booktitle    = {Social Network Based Big Data Analysis and Applications},
  series       = {Lecture Notes in Social Networks},
  pages        = {183--200},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-78196-9\_9},
  doi          = {10.1007/978-3-319-78196-9\_9},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/XylogiannopoulosKA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/AfraA18,
  author       = {Salim Afra and
                  Reda Alhajj},
  editor       = {Mehmet Kaya and
                  Jalal Kawash and
                  Suheil Khoury and
                  Min{-}Yuh Day},
  title        = {Combining Feature Extraction and Clustering for Better Face Recognition},
  booktitle    = {Social Network Based Big Data Analysis and Applications},
  series       = {Lecture Notes in Social Networks},
  pages        = {223--241},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-78196-9\_11},
  doi          = {10.1007/978-3-319-78196-9\_11},
  timestamp    = {Wed, 16 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/AfraA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/enic/2017,
  editor       = {Reda Alhajj and
                  Heinz Ulrich Hoppe and
                  Tobias Hecking and
                  Piotr Br{\'{o}}dka and
                  Przemyslaw Kazienko},
  title        = {Network Intelligence Meets User Centered Social Media Networks [4th
                  European Network Intelligence Conference, {ENIC} 2017, Duisburg, Germany,
                  September 11-12, 2017]},
  series       = {Lecture Notes in Social Networks},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-90312-5},
  doi          = {10.1007/978-3-319-90312-5},
  isbn         = {978-3-319-90311-8},
  timestamp    = {Wed, 22 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/enic/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/snam/2018,
  editor       = {Reda Alhajj and
                  Jon G. Rokne},
  title        = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://www.springer.com/de/book/9781493971305},
  doi          = {10.1007/978-1-4614-6170-8},
  timestamp    = {Wed, 04 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/snam/2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ErdogduPA17,
  author       = {Utku Erdogdu and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Employing decomposable partially observable Markov decision processes
                  to control gene regulatory networks},
  journal      = {Artif. Intell. Medicine},
  volume       = {83},
  pages        = {14--34},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.artmed.2017.06.007},
  doi          = {10.1016/J.ARTMED.2017.06.007},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/ErdogduPA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/UcerKOA17,
  author       = {Serkan {\"{U}}{\c{c}}er and
                  Yunuscan Kocak and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Social network Analysis-based classifier (SNAc): {A} case study on
                  time course gene expression data},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {150},
  pages        = {73--84},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.cmpb.2017.06.015},
  doi          = {10.1016/J.CMPB.2017.06.015},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmpb/UcerKOA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcwt/Xylogiannopoulos17,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Advanced Network Data Analytics for Large-Scale DDoS Attack Detection},
  journal      = {Int. J. Cyber Warf. Terror.},
  volume       = {7},
  number       = {3},
  pages        = {44--54},
  year         = {2017},
  url          = {https://doi.org/10.4018/IJCWT.2017070104},
  doi          = {10.4018/IJCWT.2017070104},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijcwt/Xylogiannopoulos17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/SuleimanAAR17,
  author       = {Iyad Suleiman and
                  Maha Arslan and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {Prediction Model of School Readiness},
  journal      = {J. Inf. Knowl. Manag.},
  volume       = {16},
  number       = {3},
  pages        = {1750023:1--1750023:55},
  year         = {2017},
  url          = {https://doi.org/10.1142/S021964921750023X},
  doi          = {10.1142/S021964921750023X},
  timestamp    = {Wed, 24 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jikm/SuleimanAAR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/AksacOA17,
  author       = {Alper Aksa{\c{c}} and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Complex networks driven salient region detection based on superpixel
                  segmentation},
  journal      = {Pattern Recognit.},
  volume       = {66},
  pages        = {268--279},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.patcog.2017.01.010},
  doi          = {10.1016/J.PATCOG.2017.01.010},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/AksacOA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/SirinPA17,
  author       = {Utku Sirin and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Batch Mode TD({\(\lambda\)}) for Controlling Partially Observable
                  Gene Regulatory Networks},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {14},
  number       = {6},
  pages        = {1214--1227},
  year         = {2017},
  url          = {https://doi.org/10.1109/TCBB.2016.2595577},
  doi          = {10.1109/TCBB.2016.2595577},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/SirinPA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KassemYTWOA17,
  author       = {Ahmad Kassem and
                  Umut Ozan Yildirim and
                  Kadir Anil Turgut and
                  Uffe Kock Wiil and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Jana Diesner and
                  Elena Ferrari and
                  Guandong Xu},
  title        = {Effectiveness of Mobile Electrocardiogram in Healthcare: From Mobile
                  Application and Development to Community Reaction},
  booktitle    = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining 2017, Sydney, Australia, July
                  31 - August 03, 2017},
  pages        = {896--903},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3110025.3120985},
  doi          = {10.1145/3110025.3120985},
  timestamp    = {Sun, 02 Jun 2019 21:15:55 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/KassemYTWOA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ButunKA17,
  author       = {Ertan B{\"{u}}t{\"{u}}n and
                  Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Jana Diesner and
                  Elena Ferrari and
                  Guandong Xu},
  title        = {A Supervised Learning Method for Prediction Citation Count of Scientists
                  in Citation Networks},
  booktitle    = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining 2017, Sydney, Australia, July
                  31 - August 03, 2017},
  pages        = {952--958},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3110025.3110160},
  doi          = {10.1145/3110025.3110160},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ButunKA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ErdoganYSAOA17,
  author       = {Ahmet Enis Erdogan and
                  Tolga Yilmaz and
                  Onur Can Sert and
                  Mirun Aky{\"{u}}z and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Jana Diesner and
                  Elena Ferrari and
                  Guandong Xu},
  title        = {From Social Media Analysis to Ubiquitous Event Monitoring: The case
                  of Turkish Tweets},
  booktitle    = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining 2017, Sydney, Australia, July
                  31 - August 03, 2017},
  pages        = {1088--1095},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3110025.3120986},
  doi          = {10.1145/3110025.3120986},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ErdoganYSAOA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eisic/Xylogiannopoulos17,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Joel Brynielsson},
  title        = {Text Mining in Unclean, Noisy or Scrambled Datasets for Digital Forensics
                  Analytics},
  booktitle    = {European Intelligence and Security Informatics Conference, {EISIC}
                  2017, Athens, Greece, September 11-13, 2017},
  pages        = {76--83},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/EISIC.2017.19},
  doi          = {10.1109/EISIC.2017.19},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eisic/Xylogiannopoulos17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AghakhaniARC17,
  author       = {Sara Aghakhani and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Philip Chang},
  editor       = {Chengcui Zhang and
                  Balaji Palanisamy and
                  Latifur Khan and
                  Sahra Sedigh Sarvestani},
  title        = {An Effective LmRMR for Financial Variable Selection and its Applications},
  booktitle    = {2017 {IEEE} International Conference on Information Reuse and Integration,
                  {IRI} 2017, San Diego, CA, USA, August 4-6, 2017},
  pages        = {535--543},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/IRI.2017.35},
  doi          = {10.1109/IRI.2017.35},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/AghakhaniARC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/AfraAOA17,
  author       = {Salim Afra and
                  Alper Aksa{\c{c}} and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Jalal Kawash and
                  Nitin Agarwal and
                  Tansel {\"{O}}zyer},
  title        = {Link Prediction by Network Analysis},
  booktitle    = {Prediction and Inference from Social Networks and Social Media},
  series       = {Lecture Notes in Social Networks},
  pages        = {97--114},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-51049-1\_5},
  doi          = {10.1007/978-3-319-51049-1\_5},
  timestamp    = {Wed, 23 May 2018 12:49:36 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/AfraAOA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Xylogiannopoulos16,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Repeated patterns detection in big data using classification and parallelism
                  on {LERP} Reduced Suffix Arrays},
  journal      = {Appl. Intell.},
  volume       = {45},
  number       = {3},
  pages        = {567--597},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10489-016-0766-2},
  doi          = {10.1007/S10489-016-0766-2},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/Xylogiannopoulos16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/OzsoyPA16,
  author       = {Makbule Gulcin Ozsoy and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Making recommendations by integrating information from multiple social
                  networks},
  journal      = {Appl. Intell.},
  volume       = {45},
  number       = {4},
  pages        = {1047--1065},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10489-016-0803-1},
  doi          = {10.1007/S10489-016-0803-1},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/apin/OzsoyPA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SirinEPTA16,
  author       = {Utku Sirin and
                  Utku Erdogdu and
                  Faruk Polat and
                  Mehmet Tan and
                  Reda Alhajj},
  title        = {Effective gene expression data generation framework based on multi-model
                  approach},
  journal      = {Artif. Intell. Medicine},
  volume       = {70},
  pages        = {41--61},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.artmed.2016.05.003},
  doi          = {10.1016/J.ARTMED.2016.05.003},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/SirinEPTA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/KayaKA16,
  author       = {Mehmet Kaya and
                  Buket Kaya and
                  Reda Alhajj},
  title        = {A novel multi-objective genetic algorithm for multiple sequence alignment},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {14},
  number       = {2},
  pages        = {139--158},
  year         = {2016},
  url          = {https://doi.org/10.1504/IJDMB.2016.074684},
  doi          = {10.1504/IJDMB.2016.074684},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/KayaKA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/KocakOA16,
  author       = {Yunuscan Kocak and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Utilizing maximal frequent itemsets and social network analysis for
                  {HIV} data analysis},
  journal      = {J. Cheminformatics},
  volume       = {8},
  number       = {1},
  pages        = {71:1--71:15},
  year         = {2016},
  url          = {https://doi.org/10.1186/s13321-016-0184-9},
  doi          = {10.1186/S13321-016-0184-9},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcheminf/KocakOA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AddamCHRA16,
  author       = {Omar Addam and
                  Alan Chia{-}Lung Chen and
                  Winsor Hoang and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Foreign exchange data crawling and analysis for knowledge discovery
                  leading to informative decision making},
  journal      = {Knowl. Based Syst.},
  volume       = {102},
  pages        = {1--19},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.knosys.2016.03.005},
  doi          = {10.1016/J.KNOSYS.2016.03.005},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/AddamCHRA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OzsoyPA16,
  author       = {Makbule Gulcin Ozsoy and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Ravi Kumar and
                  James Caverlee and
                  Hanghang Tong},
  title        = {Time preference aware dynamic recommendation enhanced with location,
                  social network and temporal information},
  booktitle    = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
                  18-21, 2016},
  pages        = {909--916},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ASONAM.2016.7752347},
  doi          = {10.1109/ASONAM.2016.7752347},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/OzsoyPA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Xylogiannopoulos16,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Reda Alhajj and
                  Panagiotis Karampelas},
  editor       = {Ravi Kumar and
                  James Caverlee and
                  Hanghang Tong},
  title        = {Frequent and non-frequent pattern detection in big data streams: An
                  experimental simulation in 1 trillion data points},
  booktitle    = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
                  18-21, 2016},
  pages        = {931--938},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ASONAM.2016.7752351},
  doi          = {10.1109/ASONAM.2016.7752351},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/Xylogiannopoulos16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KocakOA16,
  author       = {Yunuscan Kocak and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Ravi Kumar and
                  James Caverlee and
                  Hanghang Tong},
  title        = {Classification of {HIV} data by constructing a social network with
                  frequent itemsets},
  booktitle    = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
                  18-21, 2016},
  pages        = {949--953},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ASONAM.2016.7752354},
  doi          = {10.1109/ASONAM.2016.7752354},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/KocakOA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ButunKA16,
  author       = {Ertan Butun and
                  Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Ravi Kumar and
                  James Caverlee and
                  Hanghang Tong},
  title        = {A new topological metric for link prediction in directed, weighted
                  and temporal networks},
  booktitle    = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
                  18-21, 2016},
  pages        = {954--959},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ASONAM.2016.7752355},
  doi          = {10.1109/ASONAM.2016.7752355},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ButunKA16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/OzturkAOA15,
  author       = {Orkun Ozturk and
                  Alper Aksa{\c{c}} and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Boosting real-time recognition of hand posture and gesture for virtual
                  mouse operations with segmentation},
  journal      = {Appl. Intell.},
  volume       = {43},
  number       = {4},
  pages        = {786--801},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10489-015-0680-z},
  doi          = {10.1007/S10489-015-0680-Z},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/OzturkAOA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShafiqAR15,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {On personalizing Web search using social network analysis},
  journal      = {Inf. Sci.},
  volume       = {314},
  pages        = {55--76},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.ins.2015.02.029},
  doi          = {10.1016/J.INS.2015.02.029},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/ShafiqAR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChenEGSAKA15,
  author       = {Alan Chia{-}Lung Chen and
                  Ahmad Elhajj and
                  Shang Gao and
                  Abdullah Sarhan and
                  Salim Afra and
                  Ahmad Kassem and
                  Reda Alhajj},
  title        = {Approximating the maximum common subgraph isomorphism problem with
                  a weighted graph},
  journal      = {Knowl. Based Syst.},
  volume       = {85},
  pages        = {265--276},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.knosys.2015.05.012},
  doi          = {10.1016/J.KNOSYS.2015.05.012},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/ChenEGSAKA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/MoshirpourEAF15,
  author       = {Mohammad Moshirpour and
                  Shimaa M. El{-}Sherif and
                  Reda Alhajj and
                  Behrouz H. Far},
  title        = {Verification of lack of emergent behavior in extending a social network
                  of agents},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {5},
  number       = {1},
  pages        = {1:1--1:13},
  year         = {2015},
  url          = {https://doi.org/10.1007/s13278-014-0242-0},
  doi          = {10.1007/S13278-014-0242-0},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/MoshirpourEAF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sp/KazienkoAS15,
  author       = {Przemyslaw Kazienko and
                  Reda Alhajj and
                  Jaideep Srivastava},
  title        = {Computational Aspects of Social Network Analysis},
  journal      = {Sci. Program.},
  volume       = {2015},
  pages        = {961610:1--961610:2},
  year         = {2015},
  url          = {https://doi.org/10.1155/2015/961610},
  doi          = {10.1155/2015/961610},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sp/KazienkoAS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LekeaKXA15,
  author       = {Ioanna K. Lekea and
                  Panagiotis Karampelas and
                  Konstantinos F. Xylogiannopoulos and
                  Reda Alhajj},
  editor       = {Jian Pei and
                  Fabrizio Silvestri and
                  Jie Tang},
  title        = {Tactics, weapons, targets and rationale behind the actions of the
                  mostly operational terrorist groups across Europe},
  booktitle    = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
                  August 25 - 28, 2015},
  pages        = {1010--1016},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2808797.2809314},
  doi          = {10.1145/2808797.2809314},
  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/LekeaKXA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Xylogiannopoulos15,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Jian Pei and
                  Fabrizio Silvestri and
                  Jie Tang},
  title        = {Sequential All Frequent Itemsets Detection: {A} Method to Detect All
                  Frequent Sequential Itemsets Using LERP-Reduced Suffix Array Data
                  Structure and ARPaD Algorithm},
  booktitle    = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
                  August 25 - 28, 2015},
  pages        = {1141--1148},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2808797.2809301},
  doi          = {10.1145/2808797.2809301},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/Xylogiannopoulos15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/JawedKA15,
  author       = {Mujtaba Jawed and
                  Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Jian Pei and
                  Fabrizio Silvestri and
                  Jie Tang},
  title        = {Time Frame based Link Prediction in Directed Citation Networks},
  booktitle    = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
                  August 25 - 28, 2015},
  pages        = {1162--1168},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2808797.2809323},
  doi          = {10.1145/2808797.2809323},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/JawedKA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OzsoyPA15,
  author       = {Makbule Gulcin Ozsoy and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Jian Pei and
                  Fabrizio Silvestri and
                  Jie Tang},
  title        = {Modeling Individuals and Making Recommendations Using Multiple Social
                  Networks},
  booktitle    = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
                  in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
                  August 25 - 28, 2015},
  pages        = {1184--1191},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2808797.2808898},
  doi          = {10.1145/2808797.2808898},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/OzsoyPA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/OzsoyPA15,
  author       = {Makbule Gulcin Ozsoy and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Jun Huan and
                  Satoru Miyano and
                  Amarda Shehu and
                  Xiaohua Tony Hu and
                  Bin Ma and
                  Sanguthevar Rajasekaran and
                  Vijay K. Gombar and
                  Matthieu{-}P. Schapranow and
                  Illhoi Yoo and
                  Jiayu Zhou and
                  Brian Chen and
                  Vinay Pai and
                  Brian G. Pierce},
  title        = {Inference of gene regulatory networks via multiple data sources and
                  a recommendation method},
  booktitle    = {2015 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2015, Washington, DC, USA, November 9-12, 2015},
  pages        = {661--664},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BIBM.2015.7359764},
  doi          = {10.1109/BIBM.2015.7359764},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/OzsoyPA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/GaoZLWZWA15,
  author       = {Shang Gao and
                  W. Y. Zou and
                  Yuanyuan Liu and
                  Xingwang Wang and
                  Y. Zhuang and
                  X. W. Wei and
                  Reda Alhajj},
  editor       = {Jun Huan and
                  Satoru Miyano and
                  Amarda Shehu and
                  Xiaohua Tony Hu and
                  Bin Ma and
                  Sanguthevar Rajasekaran and
                  Vijay K. Gombar and
                  Matthieu{-}P. Schapranow and
                  Illhoi Yoo and
                  Jiayu Zhou and
                  Brian Chen and
                  Vinay Pai and
                  Brian G. Pierce},
  title        = {Integrating multiple sources of genomic data by multiplex network
                  reconstruction},
  booktitle    = {2015 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2015, Washington, DC, USA, November 9-12, 2015},
  pages        = {1672--1677},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BIBM.2015.7359926},
  doi          = {10.1109/BIBM.2015.7359926},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/GaoZLWZWA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/Xylogiannopoulos15,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Slimane Hammoudi and
                  Leszek A. Maciaszek and
                  Ernest Teniente},
  title        = {Discretization Method for the Detection of Local Extrema and Trends
                  in Non-discrete Time Series},
  booktitle    = {{ICEIS} 2015 - Proceedings of the 17th International Conference on
                  Enterprise Information Systems, Volume 1, Barcelona, Spain, 27-30
                  April, 2015},
  pages        = {346--352},
  publisher    = {SciTePress},
  year         = {2015},
  url          = {https://doi.org/10.5220/0005401203460352},
  doi          = {10.5220/0005401203460352},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/Xylogiannopoulos15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semco/ShafiqAR15,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Mohan S. Kankanhalli and
                  Tao Li and
                  Wei Wang},
  title        = {Reducing search space for Web Service ranking using semantic logs
                  and Semantic FP-Tree based association rule mining},
  booktitle    = {Proceedings of the 9th {IEEE} International Conference on Semantic
                  Computing, {ICSC} 2015, Anaheim, CA, USA, February 7-9, 2015},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICOSC.2015.7050771},
  doi          = {10.1109/ICOSC.2015.7050771},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/semco/ShafiqAR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AhmedPGA15,
  author       = {Faisal Ahmed and
                  Padma Polash Paul and
                  Marina L. Gavrilova and
                  Reda Alhajj},
  title        = {Weighted Fusion of Bit Plane-Specific Local Image Descriptors for
                  Facial Expression Recognition},
  booktitle    = {2015 {IEEE} International Conference on Systems, Man, and Cybernetics,
                  Kowloon Tong, Hong Kong, October 9-12, 2015},
  pages        = {1852--1857},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/SMC.2015.324},
  doi          = {10.1109/SMC.2015.324},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/AhmedPGA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/PaulGA15,
  author       = {Padma Polash Paul and
                  Marina L. Gavrilova and
                  Reda Alhajj},
  editor       = {Przemyslaw Kazienko and
                  Nitesh V. Chawla},
  title        = {Social Network Analysis for Biometric Template Protection},
  booktitle    = {Applications of Social Media and Social Network Analysis},
  series       = {Lecture Notes in Social Networks},
  pages        = {217--233},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19003-7\_12},
  doi          = {10.1007/978-3-319-19003-7\_12},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/PaulGA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ifip12/2015aiai,
  editor       = {Richard Chbeir and
                  Yannis Manolopoulos and
                  Ilias Maglogiannis and
                  Reda Alhajj},
  title        = {Artificial Intelligence Applications and Innovations - 11th {IFIP}
                  {WG} 12.5 International Conference, {AIAI} 2015, Bayonne, France,
                  September 14-17, 2015, Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {458},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23868-5},
  doi          = {10.1007/978-3-319-23868-5},
  isbn         = {978-3-319-23867-8},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip12/2015aiai.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ifip12/2015aiaiw,
  editor       = {Richard Chbeir and
                  Yannis Manolopoulos and
                  Ilias Maglogiannis and
                  Reda Alhajj},
  title        = {Proceedings of the Special Tracks and Workshops at the 11th International
                  Conference on Artificial Intelligence Applications and Innovations
                  {(AIAI} 2015), Bayonne, France, September 14-17, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1539},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1539},
  urn          = {urn:nbn:de:0074-1539-2},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ifip12/2015aiaiw.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/XylogiannopoulosKA14,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Analyzing very large time series using suffix arrays},
  journal      = {Appl. Intell.},
  volume       = {41},
  number       = {3},
  pages        = {941--955},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10489-014-0553-x},
  doi          = {10.1007/S10489-014-0553-X},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/XylogiannopoulosKA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/KayaSA14,
  author       = {Mehmet Kaya and
                  Abdullah Sarhan and
                  Reda Alhajj},
  title        = {Multiple sequence alignment with affine gap by using multi-objective
                  genetic algorithm},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {114},
  number       = {1},
  pages        = {38--49},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.cmpb.2014.01.013},
  doi          = {10.1016/J.CMPB.2014.01.013},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmpb/KayaSA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/em/XylogiannopoulosKA14,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Experimental Analysis on the Normality of {\(\pi\)}, e, {\(\varphi\)},
                  sqrt(2) Using Advanced Data-Mining Techniques},
  journal      = {Exp. Math.},
  volume       = {23},
  number       = {2},
  pages        = {105--128},
  year         = {2014},
  url          = {https://doi.org/10.1080/10586458.2013.878674},
  doi          = {10.1080/10586458.2013.878674},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/em/XylogiannopoulosKA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/KayaA14,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Development of multidimensional academic information networks with
                  a novel data cube based modeling method},
  journal      = {Inf. Sci.},
  volume       = {265},
  pages        = {211--224},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.ins.2013.11.012},
  doi          = {10.1016/J.INS.2013.11.012},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/KayaA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/QabajaJEA14,
  author       = {Ala Qabaja and
                  Tamer N. Jarada and
                  Abdallah M. ElSheikh and
                  Reda Alhajj},
  title        = {Prediction of gene-based drug indications using compendia of public
                  gene expression data and PubMed abstracts},
  journal      = {J. Bioinform. Comput. Biol.},
  volume       = {12},
  number       = {3},
  year         = {2014},
  url          = {https://doi.org/10.1142/S0219720014500073},
  doi          = {10.1142/S0219720014500073},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbcb/QabajaJEA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/GaoKANAZD14,
  author       = {Shang Gao and
                  Ibrahim Karakira and
                  Salim Afra and
                  Ghada Naji and
                  Reda Alhajj and
                  Jia Zeng and
                  Douglas J. Demetrick},
  title        = {Evaluating predictive performance of network biomarkers with network
                  structures},
  journal      = {J. Bioinform. Comput. Biol.},
  volume       = {12},
  number       = {5},
  year         = {2014},
  url          = {https://doi.org/10.1142/S0219720014500255},
  doi          = {10.1142/S0219720014500255},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbcb/GaoKANAZD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcheminf/QabajaAAA14,
  author       = {Ala Qabaja and
                  Mohammed Alshalalfa and
                  Eisa Alanazi and
                  Reda Alhajj},
  title        = {Prediction of novel drug indications using network driven biological
                  data prioritization and integration},
  journal      = {J. Cheminformatics},
  volume       = {6},
  number       = {1},
  pages        = {1},
  year         = {2014},
  url          = {https://doi.org/10.1186/1758-2946-6-1},
  doi          = {10.1186/1758-2946-6-1},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcheminf/QabajaAAA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocec/AlmansooriAZESKRA14,
  author       = {Wadhah Almansoori and
                  Omar Addam and
                  Omar Zarour and
                  Mohamad Elzohbi and
                  Abdullah Sarhan and
                  Mehmet Kaya and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {The Power of Social Network Construction and Analysis for Knowledge
                  Discovery in the Medical Referral Process},
  journal      = {J. Organ. Comput. Electron. Commer.},
  volume       = {24},
  number       = {2-3},
  pages        = {186--214},
  year         = {2014},
  url          = {https://doi.org/10.1080/10919392.2014.896727},
  doi          = {10.1080/10919392.2014.896727},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jocec/AlmansooriAZESKRA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PengAEOEGLOKRRA14,
  author       = {Peter Peng and
                  Omar Addam and
                  Mohamad Elzohbi and
                  Sibel Tariyan {\"{O}}zyer and
                  Ahmad Elhajj and
                  Shang Gao and
                  Yimin Liu and
                  Tansel {\"{O}}zyer and
                  Mehmet Kaya and
                  Mick J. Ridley and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Reporting and analyzing alternative clustering solutions by employing
                  multi-objective genetic algorithm and conducting experiments on cancer
                  data},
  journal      = {Knowl. Based Syst.},
  volume       = {56},
  pages        = {108--122},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.knosys.2013.11.003},
  doi          = {10.1016/J.KNOSYS.2013.11.003},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/PengAEOEGLOKRRA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ShafiqAR14,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Log based business process engineering using fuzzy web service discovery},
  journal      = {Knowl. Based Syst.},
  volume       = {60},
  pages        = {1--9},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.knosys.2013.11.021},
  doi          = {10.1016/J.KNOSYS.2013.11.021},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/ShafiqAR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/RahmaniAZAKKAR14,
  author       = {Ali Rahmani and
                  Salim Afra and
                  Omar Zarour and
                  Omar Addam and
                  Negar Koochakzadeh and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Graph-based approach for outlier detection in sequential data and
                  its application on stock market and weather data},
  journal      = {Knowl. Based Syst.},
  volume       = {61},
  pages        = {89--97},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.knosys.2014.02.008},
  doi          = {10.1016/J.KNOSYS.2014.02.008},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/RahmaniAZAKKAR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netmahib/SzetoLYASXKA14,
  author       = {Jessica Szeto and
                  Anthony Lycett and
                  Xuan Yi and
                  Salim Afra and
                  Abdullah Sarhan and
                  Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Visualization of health indicators: utilizing data mining techniques
                  and statistical analysis for effective comparison of user profiles},
  journal      = {Netw. Model. Anal. Health Informatics Bioinform.},
  volume       = {3},
  number       = {1},
  year         = {2014},
  url          = {https://doi.org/10.1007/s13721-014-0063-0},
  doi          = {10.1007/S13721-014-0063-0},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/netmahib/SzetoLYASXKA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/RahmaniCSJRA14,
  author       = {Ali Rahmani and
                  Alan Chia{-}Lung Chen and
                  Abdullah Sarhan and
                  Jamal Jida and
                  Mohammad Rifaie and
                  Reda Alhajj},
  title        = {Social media analysis and summarization for opinion mining: a business
                  case study},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {4},
  number       = {1},
  pages        = {171},
  year         = {2014},
  url          = {https://doi.org/10.1007/s13278-014-0171-y},
  doi          = {10.1007/S13278-014-0171-Y},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/RahmaniCSJRA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/RasheedA14,
  author       = {Faraz Rasheed and
                  Reda Alhajj},
  title        = {A Framework for Periodic Outlier Pattern Detection in Time-Series
                  Sequences},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {44},
  number       = {5},
  pages        = {569--582},
  year         = {2014},
  url          = {https://doi.org/10.1109/TSMCC.2013.2261984},
  doi          = {10.1109/TSMCC.2013.2261984},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/RasheedA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/PaulGA14,
  author       = {Padma Polash Paul and
                  Marina L. Gavrilova and
                  Reda Alhajj},
  title        = {Decision Fusion for Multimodal Biometrics Using Social Network Analysis},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Syst.},
  volume       = {44},
  number       = {11},
  pages        = {1522--1533},
  year         = {2014},
  url          = {https://doi.org/10.1109/TSMC.2014.2331920},
  doi          = {10.1109/TSMC.2014.2331920},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/PaulGA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/ShafiqAR14,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Reducing problem space using Bayesian classification on semantic logs
                  for enhanced application monitoring and management},
  booktitle    = {{IEEE} 13th International Conference on Cognitive Informatics and
                  Cognitive Computing, ICCI*CC 2014, London, UK, August 18-20, 2014},
  pages        = {296--304},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICCI-CC.2014.6921474},
  doi          = {10.1109/ICCI-CC.2014.6921474},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/ShafiqAR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ShafiqAR14,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Xindong Wu and
                  Martin Ester and
                  Guandong Xu},
  title        = {Handling incomplete data using semantic logging based Social Network
                  Analysis Hexagon for effective application monitoring and management},
  booktitle    = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
                  2014},
  pages        = {634--641},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ASONAM.2014.6921652},
  doi          = {10.1109/ASONAM.2014.6921652},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ShafiqAR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/AugustyniakKSTKAS14,
  author       = {Lukasz Augustyniak and
                  Tomasz Kajdanowicz and
                  Piotr Szymanski and
                  Wlodzimierz Tuliglowicz and
                  Przemyslaw Kazienko and
                  Reda Alhajj and
                  Boleslaw K. Szymanski},
  editor       = {Xindong Wu and
                  Martin Ester and
                  Guandong Xu},
  title        = {Simpler is better? Lexicon-based ensemble sentiment classification
                  beats supervised methods},
  booktitle    = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
                  Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
                  2014},
  pages        = {924--929},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ASONAM.2014.6921696},
  doi          = {10.1109/ASONAM.2014.6921696},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/AugustyniakKSTKAS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibim/SultanaGAY14,
  author       = {Madeena Sultana and
                  Marina L. Gavrilova and
                  Reda Alhajj and
                  Svetlana N. Yanushkevich},
  title        = {Adaptive multi-stream score fusion for illumination invariant face
                  recognition},
  booktitle    = {2014 {IEEE} Symposium on Computational Intelligence in Biometrics
                  and Identity Management, {CIBIM} 2014, Orlando, FL, USA, December
                  9-12, 2014},
  pages        = {94--101},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/CIBIM.2014.7015449},
  doi          = {10.1109/CIBIM.2014.7015449},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cibim/SultanaGAY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colcom/OzsoyPA14,
  author       = {Makbule Gulcin Ozsoy and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Elisa Bertino and
                  Shu{-}Ching Chen and
                  Karl Aberer and
                  Prashant Krishnamurthy and
                  Murat Kantarcioglu},
  title        = {Multi-objective optimization based location and social network aware
                  recommendation},
  booktitle    = {10th {IEEE} International Conference on Collaborative Computing: Networking,
                  Applications and Worksharing, CollaborateCom 2014, Miami, Florida,
                  USA, October 22-25, 2014},
  pages        = {233--242},
  publisher    = {{ICST} / {IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.4108/icst.collaboratecom.2014.257382},
  doi          = {10.4108/ICST.COLLABORATECOM.2014.257382},
  timestamp    = {Sun, 08 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/colcom/OzsoyPA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/ShafiqAR14,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Frequent Pattern Mining Using Semantic FP-Growth for Effective Web
                  Service Ranking},
  booktitle    = {2014 {IEEE} International Conference on Web Services, ICWS, 2014,
                  Anchorage, AK, USA, June 27 - July 2, 2014},
  pages        = {725--727},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICWS.2014.116},
  doi          = {10.1109/ICWS.2014.116},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icws/ShafiqAR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/XylogiannopoulosAKA14,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Omar Addam and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Emilio Corchado and
                  Jos{\'{e}} Antonio Lozano and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Hujun Yin},
  title        = {Fast Frequent Pattern Detection Using Prime Numbers},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2014
                  - 15th International Conference, Salamanca, Spain, September 10-12,
                  2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8669},
  pages        = {93--101},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-10840-7\_12},
  doi          = {10.1007/978-3-319-10840-7\_12},
  timestamp    = {Wed, 28 Jun 2023 16:19:42 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/XylogiannopoulosAKA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AmannejadMFA14,
  author       = {Yasaman Amannejad and
                  Mohammad Moshirpour and
                  Behrouz Homayoun Far and
                  Reda Alhajj},
  editor       = {James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham and
                  Ling Liu},
  title        = {From requirements to software design: An automated solution for packaging
                  software classes},
  booktitle    = {Proceedings of the 15th {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
                  2014},
  pages        = {36--43},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IRI.2014.7051869},
  doi          = {10.1109/IRI.2014.7051869},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/AmannejadMFA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/QueauSA14,
  author       = {Benoit Le Queau and
                  M. Omair Shafiq and
                  Reda Alhajj},
  editor       = {James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham and
                  Ling Liu},
  title        = {Analyzing Alzheimer's disease gene expression dataset using clustering
                  and association rule mining},
  booktitle    = {Proceedings of the 15th {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
                  2014},
  pages        = {283--290},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IRI.2014.7051901},
  doi          = {10.1109/IRI.2014.7051901},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/QueauSA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/GurnettBSA14,
  author       = {Abra Gurnett and
                  Robin Besson and
                  M. Omair Shafiq and
                  Reda Alhajj},
  editor       = {James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham and
                  Ling Liu},
  title        = {Analyzing immediate correlations between names and pop culture of
                  North America in the 21st century},
  booktitle    = {Proceedings of the 15th {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
                  2014},
  pages        = {442--449},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IRI.2014.7051923},
  doi          = {10.1109/IRI.2014.7051923},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/GurnettBSA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/PaikariMAF14,
  author       = {Elahe Paikari and
                  Mohammad Moshirpour and
                  Reda Alhajj and
                  Behrouz H. Far},
  editor       = {James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham and
                  Ling Liu},
  title        = {Data integration and clustering for real time crash prediction},
  booktitle    = {Proceedings of the 15th {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
                  2014},
  pages        = {537--544},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IRI.2014.7051936},
  doi          = {10.1109/IRI.2014.7051936},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/PaikariMAF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AghakhaniAC14,
  author       = {Sara Aghakhani and
                  Reda Alhajj and
                  Philip Chang},
  editor       = {James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham and
                  Ling Liu},
  title        = {Bayesian updating for time series missing data discovery and uncertainty
                  estimation {(TSMDDUE)}},
  booktitle    = {Proceedings of the 15th {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2014, Redwood City, CA, USA, August 13-15,
                  2014},
  pages        = {819--822},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IRI.2014.7051973},
  doi          = {10.1109/IRI.2014.7051973},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/AghakhaniAC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wistp/XylogiannopoulosKA14,
  author       = {Konstantinos F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {David Naccache and
                  Damien Sauveron},
  title        = {Early DDoS Detection Based on Data Mining Techniques},
  booktitle    = {Information Security Theory and Practice. Securing the Internet of
                  Things - 8th {IFIP} {WG} 11.2 International Workshop, {WISTP} 2014,
                  Heraklion, Crete, Greece, June 30 - July 2, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8501},
  pages        = {190--199},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-43826-8\_15},
  doi          = {10.1007/978-3-662-43826-8\_15},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wistp/XylogiannopoulosKA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:reference/snam/2014,
  editor       = {Reda Alhajj and
                  Jon G. Rokne},
  title        = {Encyclopedia of Social Network Analysis and Mining},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-1-4614-6170-8},
  doi          = {10.1007/978-1-4614-6170-8},
  isbn         = {978-1-4614-6169-2},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/snam/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/Al-ShalalfaA13,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Using context-specific effect of miRNAs to identify functional associations
                  between miRNAs and gene signatures},
  journal      = {{BMC} Bioinform.},
  volume       = {14},
  number       = {{S-12}},
  pages        = {S1},
  year         = {2013},
  url          = {https://doi.org/10.1186/1471-2105-14-S12-S1},
  doi          = {10.1186/1471-2105-14-S12-S1},
  timestamp    = {Sun, 15 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/Al-ShalalfaA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/GaoCRJADZ13,
  author       = {Shang Gao and
                  Alan Chia{-}Lung Chen and
                  Ali Rahmani and
                  Tamer N. Jarada and
                  Reda Alhajj and
                  Douglas J. Demetrick and
                  Jia Zeng},
  title        = {{MCF:} {A} tool to find multi-scale community profiles in biological
                  networks},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {112},
  number       = {3},
  pages        = {665--672},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.cmpb.2013.07.029},
  doi          = {10.1016/J.CMPB.2013.07.029},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cmpb/GaoCRJADZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/QabajaABA13,
  author       = {Ala Qabaja and
                  Mohammed Al{-}Shalalfa and
                  Tarek A. Bismar and
                  Reda Alhajj},
  title        = {Protein network-based Lasso regression model for the construction
                  of disease-miRNA functional interactions},
  journal      = {{EURASIP} J. Bioinform. Syst. Biol.},
  volume       = {2013},
  pages        = {3},
  year         = {2013},
  url          = {https://doi.org/10.1186/1687-4153-2013-3},
  doi          = {10.1186/1687-4153-2013-3},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ejbsb/QabajaABA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/ErdogduTAPRD13,
  author       = {Utku Erdogdu and
                  Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat and
                  Jon G. Rokne and
                  Douglas J. Demetrick},
  title        = {Integrating machine learning techniques into robust data enrichment
                  approach and its application to gene expression data},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {8},
  number       = {3},
  pages        = {247--281},
  year         = {2013},
  url          = {https://doi.org/10.1504/IJDMB.2013.056090},
  doi          = {10.1504/IJDMB.2013.056090},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/ErdogduTAPRD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/TanPA13,
  author       = {Mehmet Tan and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Subtree selection in kernels for graph classification},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {8},
  number       = {3},
  pages        = {294--310},
  year         = {2013},
  url          = {https://doi.org/10.1504/IJDMB.2013.056080},
  doi          = {10.1504/IJDMB.2013.056080},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/TanPA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AlassiA13,
  author       = {Derar Alassi and
                  Reda Alhajj},
  title        = {Effectiveness of template detection on noise reduction and websites
                  summarization},
  journal      = {Inf. Sci.},
  volume       = {219},
  pages        = {41--72},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.ins.2012.07.022},
  doi          = {10.1016/J.INS.2012.07.022},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/AlassiA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/RasheedAA13,
  author       = {Faraz Rasheed and
                  Muhaimenul Adnan and
                  Reda Alhajj},
  title        = {Out-of-core detection of periodicity from sequence databases},
  journal      = {Knowl. Inf. Syst.},
  volume       = {36},
  number       = {1},
  pages        = {277--301},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10115-012-0546-1},
  doi          = {10.1007/S10115-012-0546-1},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/RasheedAA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GuerbasAZNERA13,
  author       = {Abdelghani Guerbas and
                  Omar Addam and
                  Omar Zarour and
                  Mohamad Nagi and
                  Ahmad Elhajj and
                  Mick J. Ridley and
                  Reda Alhajj},
  title        = {Effective web log mining and online navigational pattern prediction},
  journal      = {Knowl. Based Syst.},
  volume       = {49},
  pages        = {50--62},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.knosys.2013.04.014},
  doi          = {10.1016/J.KNOSYS.2013.04.014},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/GuerbasAZNERA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/MoshirpourEAF13,
  author       = {Mohammad Moshirpour and
                  Shimaa M. El{-}Sherif and
                  Reda Alhajj and
                  Behrouz H. Far},
  editor       = {Jon G. Rokne and
                  Christos Faloutsos},
  title        = {Analyzing the scalability of a social network of agents},
  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
                  Niagara, ON, Canada - August 25 - 29, 2013},
  pages        = {1--7},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2492517.2492571},
  doi          = {10.1145/2492517.2492571},
  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/MoshirpourEAF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DawoudGQKA13,
  author       = {Khaled Dawoud and
                  Shang Gao and
                  Ala Qabaja and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Jon G. Rokne and
                  Christos Faloutsos},
  title        = {Combining information extraction and text mining for cancer biomarker
                  detection},
  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
                  Niagara, ON, Canada - August 25 - 29, 2013},
  pages        = {948--955},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2492517.2500281},
  doi          = {10.1145/2492517.2500281},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/DawoudGQKA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SirinPA13,
  author       = {Utku Sirin and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Francesca Rossi},
  title        = {Employing Batch Reinforcement Learning to Control Gene Regulation
                  Without Explicitly Constructing Gene Regulatory Networks},
  booktitle    = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
                  on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  publisher    = {{IJCAI/AAAI}},
  year         = {2013},
  url          = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6639},
  timestamp    = {Tue, 23 Jan 2024 13:25:46 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/SirinPA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KhabbazAAH13,
  author       = {Mohammad Khabbaz and
                  Dirar Assi and
                  Reda Alhajj and
                  Moustafa A. Hammad},
  title        = {Parse tree based approach for processing {XML} streams},
  booktitle    = {{IEEE} 14th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2013, San Francisco, CA, USA, August 14-16, 2013},
  pages        = {546--553},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/IRI.2013.6642517},
  doi          = {10.1109/IRI.2013.6642517},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iri/KhabbazAAH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/AnastopoulosKA13,
  author       = {Vasileios Anastopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  editor       = {Tansel {\"{O}}zyer and
                  Zeki Erdem and
                  Jon G. Rokne and
                  Suheil Khoury},
  title        = {Developing a Hybrid Framework for a Web-Page Recommender System},
  booktitle    = {Mining Social Networks and Security Informatics},
  series       = {Lecture Notes in Social Networks},
  pages        = {161--181},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-94-007-6359-3\_9},
  doi          = {10.1007/978-94-007-6359-3\_9},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/AnastopoulosKA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/ElhajjEAAZAOORA13,
  author       = {Ahmed Elhajj and
                  Abdallah M. ElSheikh and
                  Omar Addam and
                  Mohamad Alzohbi and
                  Omar Zarour and
                  Alper Aksa{\c{c}} and
                  Orkun {\"{O}}zt{\"{u}}rk and
                  Tansel {\"{O}}zyer and
                  Mick J. Ridley and
                  Reda Alhajj},
  editor       = {Tansel {\"{O}}zyer and
                  Zeki Erdem and
                  Jon G. Rokne and
                  Suheil Khoury},
  title        = {Estimating the Importance of Terrorists in a Terror Network},
  booktitle    = {Mining Social Networks and Security Informatics},
  series       = {Lecture Notes in Social Networks},
  pages        = {267--283},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-94-007-6359-3\_14},
  doi          = {10.1007/978-94-007-6359-3\_14},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/ElhajjEAAZAOORA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/MoshirpourEFA13,
  author       = {Mohammad Moshirpour and
                  Shimaa M. El{-}Sherif and
                  Behrouz H. Far and
                  Reda Alhajj},
  editor       = {Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Gerhard Wagner and
                  Arno H. P. Reuser},
  title        = {Detecting Emergent Behavior in a Social Network of Agents},
  booktitle    = {The Influence of Technology on Social Network Analysis and Mining},
  series       = {Lecture Notes in Social Networks},
  volume       = {6},
  pages        = {393--409},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-7091-1346-2\_17},
  doi          = {10.1007/978-3-7091-1346-2\_17},
  timestamp    = {Tue, 16 May 2017 14:24:38 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/MoshirpourEFA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/ShafiqJKAR13,
  author       = {M. Omair Shafiq and
                  Tamer N. Jarada and
                  Panagiotis Karampelas and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Gerhard Wagner and
                  Arno H. P. Reuser},
  title        = {Integrating Online Social Network Analysis in Personalized Web Search},
  booktitle    = {The Influence of Technology on Social Network Analysis and Mining},
  series       = {Lecture Notes in Social Networks},
  volume       = {6},
  pages        = {589--613},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-7091-1346-2\_26},
  doi          = {10.1007/978-3-7091-1346-2\_26},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/ShafiqJKAR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/abi/Al-ShalalfaBA12,
  author       = {Mohammed Al{-}Shalalfa and
                  Tarek A. Bismar and
                  Reda Alhajj},
  title        = {Detecting Cancer Outlier Genes with Potential Rearrangement Using
                  Gene Expression Data and Biological Networks},
  journal      = {Adv. Bioinformatics},
  volume       = {2012},
  pages        = {373506:1--373506:13},
  year         = {2012},
  url          = {https://doi.org/10.1155/2012/373506},
  doi          = {10.1155/2012/373506},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/abi/Al-ShalalfaBA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/AlshalalfaBGMA12,
  author       = {Mohammed Alshalalfa and
                  Gary D. Bader and
                  Anna Goldenberg and
                  Quaid Morris and
                  Reda Alhajj},
  title        = {Detecting microRNAs of high influence on protein functional interaction
                  networks: a prostate cancer case study},
  journal      = {{BMC} Syst. Biol.},
  volume       = {6},
  pages        = {112},
  year         = {2012},
  url          = {https://doi.org/10.1186/1752-0509-6-112},
  doi          = {10.1186/1752-0509-6-112},
  timestamp    = {Tue, 05 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcsb/AlshalalfaBGMA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/YildizerBHA12,
  author       = {Ela Yildizer and
                  Ali Metin Balci and
                  Mohammad Hassan and
                  Reda Alhajj},
  title        = {Efficient content-based image retrieval using Multiple Support Vector
                  Machines Ensemble},
  journal      = {Expert Syst. Appl.},
  volume       = {39},
  number       = {3},
  pages        = {2385--2396},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.eswa.2011.08.086},
  doi          = {10.1016/J.ESWA.2011.08.086},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/YildizerBHA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/OkashaEANAR12,
  author       = {Mona Okasha and
                  Abdallah M. ElSheikh and
                  Mohammed Al{-}Shalalfa and
                  Ghada Naji and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Functional characterization of drug-protein interactions network},
  journal      = {Intell. Data Anal.},
  volume       = {16},
  number       = {1},
  pages        = {137--152},
  year         = {2012},
  url          = {https://doi.org/10.3233/IDA-2011-0514},
  doi          = {10.3233/IDA-2011-0514},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/OkashaEANAR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RasheedA12,
  author       = {Faraz Rasheed and
                  Reda Alhajj},
  title        = {Periodic pattern analysis of non-uniformly sampled stock market data},
  journal      = {Intell. Data Anal.},
  volume       = {16},
  number       = {6},
  pages        = {993--1011},
  year         = {2012},
  url          = {https://doi.org/10.3233/IDA-2012-00563},
  doi          = {10.3233/IDA-2012-00563},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/RasheedA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/NagiEAQZJGJMSORA12,
  author       = {Mohamad Nagi and
                  Ahmad Elhajj and
                  Omar Addam and
                  Ala Qabaja and
                  Omar Zarour and
                  Tamer N. Jarada and
                  Shang Gao and
                  Jamal Jida and
                  Ayman Murshid and
                  Iyad Suleiman and
                  Tansel {\"{O}}zyer and
                  Mick J. Ridley and
                  Reda Alhajj},
  title        = {Robust framework for recommending restructuring of websites by analysing
                  web usage and web structure data},
  journal      = {Int. J. Bus. Intell. Data Min.},
  volume       = {7},
  number       = {1/2},
  pages        = {4--20},
  year         = {2012},
  url          = {https://doi.org/10.1504/IJBIDM.2012.048725},
  doi          = {10.1504/IJBIDM.2012.048725},
  timestamp    = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijbidm/NagiEAQZJGJMSORA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/IsikmanOZAP12,
  author       = {{\"{O}}mer {\"{O}}zg{\"{u}}n Isikman and
                  Tansel {\"{O}}zyer and
                  Omar Zarour and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {TempoXML: Nested bitemporal relationship modeling and conversion tool
                  for fuzzy {XML}},
  journal      = {Inf. Sci.},
  volume       = {193},
  pages        = {247--274},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.ins.2012.01.012},
  doi          = {10.1016/J.INS.2012.01.012},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/IsikmanOZAP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/SertDOJA12,
  author       = {Onur Can Sert and
                  Kayhan Dursun and
                  Tansel {\"{O}}zyer and
                  Jamal Jida and
                  Reda Alhajj},
  title        = {The Unification and Assessment of Multi-Objective Clustering Results
                  of Categorical Datasets with H-Confidence Metric},
  journal      = {J. Univers. Comput. Sci.},
  volume       = {18},
  number       = {4},
  pages        = {507--531},
  year         = {2012},
  url          = {https://doi.org/10.3217/jucs-018-04-0507},
  doi          = {10.3217/JUCS-018-04-0507},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jucs/SertDOJA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangA12,
  author       = {Ming Zhang and
                  Reda Alhajj},
  title        = {Effectiveness of NAQ-tree in handling reverse nearest-neighbor queries
                  in high-dimensional metric space},
  journal      = {Knowl. Inf. Syst.},
  volume       = {31},
  number       = {2},
  pages        = {307--343},
  year         = {2012},
  url          = {https://doi.org/10.1007/s10115-011-0405-5},
  doi          = {10.1007/S10115-011-0405-5},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/ZhangA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YildizerBJA12,
  author       = {Ela Yildizer and
                  Ali Metin Balci and
                  Tamer N. Jarada and
                  Reda Alhajj},
  title        = {Integrating wavelets with clustering and indexing for effective content-based
                  image retrieval},
  journal      = {Knowl. Based Syst.},
  volume       = {31},
  pages        = {55--66},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.knosys.2012.01.013},
  doi          = {10.1016/J.KNOSYS.2012.01.013},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/YildizerBJA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netmahib/Alhajj12,
  author       = {Reda Alhajj},
  title        = {Network Modeling and Analysis in Health Informatics and Bioinformatics
                  Journal},
  journal      = {Netw. Model. Anal. Health Informatics Bioinform.},
  volume       = {1},
  number       = {1-2},
  pages        = {1--2},
  year         = {2012},
  url          = {https://doi.org/10.1007/s13721-012-0011-9},
  doi          = {10.1007/S13721-012-0011-9},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/netmahib/Alhajj12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netmahib/AlmansooriGJEMJAR12,
  author       = {Wadhah Almansoori and
                  Shang Gao and
                  Tamer N. Jarada and
                  Abdallah M. ElSheikh and
                  Ayman N. Murshed and
                  Jamal Jida and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Link prediction and classification in social networks and its application
                  in healthcare and systems biology},
  journal      = {Netw. Model. Anal. Health Informatics Bioinform.},
  volume       = {1},
  number       = {1-2},
  pages        = {27--36},
  year         = {2012},
  url          = {https://doi.org/10.1007/s13721-012-0005-7},
  doi          = {10.1007/S13721-012-0005-7},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/netmahib/AlmansooriGJEMJAR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/Alhajj12,
  author       = {Reda Alhajj},
  title        = {Success story of the {SNAM} Journal: fast progress into a well-established
                  and reputable venue},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {2},
  number       = {1},
  pages        = {1--3},
  year         = {2012},
  url          = {https://doi.org/10.1007/s13278-012-0056-x},
  doi          = {10.1007/S13278-012-0056-X},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/Alhajj12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Al-ShalalfaTNAPR12,
  author       = {Mohammed Al{-}Shalalfa and
                  Mehmet Tan and
                  Ghada Naji and
                  Reda Alhajj and
                  Faruk Polat and
                  Jon G. Rokne},
  title        = {Revealing miRNA Regulation and miRNA Target Prediction Using Constraint-Based
                  Learning},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
  volume       = {42},
  number       = {6},
  pages        = {1354--1364},
  year         = {2012},
  url          = {https://doi.org/10.1109/TSMCC.2012.2186801},
  doi          = {10.1109/TSMCC.2012.2186801},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/Al-ShalalfaTNAPR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KhabbazKA12,
  author       = {Mohammad Khabbaz and
                  Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Employing Structural and Textual Feature Extraction for Semistructured
                  Document Classification},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
  volume       = {42},
  number       = {6},
  pages        = {1566--1578},
  year         = {2012},
  url          = {https://doi.org/10.1109/TSMCC.2012.2208102},
  doi          = {10.1109/TSMCC.2012.2208102},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/KhabbazKA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KoochakzadehKSA12,
  author       = {Negar Koochakzadeh and
                  Keivan Kianmehr and
                  Atieh Sarraf and
                  Reda Alhajj},
  title        = {Stock Market Investment Advice: {A} Social Network Approach},
  booktitle    = {International Conference on Advances in Social Networks Analysis and
                  Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
  pages        = {71--78},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ASONAM.2012.22},
  doi          = {10.1109/ASONAM.2012.22},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/KoochakzadehKSA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/MurshedAXEAR12,
  author       = {Ayman N. Murshed and
                  Wadhah Almansoori and
                  Kostas F. Xylogiannopoulos and
                  Mohamad Elzohbi and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Developing an Efficient Health Clinical Application: {IIOP} Distributed
                  Objects Framework},
  booktitle    = {International Conference on Advances in Social Networks Analysis and
                  Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
  pages        = {759--764},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ASONAM.2012.138},
  doi          = {10.1109/ASONAM.2012.138},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/MurshedAXEAR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/Al-ShalalfaA12,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Integrating protein networks for identifying cooperative miRNA activity
                  in disease gene signatures},
  booktitle    = {2012 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2012, Philadelphia, PA, USA, October 4-7, 2012},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/BIBM.2012.6392728},
  doi          = {10.1109/BIBM.2012.6392728},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/Al-ShalalfaA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/Al-ShalalfaQBA12,
  author       = {Mohammed Al{-}Shalalfa and
                  Ala Qabaja and
                  Tarek A. Bismar and
                  Reda Alhajj},
  title        = {Functional characterization of miRNAs in prostate cancer using functional
                  protein networks},
  booktitle    = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics
                  and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12,
                  2012},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/CIBCB.2012.6217203},
  doi          = {10.1109/CIBCB.2012.6217203},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/cibcb/Al-ShalalfaQBA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/GaoAQEZNTASOZRA12,
  author       = {Shang Gao and
                  Omar Addam and
                  Ala Qabaja and
                  Abdallah M. ElSheikh and
                  Omar Zarour and
                  Mohamad Nagi and
                  Flouris Triant and
                  Wadhah Almansoori and
                  Omer Sair and
                  Tansel {\"{O}}zyer and
                  Jia Zeng and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Robust integrated framework for effective feature selection and sample
                  classification and its application to gene expression data analysis},
  booktitle    = {2012 {IEEE} Symposium on Computational Intelligence in Bioinformatics
                  and Computational Biology, {CIBCB} 2012, San Diego, CA, USA, May 9-12,
                  2012},
  pages        = {112--119},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/CIBCB.2012.6217219},
  doi          = {10.1109/CIBCB.2012.6217219},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cibcb/GaoAQEZNTASOZRA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccabs/DawoudQGAR12,
  author       = {Khaled Dawoud and
                  Ala Qabaja and
                  Shang Gao and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Sorin Istrail and
                  Ion I. Mandoiu and
                  Mihai Pop and
                  Sanguthevar Rajasekaran and
                  John L. Spouge},
  title        = {Identifying cancer biomarkers by knowledge discovery from medical
                  literature},
  booktitle    = {{IEEE} 2nd International Conference on Computational Advances in Bio
                  and Medical Sciences, {ICCABS} 2012, Las Vegas, NV, USA, February
                  23-25, 2012},
  pages        = {1},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICCABS.2012.6182651},
  doi          = {10.1109/ICCABS.2012.6182651},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccabs/DawoudQGAR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KianmehrKA12,
  author       = {Keivan Kianmehr and
                  Negar Koochakzadeh and
                  Reda Alhajj},
  editor       = {Anastasios Kementsietsidis and
                  Marcos Antonio Vaz Salles},
  title        = {AskFuzzy: Attractive Visual Fuzzy Query Builder},
  booktitle    = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
                  Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
  pages        = {1241--1244},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICDE.2012.116},
  doi          = {10.1109/ICDE.2012.116},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/KianmehrKA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SirinETPA12,
  author       = {Utku Sirin and
                  Utku Erdogdu and
                  Mehmet Tan and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Effective Enrichment of Gene Expression Data Sets},
  booktitle    = {11th International Conference on Machine Learning and Applications,
                  ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
  pages        = {76--81},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICMLA.2012.22},
  doi          = {10.1109/ICMLA.2012.22},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/SirinETPA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ErdogduPA12,
  author       = {Utku Erdogdu and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Partially Observable Gene Regulatory Network Control without a Boundary
                  on Horizon},
  booktitle    = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2012, Athens, Greece, November 7-9, 2012},
  pages        = {81--88},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICTAI.2012.20},
  doi          = {10.1109/ICTAI.2012.20},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/ErdogduPA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/XylogiannopoulosKA12,
  author       = {Kostas F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Minimization of Suffix Array's Storage Capacity for Periodicity Detection
                  in Time Series},
  booktitle    = {{IEEE} 24th International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2012, Athens, Greece, November 7-9, 2012},
  pages        = {307--313},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICTAI.2012.49},
  doi          = {10.1109/ICTAI.2012.49},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/XylogiannopoulosKA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/MoshirpourMAF12,
  author       = {Mohammad Moshirpour and
                  Seyedehmehrnaz Mireslami and
                  Reda Alhajj and
                  Behrouz H. Far},
  editor       = {Chengcui Zhang and
                  James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham},
  title        = {Automated ontology construction from scenario based software requirements
                  using clustering techniques},
  booktitle    = {{IEEE} 13th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
  pages        = {541--547},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IRI.2012.6303056},
  doi          = {10.1109/IRI.2012.6303056},
  timestamp    = {Wed, 29 Jun 2022 15:37:42 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/MoshirpourMAF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AlmansooriMXAR12,
  author       = {Wadhah Almansoori and
                  Ayman Murshid and
                  Kostas F. Xylogiannopoulos and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Chengcui Zhang and
                  James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham},
  title        = {Electronic medical referral system: Decision support and recommendation
                  approach},
  booktitle    = {{IEEE} 13th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
  pages        = {572--577},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IRI.2012.6303060},
  doi          = {10.1109/IRI.2012.6303060},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/AlmansooriMXAR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/YauSBASA12,
  author       = {Connie Yau and
                  Mark Straight and
                  Rahul Bir and
                  Omar Addam and
                  M. Omair Shafiq and
                  Reda Alhajj},
  editor       = {Chengcui Zhang and
                  James Joshi and
                  Elisa Bertino and
                  Bhavani Thuraisingham},
  title        = {Examining social networks between educational institutions, industrial
                  partners, and the Canadian government},
  booktitle    = {{IEEE} 13th International Conference on Information Reuse {\&}
                  Integration, {IRI} 2012, Las Vegas, NV, USA, August 8-10, 2012},
  pages        = {664--671},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IRI.2012.6303073},
  doi          = {10.1109/IRI.2012.6303073},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/YauSBASA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is/XylogiannopoulosKA12,
  author       = {Kostas F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Periodicity data mining in time series using Suffix Arrays},
  booktitle    = {6th {IEEE} International Conference on Intelligent Systems, {IS} 2012,
                  Sofia, Bulgaria, September 6-8, 2012},
  pages        = {172--181},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IS.2012.6335132},
  doi          = {10.1109/IS.2012.6335132},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/is/XylogiannopoulosKA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nbis/ChenEEXKRA12,
  author       = {Alan Chia{-}Lung Chen and
                  Mohamad Elzohbi and
                  Ahmad Elhajj and
                  Kostas F. Xylogiannopoulos and
                  Panagiotis Karampelas and
                  Mick J. Ridley and
                  Reda Alhajj},
  editor       = {Leonard Barolli and
                  David Taniar and
                  Tomoya Enokido and
                  J. Wenny Rahayu and
                  Makoto Takizawa},
  title        = {Finding Hidden Nodes by Checking for Missing Nodes against Past Social
                  Networks},
  booktitle    = {15th International Conference on Network-Based Information Systems,
                  NBiS 2012, Melbourne, Australia, September 26-28, 2012},
  pages        = {239--246},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/NBiS.2012.57},
  doi          = {10.1109/NBIS.2012.57},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nbis/ChenEEXKRA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/OzyerZA11,
  author       = {Tansel {\"{O}}zyer and
                  Ming Zhang and
                  Reda Alhajj},
  title        = {Integrating multi-objective genetic algorithm based clustering and
                  data partitioning for skyline computation},
  journal      = {Appl. Intell.},
  volume       = {35},
  number       = {1},
  pages        = {110--122},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10489-009-0206-7},
  doi          = {10.1007/S10489-009-0206-7},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/OzyerZA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/GaoARG11,
  author       = {Shang Gao and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Jiwen Guan},
  title        = {Mining sequential patterns with extensible knowledge representation},
  journal      = {Intell. Data Anal.},
  volume       = {15},
  number       = {6},
  pages        = {889--911},
  year         = {2011},
  url          = {https://doi.org/10.3233/IDA-2011-0501},
  doi          = {10.3233/IDA-2011-0501},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/GaoARG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/Al-ShalalfaNQAR11,
  author       = {Mohammed Al{-}Shalalfa and
                  Ghada Naji and
                  Ala Qabaja and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Combining multiple perspective as intelligent agents into robust approach
                  for biomarker detection in gene expression data},
  journal      = {Int. J. Data Min. Bioinform.},
  volume       = {5},
  number       = {3},
  pages        = {332--350},
  year         = {2011},
  url          = {https://doi.org/10.1504/IJDMB.2011.040388},
  doi          = {10.1504/IJDMB.2011.040388},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdmb/Al-ShalalfaNQAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnvo/MemonWAAH11,
  author       = {Nasrullah Memon and
                  Uffe Kock Wiil and
                  Reda Alhajj and
                  Claus Atzenbeck and
                  Nicholas Harkiolakis},
  title        = {Harvesting covert networks: a case study of the iMiner database},
  journal      = {Int. J. Netw. Virtual Organisations},
  volume       = {8},
  number       = {1/2},
  pages        = {52--74},
  year         = {2011},
  url          = {https://doi.org/10.1504/IJNVO.2011.037161},
  doi          = {10.1504/IJNVO.2011.037161},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijnvo/MemonWAAH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnvo/KianmehrA11,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  title        = {A fuzzy prediction model for calling communities},
  journal      = {Int. J. Netw. Virtual Organisations},
  volume       = {8},
  number       = {1/2},
  pages        = {75--97},
  year         = {2011},
  url          = {https://doi.org/10.1504/IJNVO.2011.037162},
  doi          = {10.1504/IJNVO.2011.037162},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijnvo/KianmehrA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnvo/Al-ShalalfaOAR11,
  author       = {Mohammed Al{-}Shalalfa and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Discovering cancer biomarkers: from {DNA} to communities of genes},
  journal      = {Int. J. Netw. Virtual Organisations},
  volume       = {8},
  number       = {1/2},
  pages        = {158--178},
  year         = {2011},
  url          = {https://doi.org/10.1504/IJNVO.2011.037166},
  doi          = {10.1504/IJNVO.2011.037166},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijnvo/Al-ShalalfaOAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/ZhangKA11,
  author       = {Ming Zhang and
                  Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Effective monitoring by efficient fingerprint matching using a forest
                  of NAQ-trees},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {37},
  number       = {2},
  pages        = {267--290},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10844-010-0139-y},
  doi          = {10.1007/S10844-010-0139-Y},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/ZhangKA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/ChenGJZPKA11,
  author       = {Alan Chia{-}Lung Chen and
                  Shang Gao and
                  Tamer N. Jarada and
                  Ming Zhang and
                  Christos Pavlatos and
                  Panagiotis Karampelas and
                  Reda Alhajj},
  title        = {Effectiveness of Heuristic Based Approach on the Performance of Indexing
                  and Clustering of High Dimensional Data},
  journal      = {J. Inf. Knowl. Manag.},
  volume       = {10},
  number       = {3},
  pages        = {261--271},
  year         = {2011},
  url          = {https://doi.org/10.1142/S0219649211002973},
  doi          = {10.1142/S0219649211002973},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jikm/ChenGJZPKA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/MemonA11,
  author       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {Introduction to the first issue of Social Network Analysis and Mining
                  journal},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {1},
  number       = {1},
  pages        = {1--2},
  year         = {2011},
  url          = {https://doi.org/10.1007/s13278-010-0016-2},
  doi          = {10.1007/S13278-010-0016-2},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/MemonA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/AlhajjM11,
  author       = {Reda Alhajj and
                  Nasrullah Memon},
  title        = {Introduction to the second issue of \emph{Social Network Analysis
                  and Mining} journal: scientific computing for social network analysis
                  and dynamicity},
  journal      = {Soc. Netw. Anal. Min.},
  volume       = {1},
  number       = {2},
  pages        = {73--74},
  year         = {2011},
  url          = {https://doi.org/10.1007/s13278-011-0022-z},
  doi          = {10.1007/S13278-011-0022-Z},
  timestamp    = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/snam/AlhajjM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/TanAAP11,
  author       = {Mehmet Tan and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Influence of Prior Knowledge in Constraint-Based Learning of Gene
                  Regulatory Networks},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {8},
  number       = {1},
  pages        = {130--142},
  year         = {2011},
  url          = {https://doi.org/10.1109/TCBB.2009.58},
  doi          = {10.1109/TCBB.2009.58},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/TanAAP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RasheedAA11,
  author       = {Faraz Rasheed and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Efficient Periodicity Mining in Time Series Databases Using Suffix
                  Trees},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {23},
  number       = {1},
  pages        = {79--94},
  year         = {2011},
  url          = {https://doi.org/10.1109/TKDE.2010.76},
  doi          = {10.1109/TKDE.2010.76},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/RasheedAA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AdnanA11,
  author       = {Muhaimenul Adnan and
                  Reda Alhajj},
  title        = {A Bounded and Adaptive Memory-Based Approach to Mine Frequent Patterns
                  From Very Large Databases},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
  volume       = {41},
  number       = {1},
  pages        = {154--172},
  year         = {2011},
  url          = {https://doi.org/10.1109/TSMCB.2010.2048900},
  doi          = {10.1109/TSMCB.2010.2048900},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/AdnanA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/KianmehrKEJA11,
  author       = {Keivan Kianmehr and
                  Mehmet Kaya and
                  Abdallah M. ElSheikh and
                  Jamal Jida and
                  Reda Alhajj},
  title        = {Fuzzy association rule mining framework and its application to effective
                  fuzzy associative classification},
  journal      = {WIREs Data Mining Knowl. Discov.},
  volume       = {1},
  number       = {6},
  pages        = {477--495},
  year         = {2011},
  url          = {https://doi.org/10.1002/widm.40},
  doi          = {10.1002/WIDM.40},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/widm/KianmehrKEJA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ErdogduTAPDR11,
  author       = {Utku Erdogdu and
                  Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat and
                  Douglas J. Demetrick and
                  Jon G. Rokne},
  editor       = {Fang{-}Xiang Wu and
                  Mohammed Javeed Zaki and
                  Shinichi Morishita and
                  Yi Pan and
                  Stephen Wong and
                  Anastasia Christianson and
                  Xiaohua Hu},
  title        = {Employing Machine Learning Techniques for Data Enrichment: Increasing
                  the Number of Samples for Effective Gene Expression Data Analysis},
  booktitle    = {{IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
  pages        = {238--242},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/BIBM.2011.105},
  doi          = {10.1109/BIBM.2011.105},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/ErdogduTAPDR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/AlmansooriZJKRA11,
  author       = {Wadhah Almansoori and
                  Omar Zarour and
                  Tamer N. Jarada and
                  Panagiotis Karampelas and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Applications of Social Network Construction and Analysis in the Medical
                  Referral Process},
  booktitle    = {{IEEE} Ninth International Conference on Dependable, Autonomic and
                  Secure Computing, {DASC} 2011, 12-14 December 2011, Sydney, Australia},
  pages        = {816--823},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/DASC.2011.140},
  doi          = {10.1109/DASC.2011.140},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasc/AlmansooriZJKRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eisic/AnastopoulosKKA11,
  author       = {Vasileios Anastopoulos and
                  Panagiotis Karampelas and
                  Panagiotis Kalagiakos and
                  Reda Alhajj},
  title        = {A Hybrid Framework for Building a Web-Page Recommender System},
  booktitle    = {European Intelligence and Security Informatics Conference, {EISIC}
                  2011, Athens, Greece, September 12-14, 2011},
  pages        = {385--390},
  publisher    = {{IEEE} Computer Soecity},
  year         = {2011},
  url          = {https://doi.org/10.1109/EISIC.2011.40},
  doi          = {10.1109/EISIC.2011.40},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eisic/AnastopoulosKKA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/ShafiqAR11,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Parimala Thulasiraman and
                  Laurence Tianruo Yang and
                  Qiwen Pan and
                  Xingang Liu and
                  Yaw{-}Chung Chen and
                  Yo{-}Ping Huang and
                  Lin{-}Huang Chang and
                  Che{-}Lun Hung and
                  Che{-}Rung Lee and
                  Justin Y. Shi and
                  Ying Zhang},
  title        = {On the Social Aspects of Personalized Ranking for Web Services},
  booktitle    = {13th {IEEE} International Conference on High Performance Computing
                  {\&} Communication, {HPCC} 2011, Banff, Alberta, Canada, September
                  2-4, 2011},
  pages        = {86--93},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/HPCC.2011.21},
  doi          = {10.1109/HPCC.2011.21},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpcc/ShafiqAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/KoochakzadehA11,
  author       = {Negar Koochakzadeh and
                  Reda Alhajj},
  editor       = {Parimala Thulasiraman and
                  Laurence Tianruo Yang and
                  Qiwen Pan and
                  Xingang Liu and
                  Yaw{-}Chung Chen and
                  Yo{-}Ping Huang and
                  Lin{-}Huang Chang and
                  Che{-}Lun Hung and
                  Che{-}Rung Lee and
                  Justin Y. Shi and
                  Ying Zhang},
  title        = {Social Network Analysis in Software Testing to Categorize Unit Test
                  Cases Based on Coverage Information},
  booktitle    = {13th {IEEE} International Conference on High Performance Computing
                  {\&} Communication, {HPCC} 2011, Banff, Alberta, Canada, September
                  2-4, 2011},
  pages        = {412--416},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/HPCC.2011.60},
  doi          = {10.1109/HPCC.2011.60},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpcc/KoochakzadehA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/ErdogduAP11,
  author       = {Utku Erdogdu and
                  Reda Alhajj and
                  Faruk Polat},
  editor       = {Olivier Boissier and
                  Jeffrey Bradshaw and
                  Longbing Cao and
                  Klaus Fischer and
                  Mohand{-}Said Hacid},
  title        = {The Benefit of Decomposing {POMDP} for Control of Gene Regulatory
                  Networks},
  booktitle    = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
                  Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
                  Doua, Lyon, France, August 22-27, 2011},
  pages        = {381--385},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/WI-IAT.2011.216},
  doi          = {10.1109/WI-IAT.2011.216},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/ErdogduAP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KoochakzadehSKRA11,
  author       = {Negar Koochakzadeh and
                  Atieh Sarraf and
                  Keivan Kianmehr and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {Myra Spiliopoulou and
                  Haixun Wang and
                  Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {NetDriller: {A} Powerful Social Network Analysis Tool},
  booktitle    = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
                  on, Vancouver, BC, Canada, December 11, 2011},
  pages        = {1235--1238},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDMW.2011.128},
  doi          = {10.1109/ICDMW.2011.128},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KoochakzadehSKRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/AlhawsawiAPJKKKAR11,
  author       = {Osama Alhawsawi and
                  Mayad Al{-}Saidi and
                  Michael Phi and
                  Tamer N. Jarada and
                  Mohammad Khabbaz and
                  Negar Koochakzadeh and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Hujun Yin and
                  Wenjia Wang and
                  Victor J. Rayward{-}Smith},
  title        = {From Fuzzy Association Rule Mining to Effective Classification Framework},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2011
                  - 12th International Conference, Norwich, UK, September 7-9, 2011.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6936},
  pages        = {413--420},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23878-9\_49},
  doi          = {10.1007/978-3-642-23878-9\_49},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/AlhawsawiAPJKKKAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/PengNSSQEGOKNRRA11,
  author       = {Peter Peng and
                  Mohamad Nagi and
                  Omer Sair and
                  Iyad Suleiman and
                  Ala Qabaja and
                  Abdallah M. ElSheikh and
                  Shang Gao and
                  Tansel {\"{O}}zyer and
                  Keivan Kianmehr and
                  Ghada Naji and
                  Mick J. Ridley and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {Hujun Yin and
                  Wenjia Wang and
                  Victor J. Rayward{-}Smith},
  title        = {From Alternative Clustering to Robust Clustering and Its Application
                  to Gene Expression Data},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2011
                  - 12th International Conference, Norwich, UK, September 7-9, 2011.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6936},
  pages        = {421--428},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23878-9\_50},
  doi          = {10.1007/978-3-642-23878-9\_50},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/PengNSSQEGOKNRRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/PoonCBSCTRA11,
  author       = {Freddy Poon and
                  Thomas Chin and
                  Matt Bentrovato and
                  M. Omair Shafiq and
                  Alan Chia{-}Lung Chen and
                  Flouris Triant and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {David Taniar and
                  Eric Pardede and
                  Hong{-}Quang Nguyen and
                  J. Wenny Rahayu and
                  Ismail Khalil},
  title        = {Semantically enhanced matchmaking of consumers and providers: a Canadian
                  real estate case study},
  booktitle    = {iiWAS'2011 - The 13th International Conference on Information Integration
                  and Web-based Applications and Services, 5-7 December 2011, Ho Chi
                  Minh City, Vietnam},
  pages        = {198--205},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2095536.2095570},
  doi          = {10.1145/2095536.2095570},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/PoonCBSCTRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/ChenXJZKRA11,
  author       = {Alan Chia{-}Lung Chen and
                  Kostas F. Xylogiannopoulos and
                  Tamer N. Jarada and
                  Omar Zarour and
                  Panagiotis Karampelas and
                  Jon G. Rokne and
                  Reda Alhajj},
  editor       = {David Taniar and
                  Eric Pardede and
                  Hong{-}Quang Nguyen and
                  J. Wenny Rahayu and
                  Ismail Khalil},
  title        = {Simple and effective behavior tracking by post processing of association
                  rules into segments},
  booktitle    = {iiWAS'2011 - The 13th International Conference on Information Integration
                  and Web-based Applications and Services, 5-7 December 2011, Ho Chi
                  Minh City, Vietnam},
  pages        = {296--300},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2095536.2095587},
  doi          = {10.1145/2095536.2095587},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/ChenXJZKRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AlhajjJS11,
  author       = {Reda Alhajj and
                  James B. D. Joshi and
                  Mei{-}Ling Shyu},
  title        = {Message from program co-chairs},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
                  {USA}},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/IRI.2011.6009499},
  doi          = {10.1109/IRI.2011.6009499},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/AlhajjJS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/StrathernACSA11,
  author       = {Joe Strathern and
                  Samer Awadh and
                  Samir Chokshi and
                  M. Omair Shafiq and
                  Reda Alhajj},
  title        = {Research 2.0: Research-supporting features of World Wide Web},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
                  {USA}},
  pages        = {52--57},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/IRI.2011.6009520},
  doi          = {10.1109/IRI.2011.6009520},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/StrathernACSA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/NagiESPRKKRRA11,
  author       = {Mohamad Nagi and
                  Abdallah M. ElSheikh and
                  Iyad Suleiman and
                  Peter Peng and
                  Mohammad Rifaie and
                  Keivan Kianmehr and
                  Panagiotis Karampelas and
                  Mick J. Ridley and
                  Jon G. Rokne and
                  Reda Alhajj},
  title        = {Association rules mining based approach for Web usage mining},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
                  {USA}},
  pages        = {166--171},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/IRI.2011.6009540},
  doi          = {10.1109/IRI.2011.6009540},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/NagiESPRKKRRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AlmansooriGJAR11,
  author       = {Wadhah Almansoori and
                  Shang Gao and
                  Tamer N. Jarada and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Link prediction and classification in social networks and its application
                  in healthcare},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2011, 3-5 August 2011, Las Vegas, Nevada,
                  {USA}},
  pages        = {422--428},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/IRI.2011.6009585},
  doi          = {10.1109/IRI.2011.6009585},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/AlmansooriGJAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KoochakzadehKSRKRAR11,
  author       = {Negar Koochakzadeh and
                  Fatemeh Keshavarz and
                  Atieh Sarraf and
                  Ali Rahmani and
                  Keivan Kianmehr and
                  Mohammad Rifaie and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Dominik Ryzko and
                  Henryk Rybinski and
                  Piotr Gawrysiak and
                  Marzena Kryszkiewicz},
  title        = {Stock Investment Decision Making: {A} Social Network Approach},
  booktitle    = {Emerging Intelligent Technologies in Industry, 19th International
                  Symposium, {ISMIS} 2011, Warsaw, Poland, June 28-30, 2011. Proceedings
                  of the Industrial Session},
  series       = {Studies in Computational Intelligence},
  volume       = {369},
  pages        = {47--57},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22732-5\_5},
  doi          = {10.1007/978-3-642-22732-5\_5},
  timestamp    = {Sat, 19 Oct 2019 20:13:57 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/KoochakzadehKSRKRAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itng/RahmaniNRKRAR11,
  author       = {Ali Rahmani and
                  Mohamad Nagi and
                  Mohammad Rifaie and
                  Keivan Kianmehr and
                  Mick J. Ridley and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Shahram Latifi},
  title        = {Employing Frequent Pattern Mining for Finding Correlations between
                  Tables in Relational Databases},
  booktitle    = {Eighth International Conference on Information Technology: New Generations,
                  {ITNG} 2011, Las Vegas, Nevada, USA, 11-13 April 2011},
  pages        = {547--552},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ITNG.2011.100},
  doi          = {10.1109/ITNG.2011.100},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itng/RahmaniNRKRAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/MoshirpourAMF11,
  author       = {Mohammad Moshirpour and
                  Reda Alhajj and
                  Mahmood Moussavi and
                  Behrouz H. Far},
  title        = {Detecting emergent behavior in distributed systems using an ontology
                  based methodology},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
  pages        = {2407--2412},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICSMC.2011.6084038},
  doi          = {10.1109/ICSMC.2011.6084038},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/MoshirpourAMF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/ChenGKAR11,
  author       = {Alan Chia{-}Lung Chen and
                  Shang Gao and
                  Panagiotis Karampelas and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Uffe Kock Wiil},
  title        = {Finding Hidden Links in Terrorist Networks by Checking Indirect Links
                  of Different Sub-Networks},
  booktitle    = {Counterterrorism and Open Source Intelligence},
  series       = {Lecture Notes in Social Networks},
  volume       = {2},
  pages        = {143--158},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-7091-0388-3\_8},
  doi          = {10.1007/978-3-7091-0388-3\_8},
  timestamp    = {Mon, 15 Jun 2020 16:48:08 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/ChenGKAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/AghakhaniDAR11,
  author       = {Sara Aghakhani and
                  Khaled Dawoud and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Uffe Kock Wiil},
  title        = {A Global Measure for Estimating the Degree of Organization and Effectiveness
                  of Individual Actors with Application to Terrorist Networks},
  booktitle    = {Counterterrorism and Open Source Intelligence},
  series       = {Lecture Notes in Social Networks},
  volume       = {2},
  pages        = {189--222},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-7091-0388-3\_11},
  doi          = {10.1007/978-3-7091-0388-3\_11},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/AghakhaniDAR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/NajiNEGKORDRA11,
  author       = {Ghada Naji and
                  Mohamad Nagi and
                  Abdallah M. ElSheikh and
                  Shang Gao and
                  Keivan Kianmehr and
                  Tansel {\"{O}}zyer and
                  Jon G. Rokne and
                  Douglas J. Demetrick and
                  Mick J. Ridley and
                  Reda Alhajj},
  editor       = {Uffe Kock Wiil},
  title        = {Effectiveness of Social Networks for Studying Biological Agents and
                  Identifying Cancer Biomarkers},
  booktitle    = {Counterterrorism and Open Source Intelligence},
  series       = {Lecture Notes in Social Networks},
  volume       = {2},
  pages        = {285--313},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-7091-0388-3\_15},
  doi          = {10.1007/978-3-7091-0388-3\_15},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/NajiNEGKORDRA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/DrakenJKA11,
  author       = {Eric Draken and
                  Tamer N. Jarada and
                  Keivan Kianmehr and
                  Reda Alhajj},
  editor       = {Marenglen Biba and
                  Fatos Xhafa},
  title        = {Integrating Content and Structure into a Comprehensive Framework for
                  {XML} Document Similarity Represented in 3D Space},
  booktitle    = {Learning Structure and Schemas from Documents},
  series       = {Studies in Computational Intelligence},
  volume       = {375},
  pages        = {275--287},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-22913-8\_13},
  doi          = {10.1007/978-3-642-22913-8\_13},
  timestamp    = {Tue, 16 May 2017 14:24:36 +0200},
  biburl       = {https://dblp.org/rec/series/sci/DrakenJKA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/RasheedA10,
  author       = {Faraz Rasheed and
                  Reda Alhajj},
  title        = {{STNR:} {A} suffix tree based noise resilient algorithm for periodicity
                  detection in time series databases},
  journal      = {Appl. Intell.},
  volume       = {32},
  number       = {3},
  pages        = {267--278},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10489-008-0144-9},
  doi          = {10.1007/S10489-008-0144-9},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/RasheedA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/TanAP10,
  author       = {Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Scalable approach for effective control of gene regulatory networks},
  journal      = {Artif. Intell. Medicine},
  volume       = {48},
  number       = {1},
  pages        = {51--59},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.artmed.2009.10.002},
  doi          = {10.1016/J.ARTMED.2009.10.002},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/artmed/TanAP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/ZhangA10,
  author       = {Ming Zhang and
                  Reda Alhajj},
  title        = {Skyline queries with constraints: Integrating skyline and traditional
                  query operators},
  journal      = {Data Knowl. Eng.},
  volume       = {69},
  number       = {1},
  pages        = {153--168},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.datak.2009.10.001},
  doi          = {10.1016/J.DATAK.2009.10.001},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dke/ZhangA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangAR10,
  author       = {Ming Zhang and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Effectiveness of optimal incremental multi-step nearest neighbor search},
  journal      = {Expert Syst. Appl.},
  volume       = {37},
  number       = {8},
  pages        = {6018--6027},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.eswa.2010.02.141},
  doi          = {10.1016/J.ESWA.2010.02.141},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhangAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/AlhajjZ10,
  author       = {Reda Alhajj and
                  Kang Zhang},
  title        = {Guest Editors' Introduction},
  journal      = {Int. J. Softw. Eng. Knowl. Eng.},
  volume       = {20},
  number       = {2},
  pages        = {111--112},
  year         = {2010},
  url          = {https://doi.org/10.1142/S0218194010004724},
  doi          = {10.1142/S0218194010004724},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijseke/AlhajjZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/KoochakzadehKJLAR10,
  author       = {Negar Koochakzadeh and
                  Keivan Kianmehr and
                  Jamal Jida and
                  Iltae Lee and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Semi-Supervised Dynamic Classification for Intrusion Detection},
  journal      = {Int. J. Softw. Eng. Knowl. Eng.},
  volume       = {20},
  number       = {2},
  pages        = {139--154},
  year         = {2010},
  url          = {https://doi.org/10.1142/S0218194010004669},
  doi          = {10.1142/S0218194010004669},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijseke/KoochakzadehKJLAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LoOTKJA10,
  author       = {Anthony Chiu Wa Lo and
                  Tansel {\"{O}}zyer and
                  Radwan Tahboub and
                  Keivan Kianmehr and
                  Jamal Jida and
                  Reda Alhajj},
  title        = {{XML} materialized views and schema evolution in {VIREX}},
  journal      = {Inf. Sci.},
  volume       = {180},
  number       = {24},
  pages        = {4940--4957},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.ins.2010.08.025},
  doi          = {10.1016/J.INS.2010.08.025},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/LoOTKJA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/LoOKA10,
  author       = {Anthony Chiu Wa Lo and
                  Tansel {\"{O}}zyer and
                  Keivan Kianmehr and
                  Reda Alhajj},
  title        = {{VIREX} and VRXQuery: interactive approach for visual querying of
                  relational databases to produce {XML}},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {35},
  number       = {1},
  pages        = {21--49},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10844-009-0087-6},
  doi          = {10.1007/S10844-009-0087-6},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/LoOKA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangA10,
  author       = {Ming Zhang and
                  Reda Alhajj},
  title        = {Effectiveness of NAQ-tree as index structure for similarity search
                  in high-dimensional metric space},
  journal      = {Knowl. Inf. Syst.},
  volume       = {22},
  number       = {1},
  pages        = {1--26},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10115-008-0190-y},
  doi          = {10.1007/S10115-008-0190-Y},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/ZhangA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KianmehrAA10,
  author       = {Keivan Kianmehr and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Fuzzy clustering-based discretization for gene expression classification},
  journal      = {Knowl. Inf. Syst.},
  volume       = {24},
  number       = {3},
  pages        = {441--465},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10115-009-0214-2},
  doi          = {10.1007/S10115-009-0214-2},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/KianmehrAA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GirginPA10,
  author       = {Sertan Girgin and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Improving reinforcement learning by using sequence trees},
  journal      = {Mach. Learn.},
  volume       = {81},
  number       = {3},
  pages        = {283--331},
  year         = {2010},
  url          = {https://doi.org/10.1007/s10994-010-5182-y},
  doi          = {10.1007/S10994-010-5182-Y},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/GirginPA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/TanAP10,
  author       = {Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Automated Large-Scale Control of Gene Regulatory Networks},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
  volume       = {40},
  number       = {2},
  pages        = {286--297},
  year         = {2010},
  url          = {https://doi.org/10.1109/TSMCB.2009.2014736},
  doi          = {10.1109/TSMCB.2009.2014736},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/TanAP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ShafiqAR10,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {Community Aware Personalized Web Search},
  booktitle    = {International Conference on Advances in Social Networks Analysis and
                  Mining, {ASONAM} 2010, Odense, Denmark, August 9-11, 2010},
  pages        = {351--355},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ASONAM.2010.85},
  doi          = {10.1109/ASONAM.2010.85},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ShafiqAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/DawoudAR10,
  author       = {Khaled Dawoud and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {A Global Measure for Estimating the Degree of Organization of Terrorist
                  Networks},
  booktitle    = {International Conference on Advances in Social Networks Analysis and
                  Mining, {ASONAM} 2010, Odense, Denmark, August 9-11, 2010},
  pages        = {421--427},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ASONAM.2010.84},
  doi          = {10.1109/ASONAM.2010.84},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/DawoudAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/TanPA10,
  author       = {Mehmet Tan and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Taesung Park and
                  Stephen Kwok{-}Wing Tsui and
                  Luonan Chen and
                  Michael K. Ng and
                  Limsoon Wong and
                  Xiaohua Hu},
  title        = {Feature selection for graph kernels},
  booktitle    = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2010, Hong Kong, China, December 18-21, 2010, Proceedings},
  pages        = {632--637},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/BIBM.2010.5706643},
  doi          = {10.1109/BIBM.2010.5706643},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/TanPA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/0005AR10,
  author       = {Shang Gao and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Network modeling of {RNA} secondary structures based on integrative
                  randomized clustering},
  booktitle    = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine
                  Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010},
  pages        = {815--816},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/BIBMW.2010.5703922},
  doi          = {10.1109/BIBMW.2010.5703922},
  timestamp    = {Wed, 24 Nov 2021 15:06:06 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/0005AR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FaragHA10,
  author       = {Fatima Farag and
                  Moustafa A. Hammad and
                  Reda Alhajj},
  editor       = {Anisoara Nica and
                  Aparna S. Varde},
  title        = {Adaptive query processing in data stream management systems under
                  limited memory resources},
  booktitle    = {Proceedings of the Third Ph.D. Workshop on Information and Knowledge
                  Management, {PIKM} 2010, Toronto, Ontario, Canada, October 30, 2010},
  pages        = {9--16},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1871902.1871905},
  doi          = {10.1145/1871902.1871905},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/FaragHA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/SarikayaSJGOA10,
  author       = {Kaziim Sarikaya and
                  Duygu Sarikaya and
                  Tamer N. Jarada and
                  Shang Gao and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Imad Saleh and
                  Ismail Khalil},
  title        = {A novel client-based approach for signing and checking web forms by
                  using {XML} against DoS attacks},
  booktitle    = {iiWAS'2010 - The 12th International Conference on Information Integration
                  and Web-based Applications and Services, 8-10 November 2010, Paris,
                  France},
  pages        = {202--209},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1967486.1967520},
  doi          = {10.1145/1967486.1967520},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/SarikayaSJGOA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/JaradaCSKAR10,
  author       = {Tamer N. Jarada and
                  Kelvin Chung and
                  Armen Shimoon and
                  Panagiotis Karampelas and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Imad Saleh and
                  Ismail Khalil},
  title        = {Mapping rules for converting from {ODL} to {XML} schemas},
  booktitle    = {iiWAS'2010 - The 12th International Conference on Information Integration
                  and Web-based Applications and Services, 8-10 November 2010, Paris,
                  France},
  pages        = {307--316},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1967486.1967535},
  doi          = {10.1145/1967486.1967535},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/JaradaCSKAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AlhajjCHJLRSZ10,
  author       = {Reda Alhajj and
                  Shu{-}Ching Chen and
                  Gongzhu Hu and
                  James B. D. Joshi and
                  Gordon K. Lee and
                  Stuart Harvey Rubin and
                  Mei{-}Ling Shyu and
                  Lotfi A. Zadeh},
  title        = {Panel title: Critical need for funding of basic and applied research
                  in large-scale computing},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
                  {USA}},
  pages        = {1},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IRI.2010.5558979},
  doi          = {10.1109/IRI.2010.5558979},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/AlhajjCHJLRSZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/AlhajjJS10,
  author       = {Reda Alhajj and
                  James B. D. Joshi and
                  Mei{-}Ling Shyu},
  title        = {Message from Program Co-Chairs},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
                  {USA}},
  pages        = {1},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IRI.2010.5558982},
  doi          = {10.1109/IRI.2010.5558982},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/AlhajjJS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ChenGAK10,
  author       = {Alan Chia{-}Lung Chen and
                  Shang Gao and
                  Reda Alhajj and
                  Panagiotis Karampelas},
  title        = {Heuristic based approach to clustering and its time critical applications},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
                  {USA}},
  pages        = {37--42},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IRI.2010.5558969},
  doi          = {10.1109/IRI.2010.5558969},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/ChenGAK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ShafiqART10,
  author       = {M. Omair Shafiq and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Ioan Toma},
  title        = {Light-weight semantics and Bayesian Classification: {A} hybrid technique
                  for dynamic Web Service discovery},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
                  {USA}},
  pages        = {121--125},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IRI.2010.5558952},
  doi          = {10.1109/IRI.2010.5558952},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/ShafiqART10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/SuleimanSGPAAR10,
  author       = {Iyad Suleiman and
                  Tamer Salman and
                  Shang Gao and
                  Faruk Polat and
                  Maha Arslan and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {The power of genetic algorithm in automated assessment of school readiness},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
                  {USA}},
  pages        = {280--285},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IRI.2010.5558924},
  doi          = {10.1109/IRI.2010.5558924},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/SuleimanSGPAAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Taniar10/KhabbazKAA10,
  author       = {Mohammad Khabbaz and
                  Keivan Kianmehr and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  editor       = {David Taniar and
                  Laura Irina Rusu},
  title        = {An Integrated Framework for Fuzzy Classification and Analysis of Gene
                  Expression Data},
  booktitle    = {Strategic Advancements in Utilizing Data Mining and Warehousing Technologies:
                  New Concepts and Developments},
  pages        = {151--177},
  publisher    = {{IGI} Global},
  year         = {2010},
  url          = {http://www.igi-global.com/Bookstore/chapter.aspx?titleid=40403},
  timestamp    = {Tue, 16 May 2017 14:01:33 +0200},
  biburl       = {https://dblp.org/rec/books/igi/Taniar10/KhabbazKAA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/anis/LeeKKAR10,
  author       = {Iltae Lee and
                  Negar Koochakzadeh and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Nasrullah Memon and
                  Jennifer Jie Xu and
                  David L. Hicks and
                  Hsinchun Chen},
  title        = {Integrating Genetic Algorithms and Fuzzy Logic for Web Structure Optimization},
  booktitle    = {Data Mining for Social Network Data},
  series       = {Annals of Information Systems},
  volume       = {12},
  pages        = {201--215},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-1-4419-6287-4\_11},
  doi          = {10.1007/978-1-4419-6287-4\_11},
  timestamp    = {Thu, 07 Dec 2023 20:38:40 +0100},
  biburl       = {https://dblp.org/rec/series/anis/LeeKKAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/MemonA10,
  author       = {Nasrullah Memon and
                  Reda Alhajj},
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {Social Networks: {A} Powerful Model for Serving a Wide Range of Domains},
  booktitle    = {From Sociology to Computing in Social Networks - Theory, Foundations
                  and Applications},
  series       = {Lecture Notes in Social Networks},
  volume       = {1},
  pages        = {1--9},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-7091-0294-7\_1},
  doi          = {10.1007/978-3-7091-0294-7\_1},
  timestamp    = {Tue, 16 May 2017 14:24:38 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/MemonA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/NagiGKKRAR10,
  author       = {Mohamad Nagi and
                  Abdelghani Guerbas and
                  Keivan Kianmehr and
                  Panagiotis Karampelas and
                  Mick J. Ridley and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {Employing Social Network Construction and Analysis in Web Structure
                  Optimization},
  booktitle    = {From Sociology to Computing in Social Networks - Theory, Foundations
                  and Applications},
  series       = {Lecture Notes in Social Networks},
  volume       = {1},
  pages        = {13--34},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-7091-0294-7\_2},
  doi          = {10.1007/978-3-7091-0294-7\_2},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/NagiGKKRAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnsn/AdnanAR10,
  author       = {Muhaimenul Adnan and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {Integrating Entropy and Closed Frequent Pattern Mining for Social
                  Network Modelling and Analysis},
  booktitle    = {From Sociology to Computing in Social Networks - Theory, Foundations
                  and Applications},
  series       = {Lecture Notes in Social Networks},
  volume       = {1},
  pages        = {95--115},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-7091-0294-7\_6},
  doi          = {10.1007/978-3-7091-0294-7\_6},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/AdnanAR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/KianmehrOLJJASA10,
  author       = {Keivan Kianmehr and
                  Tansel {\"{O}}zyer and
                  Anthony Chiu Wa Lo and
                  Jamal Jida and
                  Alnaar Jiwani and
                  Yasin Alimohamed and
                  Krista Spence and
                  Reda Alhajj},
  editor       = {Zongmin Ma and
                  Li Yan},
  title        = {Human Centric Data Representation: From Fuzzy Relational Databases
                  into Fuzzy {XML}},
  booktitle    = {Soft Computing in {XML} Data Management - Intelligent Systems from
                  Decision Making to Data Mining, Web Intelligence and Computer Vision},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {255},
  pages        = {55--77},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14010-5\_3},
  doi          = {10.1007/978-3-642-14010-5\_3},
  timestamp    = {Mon, 08 Jun 2020 14:54:23 +0200},
  biburl       = {https://dblp.org/rec/series/sfsc/KianmehrOLJJASA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/KianmehrJCSWARB10,
  author       = {Keivan Kianmehr and
                  Jamal Jida and
                  Allan Chan and
                  Nancy Situ and
                  Kim Wong and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Ken Barker},
  editor       = {Zongmin Ma and
                  Li Yan},
  title        = {Attractive Interface for {XML:} Convincing Naive Users to Go Online},
  booktitle    = {Soft Computing in {XML} Data Management - Intelligent Systems from
                  Decision Making to Data Mining, Web Intelligence and Computer Vision},
  series       = {Studies in Fuzziness and Soft Computing},
  volume       = {255},
  pages        = {165--191},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-14010-5\_7},
  doi          = {10.1007/978-3-642-14010-5\_7},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sfsc/KianmehrJCSWARB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/asunam/2010,
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {International Conference on Advances in Social Networks Analysis and
                  Mining, {ASONAM} 2010, Odense, Denmark, August 9-11, 2010},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/5562738/proceeding},
  isbn         = {978-0-7695-4138-9},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/2010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/lnsn/2010-1,
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {From Sociology to Computing in Social Networks - Theory, Foundations
                  and Applications},
  series       = {Lecture Notes in Social Networks},
  volume       = {1},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-7091-0294-7},
  doi          = {10.1007/978-3-7091-0294-7},
  isbn         = {978-3-7091-0293-0},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lnsn/2010-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/AdnanA09,
  author       = {Muhaimenul Adnan and
                  Reda Alhajj},
  title        = {DRFP-tree: disk-resident frequent pattern tree},
  journal      = {Appl. Intell.},
  volume       = {30},
  number       = {2},
  pages        = {84--97},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10489-007-0099-2},
  doi          = {10.1007/S10489-007-0099-2},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/AdnanA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ObiedA09,
  author       = {Ahmed Obied and
                  Reda Alhajj},
  title        = {Fraudulent and malicious sites on the web},
  journal      = {Appl. Intell.},
  volume       = {30},
  number       = {2},
  pages        = {112--120},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10489-007-0102-y},
  doi          = {10.1007/S10489-007-0102-Y},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/ObiedA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/OzyerA09,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Parallel clustering of high dimensional data by integrating multi-objective
                  genetic algorithm with divide and conquer},
  journal      = {Appl. Intell.},
  volume       = {31},
  number       = {3},
  pages        = {318--331},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10489-008-0129-8},
  doi          = {10.1007/S10489-008-0129-8},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/OzyerA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZengAD09,
  author       = {Jia Zeng and
                  Reda Alhajj and
                  Douglas J. Demetrick},
  title        = {Adaptive multi-agent architecture for functional sequence motifs recognition},
  journal      = {Bioinform.},
  volume       = {25},
  number       = {23},
  pages        = {3084--3092},
  year         = {2009},
  url          = {https://doi.org/10.1093/bioinformatics/btp567},
  doi          = {10.1093/BIOINFORMATICS/BTP567},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/ZengAD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ZengAD09,
  author       = {Jia Zeng and
                  Reda Alhajj and
                  Douglas J. Demetrick},
  title        = {Representative transcript sets for evaluating a translational initiation
                  sites predictor},
  journal      = {{BMC} Bioinform.},
  volume       = {10},
  year         = {2009},
  url          = {https://doi.org/10.1186/1471-2105-10-206},
  doi          = {10.1186/1471-2105-10-206},
  timestamp    = {Sun, 15 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcbi/ZengAD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/KianmehrA09,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Calling communities analysis and identification using machine learning
                  techniques},
  journal      = {Expert Syst. Appl.},
  volume       = {36},
  number       = {3},
  pages        = {6218--6226},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.eswa.2008.07.072},
  doi          = {10.1016/J.ESWA.2008.07.072},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/KianmehrA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AlshalalfahA09,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Cancer class prediction: Two stage clustering approach to identify
                  informative genes},
  journal      = {Intell. Data Anal.},
  volume       = {13},
  number       = {4},
  pages        = {671--686},
  year         = {2009},
  url          = {https://doi.org/10.3233/IDA-2009-0386},
  doi          = {10.3233/IDA-2009-0386},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/AlshalalfahA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijguc/RahmanBA09,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Performance evaluation of different replica placement algorithms},
  journal      = {Int. J. Grid Util. Comput.},
  volume       = {1},
  number       = {2},
  pages        = {121--133},
  year         = {2009},
  url          = {https://doi.org/10.1504/IJGUC.2009.022028},
  doi          = {10.1504/IJGUC.2009.022028},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijguc/RahmanBA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijids/RifaieKAR09,
  author       = {Mohammad Rifaie and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {Data modelling for effective data warehouse architecture and design},
  journal      = {Int. J. Inf. Decis. Sci.},
  volume       = {1},
  number       = {3},
  pages        = {282--300},
  year         = {2009},
  url          = {https://doi.org/10.1504/IJIDS.2009.027656},
  doi          = {10.1504/IJIDS.2009.027656},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijids/RifaieKAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/RasheedAA09,
  author       = {Faraz Rasheed and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Adaptive Machine Learning Technique for Periodicity Detection in Biological
                  Sequences},
  journal      = {Int. J. Neural Syst.},
  volume       = {19},
  number       = {1},
  pages        = {11--24},
  year         = {2009},
  url          = {https://doi.org/10.1142/S012906570900180X},
  doi          = {10.1142/S012906570900180X},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijns/RasheedAA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/AlhajjZ09,
  author       = {Reda Alhajj and
                  Kang Zhang},
  title        = {Special Issue on Information Reuse and Integration},
  journal      = {Informatica (Slovenia)},
  volume       = {33},
  number       = {3},
  pages        = {243},
  year         = {2009},
  url          = {http://www.informatica.si/index.php/informatica/article/view/243},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/informaticaSI/AlhajjZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/NaserAR09,
  author       = {Taher Naser and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {Two-Way Mapping between Object-Oriented Databases and {XML}},
  journal      = {Informatica (Slovenia)},
  volume       = {33},
  number       = {3},
  pages        = {297--308},
  year         = {2009},
  url          = {http://www.informatica.si/index.php/informatica/article/view/249},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/informaticaSI/NaserAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wias/KianmehrOKA09,
  author       = {Keivan Kianmehr and
                  Tansel {\"{O}}zyer and
                  Mehmet Kaya and
                  Reda Alhajj},
  title        = {Wrapping VRXQuery with self-adaptive fuzzy capabilities},
  journal      = {Web Intell. Agent Syst.},
  volume       = {7},
  number       = {3},
  pages        = {269--279},
  year         = {2009},
  url          = {https://doi.org/10.3233/WIA-2009-0168},
  doi          = {10.3233/WIA-2009-0168},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/wias/KianmehrOKA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/MadhukarOA09,
  author       = {Alok Madhukar and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Dynamic cache invalidation scheme for wireless mobile environments},
  journal      = {Wirel. Networks},
  volume       = {15},
  number       = {6},
  pages        = {727--740},
  year         = {2009},
  url          = {https://doi.org/10.1007/s11276-007-0071-4},
  doi          = {10.1007/S11276-007-0071-4},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/winet/MadhukarOA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KinzelKUVKAR09,
  author       = {David Kinzel and
                  Micah Klettke and
                  Paul Uppal and
                  Naheed Visram and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {The Economic Benefts of Web Mining},
  booktitle    = {2009 International Conference on Advances in Social Network Analysis
                  and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},
  pages        = {25--32},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ASONAM.2009.77},
  doi          = {10.1109/ASONAM.2009.77},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/KinzelKUVKAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/TanPA09,
  author       = {Mehmet Tan and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Derivation of Transcriptional Regulatory Relationships by Partial
                  Least Squares Regression},
  booktitle    = {2009 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2009, Washington, DC, USA, November 1-4, 2009, Proceedings},
  pages        = {88--91},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/BIBM.2009.62},
  doi          = {10.1109/BIBM.2009.62},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/TanPA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/QabajaAAR09,
  author       = {Ala Qabaja and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Multiagent Approach for Identifying Cancer Biomarkers},
  booktitle    = {2009 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2009, Washington, DC, USA, November 1-4, 2009, Proceedings},
  pages        = {228--233},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/BIBM.2009.63},
  doi          = {10.1109/BIBM.2009.63},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/QabajaAAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/RasheedPAR09,
  author       = {Faraz Rasheed and
                  Peter Peng and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Emilio Corchado and
                  Hujun Yin},
  title        = {Fourier Transform Based Spatial Outlier Mining},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
                  10th International Conference, Burgos, Spain, September 23-26, 2009.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5788},
  pages        = {317--324},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04394-9\_39},
  doi          = {10.1007/978-3-642-04394-9\_39},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/RasheedPAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/SetoCDKA09,
  author       = {Jeany Seto and
                  Shane Clement and
                  David Duong and
                  Keivan Kianmehr and
                  Reda Alhajj},
  editor       = {Emilio Corchado and
                  Hujun Yin},
  title        = {Fuzzy Query Model for {XML} Documents},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
                  10th International Conference, Burgos, Spain, September 23-26, 2009.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5788},
  pages        = {333--340},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04394-9\_41},
  doi          = {10.1007/978-3-642-04394-9\_41},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/SetoCDKA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/KianmehrPLCPCARB09,
  author       = {Keivan Kianmehr and
                  X. Peng and
                  Chris Luce and
                  Justin Chung and
                  Nam Pham and
                  Walter Chung and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Ken Barker},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Ismail Khalil},
  title        = {Mining online shopping patterns and communities},
  booktitle    = {iiWAS'2009 - The Eleventh International Conference on Information
                  Integration and Web-based Applications and Services, 14-16 December
                  2009, Kuala Lumpur, Malaysia},
  pages        = {400--404},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1806338.1806411},
  doi          = {10.1145/1806338.1806411},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/KianmehrPLCPCARB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/KianmehrGARAARB09,
  author       = {Keivan Kianmehr and
                  Shang Gao and
                  Jawad Attari and
                  M. Mushfiqur Rahman and
                  Kofi Akomeah and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Ken Barker},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Ismail Khalil},
  title        = {Text summarization techniques: {SVM} versus neural networks},
  booktitle    = {iiWAS'2009 - The Eleventh International Conference on Information
                  Integration and Web-based Applications and Services, 14-16 December
                  2009, Kuala Lumpur, Malaysia},
  pages        = {487--491},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1806338.1806429},
  doi          = {10.1145/1806338.1806429},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/KianmehrGARAARB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/RifaieAR09,
  author       = {Mohammad Rifaie and
                  Reda Alhajj and
                  Mick J. Ridley},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Ismail Khalil},
  title        = {Data governance strategy: a key issue in building Enterprise Data
                  Warehouse},
  booktitle    = {iiWAS'2009 - The Eleventh International Conference on Information
                  Integration and Web-based Applications and Services, 14-16 December
                  2009, Kuala Lumpur, Malaysia},
  pages        = {587--591},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1806338.1806449},
  doi          = {10.1145/1806338.1806449},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/RifaieAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/GaoAR09,
  author       = {Shang Gao and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Modeling Knowledge Discovery in Financial Forecasting},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2009, 10-12 August 2009, Las Vegas, Nevada,
                  {USA}},
  pages        = {41--46},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/IRI.2009.5211612},
  doi          = {10.1109/IRI.2009.5211612},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/GaoAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/LeeKKAR09,
  author       = {Iltae Lee and
                  Keivan Kianmehr and
                  Negar Koochakzadeh and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {A New Framework for an Adaptive Classifier Model},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2009, 10-12 August 2009, Las Vegas, Nevada,
                  {USA}},
  pages        = {138--144},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/IRI.2009.5211540},
  doi          = {10.1109/IRI.2009.5211540},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/LeeKKAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/GaoARG09,
  author       = {Shang Gao and
                  Reda Alhajj and
                  Jon G. Rokne and
                  Jiwen Guan},
  title        = {Set-based approach in mining sequential patterns},
  booktitle    = {The 24th International Symposium on Computer and Information Sciences,
                  {ISCIS} 2009, 14-16 September 2009, North Cyprus},
  pages        = {218--223},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/ISCIS.2009.5291851},
  doi          = {10.1109/ISCIS.2009.5291851},
  timestamp    = {Mon, 16 Jul 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iscis/GaoARG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/AdnanAR09,
  author       = {Muhaimenul Adnan and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Ebad Banissi and
                  Liz J. Stuart and
                  Theodor G. Wyeld and
                  Mikael Jern and
                  Gennady L. Andrienko and
                  Nasrullah Memon and
                  Reda Alhajj and
                  Remo Aslak Burkhard and
                  Georges G. Grinstein and
                  Dennis P. Groth and
                  Anna Ursyn and
                  Jimmy Johansson and
                  Camilla Forsell and
                  Urska Cvek and
                  Marjan Trutschl and
                  Francis T. Marchese and
                  Carsten Maple and
                  Andrew J. Cowell and
                  Andrew Vande Moere},
  title        = {Identifying Social Communities by Frequent Pattern Mining},
  booktitle    = {13th International Conference on Information Visualisation, {IV} 2009,
                  15-17 July 2009, Barcelona, Spain},
  pages        = {413--418},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/IV.2009.49},
  doi          = {10.1109/IV.2009.49},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iv/AdnanAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/09/KiselevA09,
  author       = {Igor Kiselev and
                  Reda Alhajj},
  editor       = {Longbing Cao},
  title        = {A Multiagent Approach to Adaptive Continuous Analysis of Streaming
                  Data in Complex Uncertain Environments},
  booktitle    = {Data Mining and Multi-agent Integration},
  pages        = {201--218},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-1-4419-0522-2\_14},
  doi          = {10.1007/978-1-4419-0522-2\_14},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/09/KiselevA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ZengA09,
  author       = {Jia Zeng and
                  Reda Alhajj},
  editor       = {Chee Peng Lim and
                  Lakhmi C. Jain and
                  Satchidananda Dehuri},
  title        = {Integrating Swarm Intelligent Algorithms for Translation Initiation
                  Sites Prediction},
  booktitle    = {Innovations in Swarm Intelligence},
  series       = {Studies in Computational Intelligence},
  volume       = {248},
  pages        = {141--157},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04225-6\_8},
  doi          = {10.1007/978-3-642-04225-6\_8},
  timestamp    = {Wed, 14 Nov 2018 10:12:17 +0100},
  biburl       = {https://dblp.org/rec/series/sci/ZengA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Al-ShalalfaQAR09,
  author       = {Mohammed Al{-}Shalalfa and
                  Ala Qabaja and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Chee Peng Lim and
                  Lakhmi C. Jain and
                  Satchidananda Dehuri},
  title        = {Identifying Disease-Related Biomarkers by Studying Social Networks
                  of Genes},
  booktitle    = {Innovations in Swarm Intelligence},
  series       = {Studies in Computational Intelligence},
  volume       = {248},
  pages        = {237--253},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04225-6\_12},
  doi          = {10.1007/978-3-642-04225-6\_12},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Al-ShalalfaQAR09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/asunam/2009,
  editor       = {Nasrullah Memon and
                  Reda Alhajj},
  title        = {2009 International Conference on Advances in Social Network Analysis
                  and Mining, {ASONAM} 2009, 20-22 July 2009, Athens, Greece},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/5231771/proceeding},
  isbn         = {978-0-7695-3689-7},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/asunam/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iv/2009,
  editor       = {Ebad Banissi and
                  Liz J. Stuart and
                  Theodor G. Wyeld and
                  Mikael Jern and
                  Gennady L. Andrienko and
                  Nasrullah Memon and
                  Reda Alhajj and
                  Remo Aslak Burkhard and
                  Georges G. Grinstein and
                  Dennis P. Groth and
                  Anna Ursyn and
                  Jimmy Johansson and
                  Camilla Forsell and
                  Urska Cvek and
                  Marjan Trutschl and
                  Francis T. Marchese and
                  Carsten Maple and
                  Andrew J. Cowell and
                  Andrew Vande Moere},
  title        = {13th International Conference on Information Visualisation, {IV} 2009,
                  15-17 July 2009, Barcelona, Spain},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/5190764/proceeding},
  isbn         = {978-0-7695-3733-7},
  timestamp    = {Sat, 10 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iv/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/KianmehrA08,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Effectiveness of Support Vector Machine for Crime Hot-Spots Prediction},
  journal      = {Appl. Artif. Intell.},
  volume       = {22},
  number       = {5},
  pages        = {433--458},
  year         = {2008},
  url          = {https://doi.org/10.1080/08839510802028405},
  doi          = {10.1080/08839510802028405},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aai/KianmehrA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/KayaA08,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Online mining of fuzzy multidimensional weighted association rules},
  journal      = {Appl. Intell.},
  volume       = {29},
  number       = {1},
  pages        = {13--34},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10489-007-0078-7},
  doi          = {10.1007/S10489-007-0078-7},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/KayaA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/KianmehrA08,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  title        = {{CARSVM:} {A} class association rule-based classification framework
                  and its application to gene expression data},
  journal      = {Artif. Intell. Medicine},
  volume       = {44},
  number       = {1},
  pages        = {7--25},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.artmed.2008.05.002},
  doi          = {10.1016/J.ARTMED.2008.05.002},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/KianmehrA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/grid/RahmanBA08,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Replica Placement Strategies in Data Grid},
  journal      = {J. Grid Comput.},
  volume       = {6},
  number       = {1},
  pages        = {103--123},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10723-007-9090-8},
  doi          = {10.1007/S10723-007-9090-8},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/grid/RahmanBA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdwm/KhabbazKAA08,
  author       = {Mohammad Khabbaz and
                  Keivan Kianmehr and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Effectiveness of Fuzzy Classifier Rules in Capturing Correlations
                  between Genes},
  journal      = {Int. J. Data Warehous. Min.},
  volume       = {4},
  number       = {4},
  pages        = {62--83},
  year         = {2008},
  url          = {https://doi.org/10.4018/jdwm.2008100104},
  doi          = {10.4018/JDWM.2008100104},
  timestamp    = {Thu, 20 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jdwm/KhabbazKAA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/AlhajjK08,
  author       = {Reda Alhajj and
                  Mehmet Kaya},
  title        = {Multi-objective genetic algorithms based automated clustering for
                  fuzzy association rules mining},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {31},
  number       = {3},
  pages        = {243--264},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10844-007-0044-1},
  doi          = {10.1007/S10844-007-0044-1},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/AlhajjK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/RahmanAB08,
  author       = {Rashedur M. Rahman and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Replica selection strategies in data grid},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {68},
  number       = {12},
  pages        = {1561--1574},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.jpdc.2008.07.013},
  doi          = {10.1016/J.JPDC.2008.07.013},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/RahmanAB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/OzyerA08,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Deciding on Number of Clusters by Multi-Objective Optimization and
                  Validity Analysis},
  journal      = {J. Multiple Valued Log. Soft Comput.},
  volume       = {14},
  number       = {3-5},
  pages        = {457--474},
  year         = {2008},
  url          = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-14-number-3-5-2008/mvlsc-14-3-5-p-457-474/},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mvl/OzyerA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AshrafOA08,
  author       = {Fatima Ashraf and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Employing Clustering Techniques for Automatic Information Extraction
                  From {HTML} Documents},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
  volume       = {38},
  number       = {5},
  pages        = {660--673},
  year         = {2008},
  url          = {https://doi.org/10.1109/TSMCC.2008.923882},
  doi          = {10.1109/TSMCC.2008.923882},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/AshrafOA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KiselevA08,
  author       = {Igor Kiselev and
                  Reda Alhajj},
  editor       = {Dieter Fox and
                  Carla P. Gomes},
  title        = {A Self-organizing Multi-agent System for Adaptive Continuous Unsupervised
                  Learning in Complex Uncertain Environments},
  booktitle    = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
                  {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
  pages        = {1808--1809},
  publisher    = {{AAAI} Press},
  year         = {2008},
  url          = {http://www.aaai.org/Library/AAAI/2008/aaai08-294.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KiselevA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/AlshalalfaAR08,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj and
                  Jon G. Rokne},
  title        = {Combining singular value decomposition and t-test into hybrid approach
                  for significant gene extraction from microarray data},
  booktitle    = {Proceedings of the 8th {IEEE} International Conference on Bioinformatics
                  and Bioengineering, {BIBE} 2008, October 8-10, 2008, Athens, Greece},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/BIBE.2008.4696691},
  doi          = {10.1109/BIBE.2008.4696691},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/bibe/AlshalalfaAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/TanAP08,
  author       = {Mehmet Tan and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Large-scale approximate intervention strategies for Probabilistic
                  Boolean Networks as models of gene regulation},
  booktitle    = {Proceedings of the 8th {IEEE} International Conference on Bioinformatics
                  and Bioengineering, {BIBE} 2008, October 8-10, 2008, Athens, Greece},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/BIBE.2008.4696698},
  doi          = {10.1109/BIBE.2008.4696698},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bibe/TanAP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZengAD08,
  author       = {Jia Zeng and
                  Reda Alhajj and
                  Douglas J. Demetrick},
  editor       = {Xue{-}wen Chen and
                  Xiaohua Hu and
                  Sun Kim},
  title        = {Effectiveness of Applying Codon Usage Bias for Translational Initiation
                  Sites Prediction},
  booktitle    = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
  pages        = {121--126},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/BIBM.2008.30},
  doi          = {10.1109/BIBM.2008.30},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/ZengAD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bird/Al-ShalalfaA08,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  editor       = {Mourad Elloumi and
                  Josef K{\"{u}}ng and
                  Michal Linial and
                  Robert F. Murphy and
                  Kristan Schneider and
                  Cristian Toma},
  title        = {Motif Location Prediction by Divide and Conquer},
  booktitle    = {Bioinformatics Research and Development, Second International Conference,
                  {BIRD} 2008, Vienna, Austria, July 7-9, 2008, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {13},
  pages        = {102--113},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-70600-7\_8},
  doi          = {10.1007/978-3-540-70600-7\_8},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bird/Al-ShalalfaA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/TanAAP08,
  author       = {Mehmet Tan and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Combining multiple types of biological data in constraint-based learning
                  of gene regulatory networks},
  booktitle    = {Proceedings of the 2008 {IEEE} Symposium on Computational Intelligence
                  in Bioinformatics and Computational Biology, {CIBCB} 2008, Sun Valley
                  Resort, Sun Valley, Idaho, USA, September 15-17, 2008},
  pages        = {90--97},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/CIBCB.2008.4675764},
  doi          = {10.1109/CIBCB.2008.4675764},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cibcb/TanAAP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/ZengA08,
  author       = {Jia Zeng and
                  Reda Alhajj},
  title        = {Predicting translation initiation sites using a multi-agent architecture
                  empowered with reinforcement learning},
  booktitle    = {Proceedings of the 2008 {IEEE} Symposium on Computational Intelligence
                  in Bioinformatics and Computational Biology, {CIBCB} 2008, Sun Valley
                  Resort, Sun Valley, Idaho, USA, September 15-17, 2008},
  pages        = {241--248},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/CIBCB.2008.4675786},
  doi          = {10.1109/CIBCB.2008.4675786},
  timestamp    = {Mon, 22 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cibcb/ZengA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/ZhangAR08,
  author       = {Ming Zhang and
                  Reda Alhajj and
                  Jon G. Rokne},
  editor       = {Walid G. Aref and
                  Mohamed F. Mokbel and
                  Markus Schneider},
  title        = {Optimal incremental multi-step nearest-neighbor search},
  booktitle    = {16th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic
                  Information Systems, {ACM-GIS} 2008, November 5-7, 2008, Irvine, California,
                  USA, Proceedings},
  pages        = {75},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1463434.1463520},
  doi          = {10.1145/1463434.1463520},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gis/ZhangAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/KiselevA08,
  author       = {Igor Kiselev and
                  Reda Alhajj},
  title        = {An Adaptive Multi-agent System for Continuous Learning of Streaming
                  Data},
  booktitle    = {Proceedings of the 2008 {IEEE/WIC/ACM} International Conference on
                  Intelligent Agent Technology, Sydney, NSW, Australia, December 9-12,
                  2008},
  pages        = {148--153},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/WIIAT.2008.368},
  doi          = {10.1109/WIIAT.2008.368},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iat/KiselevA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/GezerYTOA08,
  author       = {G{\"{o}}kt{\"{u}}rk Gezer and
                  Ilker O. Yaz and
                  Hasan Mert Taymaz and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Jos{\'{e}} Cordeiro and
                  Joaquim Filipe},
  title        = {A Bi-Criteria Scheduling Framework for the Supply Chain Management
                  of Mobile Providers},
  booktitle    = {{ICEIS} 2008 - Proceedings of the Tenth International Conference on
                  Enterprise Information Systems, Volume AIDSS, Barcelona, Spain, June
                  12-16, 2008},
  pages        = {364--369},
  year         = {2008},
  timestamp    = {Sat, 28 Aug 2010 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/GezerYTOA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/RifaieBMMKAR08,
  author       = {Mohammad Rifaie and
                  Erwin J. Blas and
                  Abdel Rahman M. Muhsen and
                  Terrance Tin Hoi Mok and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Mick J. Ridley},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Ismail Khalil Ibrahim},
  title        = {Data warehouse architecture for {GIS} applications},
  booktitle    = {iiWAS'2008 - The Tenth International Conference on Information Integration
                  and Web-based Applications Services, 24-26 November 2008, Linz, Austria},
  pages        = {178--185},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1497308.1497344},
  doi          = {10.1145/1497308.1497344},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/RifaieBMMKAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/NasserAR08,
  author       = {Taher Naser and
                  Reda Alhajj and
                  Mick J. Ridley},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  Eric Pardede and
                  Ismail Khalil Ibrahim},
  title        = {Flexible approach for representing object oriented databases in {XML}
                  format},
  booktitle    = {iiWAS'2008 - The Tenth International Conference on Information Integration
                  and Web-based Applications Services, 24-26 November 2008, Linz, Austria},
  pages        = {430--433},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1497308.1497387},
  doi          = {10.1145/1497308.1497387},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiwas/NasserAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/NaserAR08,
  author       = {Taher Naser and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {Reengineering {XML} into object-oriented database},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2008, 13-15 July 2008, Las Vegas, Nevada,
                  {USA}},
  pages        = {1--6},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/IRI.2008.4582995},
  doi          = {10.1109/IRI.2008.4582995},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/NaserAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/RifaieKAR08,
  author       = {Mohammad Rifaie and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {Data warehouse architecture and design},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2008, 13-15 July 2008, Las Vegas, Nevada,
                  {USA}},
  pages        = {58--63},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/IRI.2008.4583005},
  doi          = {10.1109/IRI.2008.4583005},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/RifaieKAR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ChanSWKA08,
  author       = {Allan Chan and
                  Nancy Situ and
                  Kim Wong and
                  Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Fuzzy querying of nested {XML}},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2008, 13-15 July 2008, Las Vegas, Nevada,
                  {USA}},
  pages        = {238--243},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/IRI.2008.4583036},
  doi          = {10.1109/IRI.2008.4583036},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/ChanSWKA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/RubinCZARLZABZ08,
  author       = {Stuart Harvey Rubin and
                  Shu{-}Ching Chen and
                  Lotfi A. Zadeh and
                  Hojjat Adeli and
                  Mohammad Rifaie and
                  Gordon K. Lee and
                  Kang Zhang and
                  Reda Alhajj and
                  Gary D. Boetticher and
                  Du Zhang},
  title        = {Panel: The role of information search and retrieval in economic stimulation},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2008, 13-15 July 2008, Las Vegas, Nevada,
                  {USA}},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/IRI.2008.4582991},
  doi          = {10.1109/IRI.2008.4582991},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/RubinCZARLZABZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KianmehrAA08,
  author       = {Keivan Kianmehr and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  editor       = {Aijun An and
                  Stan Matwin and
                  Zbigniew W. Ras and
                  Dominik Slezak},
  title        = {Effectiveness of Fuzzy Discretization for Class Association Rule-Based
                  Classification},
  booktitle    = {Foundations of Intelligent Systems, 17th International Symposium,
                  {ISMIS} 2008, Toronto, Canada, May 20-23, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4994},
  pages        = {298--308},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68123-6\_33},
  doi          = {10.1007/978-3-540-68123-6\_33},
  timestamp    = {Mon, 28 Aug 2023 21:17:48 +0200},
  biburl       = {https://dblp.org/rec/conf/ismis/KianmehrAA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iv/KianmehrA08,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Effectiveness of Machine Learning Techniques for Automated Identification
                  of Calling Communities},
  booktitle    = {12th International Conference on Information Visualisation, {IV} 2008,
                  8-11 July 2008, London, {UK}},
  pages        = {308--313},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/IV.2008.68},
  doi          = {10.1109/IV.2008.68},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iv/KianmehrA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/IsikmanYOOGA08,
  author       = {{\"{O}}mer {\"{O}}zg{\"{u}}n Isikman and
                  B. G{\"{o}}rkem Yalim and
                  Murat {\"{O}}zdemir and
                  Tansel {\"{O}}zyer and
                  Harun G{\"{o}}k{\c{c}}e and
                  Reda Alhajj},
  editor       = {Roger L. Wainwright and
                  Hisham Haddad},
  title        = {Adaptive weighted multi-criteria fuzzy query processing for web based
                  real estate applications},
  booktitle    = {Proceedings of the 2008 {ACM} Symposium on Applied Computing (SAC),
                  Fortaleza, Ceara, Brazil, March 16-20, 2008},
  pages        = {987--991},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1363686.1363916},
  doi          = {10.1145/1363686.1363916},
  timestamp    = {Tue, 06 Nov 2018 11:06:48 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/IsikmanYOOGA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/skg/ChuTBA08,
  author       = {Nelson C. N. Chu and
                  Quang Trinh and
                  Ken Barker and
                  Reda Alhajj},
  title        = {A Dynamic Ontology Mapping Architecture for a Grid Database System},
  booktitle    = {Fourth International Conference on Semantics, Knowledge and Grid,
                  {SKG} '08, Beijing, China, December 3-5, 2008},
  pages        = {343--346},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/SKG.2008.49},
  doi          = {10.1109/SKG.2008.49},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/skg/ChuTBA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MuhaimenulAB08,
  author       = {Muhaimenul and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Panagiotis Chountas and
                  Ilias Petrounias and
                  Janusz Kacprzyk},
  title        = {Alternative Method for Incrementally Constructing the FP-Tree},
  booktitle    = {Intelligent Techniques and Tools for Novel System Architectures},
  volume       = {109},
  pages        = {361--377},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-77623-9\_21},
  doi          = {10.1007/978-3-540-77623-9\_21},
  timestamp    = {Sat, 30 Sep 2023 10:30:33 +0200},
  biburl       = {https://dblp.org/rec/series/sci/MuhaimenulAB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BaruaA07,
  author       = {Sajib Barua and
                  Reda Alhajj},
  title        = {High performance computing for spatial outliers detection using parallel
                  wavelet transform},
  journal      = {Intell. Data Anal.},
  volume       = {11},
  number       = {6},
  pages        = {707--730},
  year         = {2007},
  url          = {http://content.iospress.com/articles/intelligent-data-analysis/ida00311},
  timestamp    = {Mon, 18 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/BaruaA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jikm/KianmehrZNOA07,
  author       = {Keivan Kianmehr and
                  Hongchao Zhang and
                  Konstantin Nikolov and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Utilising Neural Network and Support Vector Machine for gene Expression
                  Classification},
  journal      = {J. Inf. Knowl. Manag.},
  volume       = {6},
  number       = {4},
  pages        = {251--260},
  year         = {2007},
  url          = {https://doi.org/10.1142/S0219649207001822},
  doi          = {10.1142/S0219649207001822},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jikm/KianmehrZNOA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/OzyerAB07,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Intrusion detection by integrating boosting genetic fuzzy classifier
                  and data mining criteria for rule pre-screening},
  journal      = {J. Netw. Comput. Appl.},
  volume       = {30},
  number       = {1},
  pages        = {99--113},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.jnca.2005.06.002},
  doi          = {10.1016/J.JNCA.2005.06.002},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jnca/OzyerAB07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GirginPA07,
  author       = {Sertan Girgin and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Positive Impact of State Similarity on Reinforcement Learning Performance},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
  volume       = {37},
  number       = {5},
  pages        = {1256--1270},
  year         = {2007},
  url          = {https://doi.org/10.1109/TSMCB.2007.899419},
  doi          = {10.1109/TSMCB.2007.899419},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/GirginPA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/SweetOA07,
  author       = {Cary Sweet and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Reda Alhajj and
                  Hong Gao and
                  Xue Li and
                  Jianzhong Li and
                  Osmar R. Za{\"{\i}}ane},
  title        = {Enhanced Graph Based Genealogical Record Linkage},
  booktitle    = {Advanced Data Mining and Applications, Third International Conference,
                  {ADMA} 2007, Harbin, China, August 6-8, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4632},
  pages        = {476--487},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73871-8\_44},
  doi          = {10.1007/978-3-540-73871-8\_44},
  timestamp    = {Mon, 31 Aug 2020 16:04:32 +0200},
  biburl       = {https://dblp.org/rec/conf/adma/SweetOA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/GebaraA07,
  author       = {Dany Gebara and
                  Reda Alhajj},
  title        = {WaveQ: Combining Wavelet Analysis and Clustering for Effective Image
                  Retrieval},
  booktitle    = {21st International Conference on Advanced Information Networking and
                  Applications {(AINA} 2007), Workshops Proceedings, Volume 1, May 21-23,
                  2007, Niagara Falls, Canada},
  pages        = {289--294},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/AINAW.2007.372},
  doi          = {10.1109/AINAW.2007.372},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aina/GebaraA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/ZengA07,
  author       = {Jia Zeng and
                  Reda Alhajj},
  title        = {Effectiveness of Multi-Perspective Representation Scheme on Support
                  Vector Machines},
  booktitle    = {21st International Conference on Advanced Information Networking and
                  Applications {(AINA} 2007), Workshops Proceedings, Volume 1, May 21-23,
                  2007, Niagara Falls, Canada},
  pages        = {335--340},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/AINAW.2007.163},
  doi          = {10.1109/AINAW.2007.163},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aina/ZengA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/AshrafA07,
  author       = {Fatima Ashraf and
                  Reda Alhajj},
  title        = {ClusTex: Information Extraction from {HTML} Pages},
  booktitle    = {21st International Conference on Advanced Information Networking and
                  Applications {(AINA} 2007), Workshops Proceedings, Volume 1, May 21-23,
                  2007, Niagara Falls, Canada},
  pages        = {355--360},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/AINAW.2007.119},
  doi          = {10.1109/AINAW.2007.119},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aina/AshrafA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/Al-ShalalfaA07,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Attractive Feature Reduction Approach for Colon Data Classification},
  booktitle    = {21st International Conference on Advanced Information Networking and
                  Applications {(AINA} 2007), Workshops Proceedings, Volume 1, May 21-23,
                  2007, Niagara Falls, Canada},
  pages        = {678--683},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/AINAW.2007.103},
  doi          = {10.1109/AINAW.2007.103},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aina/Al-ShalalfaA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/Al-ShalalfaA07a,
  author       = {Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  title        = {Application of Double Clustering to Gene Expression Data for Class
                  Prediction},
  booktitle    = {21st International Conference on Advanced Information Networking and
                  Applications {(AINA} 2007), Workshops Proceedings, Volume 1, May 21-23,
                  2007, Niagara Falls, Canada},
  pages        = {733--738},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/AINAW.2007.97},
  doi          = {10.1109/AINAW.2007.97},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aina/Al-ShalalfaA07a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/TanPA07,
  author       = {Mehmet Tan and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Feature Reduction for Gene Regulatory Network Control},
  booktitle    = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics
                  and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical
                  School, Boston, MA, {USA}},
  pages        = {1260--1264},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/BIBE.2007.4375727},
  doi          = {10.1109/BIBE.2007.4375727},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibe/TanPA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZengA07,
  author       = {Jia Zeng and
                  Reda Alhajj},
  title        = {Multi-agent System for Translation Initiation Site Prediction},
  booktitle    = {Proceedings of the {IEEE} International Conference on Bioinformatics
                  and Biomedicine, {BIBM} 2007, Silicon Valley, CA, USA, November 2-4,
                  2007},
  pages        = {103--110},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/BIBM.2007.51},
  doi          = {10.1109/BIBM.2007.51},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/ZengA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/RahmanBA07,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {A Predictive Technique for Replica Selection in Grid Environment},
  booktitle    = {Seventh {IEEE} International Symposium on Cluster Computing and the
                  Grid (CCGrid 2007), 14-17 May 2007, Rio de Janeiro, Brazil},
  pages        = {163--170},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/CCGRID.2007.8},
  doi          = {10.1109/CCGRID.2007.8},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/RahmanBA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/RahmanBA07a,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Study of Different Replica Placement and Maintenance Strategies in
                  Data Grid},
  booktitle    = {Seventh {IEEE} International Symposium on Cluster Computing and the
                  Grid (CCGrid 2007), 14-17 May 2007, Rio de Janeiro, Brazil},
  pages        = {171--178},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/CCGRID.2007.111},
  doi          = {10.1109/CCGRID.2007.111},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/RahmanBA07a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/KhabbazKAA07,
  author       = {Mohammad Khabbaz and
                  Keivan Kianmehr and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  editor       = {Il Yeal Song and
                  Johann Eder and
                  Tho Manh Nguyen},
  title        = {Fuzzy Classifier Based Feature Reduction for Better Gene Selection},
  booktitle    = {Data Warehousing and Knowledge Discovery, 9th International Conference,
                  DaWaK 2007, Regensburg, Germany, September 3-7, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4654},
  pages        = {334--344},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74553-2\_31},
  doi          = {10.1007/978-3-540-74553-2\_31},
  timestamp    = {Thu, 18 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dawak/KhabbazKAA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gca/RahmanBA07,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Hamid R. Arabnia},
  title        = {Performance Analysis of a Replica Selection Strategy in Grid Environment
                  Tuned with Replica Placement Decisions},
  booktitle    = {Proceedings of the 2007 International Conference on Grid Computing
                  {\&} Applications, {GCA} 2007, Las Vegas, Nevada, USA, June 25-28,
                  2007},
  pages        = {159--165},
  publisher    = {{CSREA} Press},
  year         = {2007},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gca/RahmanBA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/BaruaA07,
  author       = {Sajib Barua and
                  Reda Alhajj},
  editor       = {Hanan Samet and
                  Cyrus Shahabi and
                  Markus Schneider},
  title        = {A parallel multi-scale region outlier mining algorithm for meteorological
                  data},
  booktitle    = {15th {ACM} International Symposium on Geographic Information Systems,
                  {ACM-GIS} 2007, November 7-9, 2007, Seattle, Washington, USA, Proceedings},
  pages        = {51},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1341012.1341075},
  doi          = {10.1145/1341012.1341075},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/gis/BaruaA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/DutaBA07,
  author       = {Angela Cristina Duta and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Jorge Cardoso and
                  Jos{\'{e}} Cordeiro and
                  Joaquim Filipe},
  title        = {{XML} schema structural equivalence},
  booktitle    = {{ICEIS} 2007 - Proceedings of the Ninth International Conference on
                  Enterprise Information Systems, Volume DISI, Funchal, Madeira, Portugal,
                  June 12-16, 2007},
  pages        = {52--59},
  year         = {2007},
  timestamp    = {Thu, 03 Feb 2022 09:27:49 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/DutaBA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/ArshinoffRSAO07,
  author       = {Brad Arshinoff and
                  Damon Ratcliffe and
                  Martin Saetre and
                  Reda Alhajj and
                  Tansel {\"{O}}zyer},
  editor       = {Jorge Cardoso and
                  Jos{\'{e}} Cordeiro and
                  Joaquim Filipe},
  title        = {Simplified query construction - queries made as easy as possible},
  booktitle    = {{ICEIS} 2007 - Proceedings of the Ninth International Conference on
                  Enterprise Information Systems, Volume DISI, Funchal, Madeira, Portugal,
                  June 12-16, 2007},
  pages        = {125--130},
  year         = {2007},
  timestamp    = {Mon, 29 Oct 2007 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/ArshinoffRSAO07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/JeffreyKLKA07,
  author       = {Jonathan Jeffrey and
                  Peter Karski and
                  Bj{\"{o}}rn Lohrmann and
                  Keivan Kianmehr and
                  Reda Alhajj},
  editor       = {Hujun Yin and
                  Peter Ti{\~{n}}o and
                  Emilio Corchado and
                  William Byrne and
                  Xin Yao},
  title        = {Optimizing Web Structures Using Web Mining Techniques},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
                  8th International Conference, Birmingham, UK, December 16-19, 2007,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4881},
  pages        = {653--662},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-77226-2\_66},
  doi          = {10.1007/978-3-540-77226-2\_66},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/JeffreyKLKA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/BaruaA07,
  author       = {Sajib Barua and
                  Reda Alhajj},
  editor       = {Hujun Yin and
                  Peter Ti{\~{n}}o and
                  Emilio Corchado and
                  William Byrne and
                  Xin Yao},
  title        = {Parallel Wavelet Transform for Spatio-temporal Outlier Detection in
                  Large Meteorological Data},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
                  8th International Conference, Birmingham, UK, December 16-19, 2007,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4881},
  pages        = {684--694},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-77226-2\_69},
  doi          = {10.1007/978-3-540-77226-2\_69},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/BaruaA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/RasheedAA07,
  author       = {Faraz Rasheed and
                  Mohammed Al{-}Shalalfa and
                  Reda Alhajj},
  editor       = {Hujun Yin and
                  Peter Ti{\~{n}}o and
                  Emilio Corchado and
                  William Byrne and
                  Xin Yao},
  title        = {Adapting Machine Learning Technique for Periodicity Detection in Nucleosomal
                  Locations in Sequences},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
                  8th International Conference, Birmingham, UK, December 16-19, 2007,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4881},
  pages        = {870--879},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-77226-2\_87},
  doi          = {10.1007/978-3-540-77226-2\_87},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/RasheedAA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/TrinhBA07,
  author       = {Quang Trinh and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Bipin C. Desai and
                  Ken Barker},
  title        = {Semantic Interoperability Between Relational Database Systems},
  booktitle    = {Eleventh International Database Engineering and Applications Symposium
                  {(IDEAS} 2007), September 6-8, 2007, Banff, Alberta, Canada},
  pages        = {208--215},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/IDEAS.2007.4318106},
  doi          = {10.1109/IDEAS.2007.4318106},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideas/TrinhBA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GirginPA07,
  author       = {Sertan Girgin and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Manuela M. Veloso},
  title        = {State Similarity Based Approach for Improving Performance in {RL}},
  booktitle    = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
                  on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
  pages        = {817--822},
  year         = {2007},
  url          = {http://ijcai.org/Proceedings/07/Papers/131.pdf},
  timestamp    = {Tue, 20 Aug 2019 16:17:11 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/GirginPA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/NaserKAR07,
  author       = {Taher Naser and
                  Keivan Kianmehr and
                  Reda Alhajj and
                  Mick J. Ridley},
  title        = {Transforming Object-Oriented Databases into {XML}},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2007, 13-15 August 2007, Las Vegas, Nevada,
                  {USA}},
  pages        = {600--605},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/IRI.2007.4296686},
  doi          = {10.1109/IRI.2007.4296686},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/NaserKAR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LoKKOA07,
  author       = {Anthony Chiu Wa Lo and
                  Keivan Kianmehr and
                  Mehmet Kaya and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  title        = {Wrapping VRXQuery with Self-Adaptive Fuzzy Capabilities},
  booktitle    = {2007 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence,
                  {WI} 2007, 2-5 November 2007, Silicon Valley, CA, USA, Main Conference
                  Proceedings},
  pages        = {750--756},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/WI.2007.127},
  doi          = {10.1109/WI.2007.127},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/LoKKOA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2007,
  editor       = {Reda Alhajj and
                  Hong Gao and
                  Xue Li and
                  Jianzhong Li and
                  Osmar R. Za{\"{\i}}ane},
  title        = {Advanced Data Mining and Applications, Third International Conference,
                  {ADMA} 2007, Harbin, China, August 6-8, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4632},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73871-8},
  doi          = {10.1007/978-3-540-73871-8},
  isbn         = {978-3-540-73870-1},
  timestamp    = {Mon, 31 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adma/2007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ciit/2007,
  editor       = {Reda Alhajj},
  title        = {Proceedings of the Sixth {IASTED} International Conference on Communications,
                  Internet, and Information Technology, July 2-4, 2007, Banff, Alberta,
                  Canada},
  publisher    = {{IASTED/ACTA} Press},
  year         = {2007},
  isbn         = {978-0-88986-674-4},
  timestamp    = {Fri, 05 Oct 2007 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ciit/2007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/KayaA06,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Utilizing Genetic Algorithms to Optimize Membership Functions for
                  Fuzzy Weighted Association Rules Mining},
  journal      = {Appl. Intell.},
  volume       = {24},
  number       = {1},
  pages        = {7--15},
  year         = {2006},
  url          = {https://doi.org/10.1007/s10489-006-6925-0},
  doi          = {10.1007/S10489-006-6925-0},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/KayaA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/KorkmazDAB06,
  author       = {Emin Erkan Korkmaz and
                  Jun Du and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Combining advantages of new chromosome representation scheme and multi-objective
                  genetic algorithms for better clustering},
  journal      = {Intell. Data Anal.},
  volume       = {10},
  number       = {2},
  pages        = {163--182},
  year         = {2006},
  url          = {http://content.iospress.com/articles/intelligent-data-analysis/ida00242},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/KorkmazDAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AgyemangBA06,
  author       = {Malik Agyemang and
                  Ken Barker and
                  Reda Alhajj},
  title        = {A comprehensive survey of numeric and symbolic outlier mining techniques},
  journal      = {Intell. Data Anal.},
  volume       = {10},
  number       = {6},
  pages        = {521--538},
  year         = {2006},
  url          = {http://content.iospress.com/articles/intelligent-data-analysis/ida00266},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/AgyemangBA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/DuAB06,
  author       = {Jun Du and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Genetic algorithms based approach to database vertical partition},
  journal      = {J. Intell. Inf. Syst.},
  volume       = {26},
  number       = {2},
  pages        = {167--183},
  year         = {2006},
  url          = {https://doi.org/10.1007/s10844-006-0242-2},
  doi          = {10.1007/S10844-006-0242-2},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jiis/DuAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/AbulAP06,
  author       = {Osman Abul and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {A Powerful Approach for Effective Finding of Significantly Differentially
                  Expressed Genes},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {3},
  number       = {3},
  pages        = {220--231},
  year         = {2006},
  url          = {https://doi.org/10.1109/TCBB.2006.29},
  doi          = {10.1109/TCBB.2006.29},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcbb/AbulAP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlc/LoAB06,
  author       = {Anthony Chiu Wa Lo and
                  Reda Alhajj and
                  Ken Barker},
  title        = {{VIREX:} visual relational to {XML} conversion tool},
  journal      = {J. Vis. Lang. Comput.},
  volume       = {17},
  number       = {1},
  pages        = {25--45},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.jvlc.2005.08.002},
  doi          = {10.1016/J.JVLC.2005.08.002},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vlc/LoAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/DutaBA06,
  author       = {Angela Cristina Duta and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Yannis Manolopoulos and
                  Jaroslav Pokorn{\'{y}} and
                  Timos K. Sellis},
  title        = {{RA:} An {XML} Schema Reduction Algorithm},
  booktitle    = {{ADBIS} 2006, Advances in Databases and Information Systems, Communications
                  of the Tenth East-European Conference on Advances in Databases and
                  Information Systems, Thessaloniki, Greece, September 3-7, 2006},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {215},
  publisher    = {CEUR-WS.org},
  year         = {2006},
  url          = {https://ceur-ws.org/Vol-215/paper02.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:59 +0100},
  biburl       = {https://dblp.org/rec/conf/adbis/DutaBA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/KayaA06,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Xue Li and
                  Osmar R. Za{\"{\i}}ane and
                  Zhanhuai Li},
  title        = {Extending {OLAP} with Fuzziness for Effective Mining of Fuzzy Multidimensional
                  Weighted Association Rules},
  booktitle    = {Advanced Data Mining and Applications, Second International Conference,
                  {ADMA} 2006, Xi'an, China, August 14-16, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4093},
  pages        = {64--71},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11811305\_6},
  doi          = {10.1007/11811305\_6},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/adma/KayaA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/advis/ChenierJZOA06,
  author       = {Cameron Chenier and
                  J. James Jun and
                  Jason Zhang and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Tatyana M. Yakhno and
                  Erich J. Neuhold},
  title        = {Association-Rules Mining Based Broadcasting Approach for {XML} Data},
  booktitle    = {Advances in Information Systems, 4th International Conference, {ADVIS}
                  2006, Izmir, Turkey, October 18-20, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4243},
  pages        = {207--216},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11890393\_22},
  doi          = {10.1007/11890393\_22},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/advis/ChenierJZOA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiccsa/KianmehrA06,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  title        = {Crime Hot-Spots Prediction Using Support Vector Machine},
  booktitle    = {2006 {IEEE/ACS} International Conference on Computer Systems and Applications
                  {(AICCSA} 2006), March 8-11, Dubai/Sharjah, {UAE}},
  pages        = {952--959},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/AICCSA.2006.205203},
  doi          = {10.1109/AICCSA.2006.205203},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aiccsa/KianmehrA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aict/TrinhBA06,
  author       = {Quang Trinh and
                  Ken Barker and
                  Reda Alhajj},
  title        = {{RDB2ONT:} {A} Tool for Generating {OWL} Ontologies From Relational
                  Database Systems},
  booktitle    = {Advanced International Conference on Telecommunications and International
                  Conference on Internet and Web Applications and Services {(AICT/ICIW}
                  2006), 19-25 February 2006, Guadeloupe, French Caribbean},
  pages        = {170},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/AICT-ICIW.2006.159},
  doi          = {10.1109/AICT-ICIW.2006.159},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aict/TrinhBA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/AbulAP06,
  author       = {Osman Abul and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Optimal Multi-Objective Control Method for Discrete Genetic Regulatory
                  Networks},
  booktitle    = {Sixth {IEEE} International Symposium on BioInformatics and BioEngineering
                  {(BIBE} 2006), 16-18 October 2006, Arlington, Virginia, {USA}},
  pages        = {281--284},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/BIBE.2006.253345},
  doi          = {10.1109/BIBE.2006.253345},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibe/AbulAP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/RahmanBA06,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Replica Placement Design with Static Optimality and Dynamic Maintainability},
  booktitle    = {Sixth {IEEE} International Symposium on Cluster Computing and the
                  Grid (CCGrid 2006), 16-19 May 2006, Singapore},
  pages        = {434--437},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/CCGRID.2006.85},
  doi          = {10.1109/CCGRID.2006.85},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccgrid/RahmanBA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/KianmehrA06,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  editor       = {A Min Tjoa and
                  Juan Trujillo},
  title        = {Support Vector Machine Approach for Fast Classification},
  booktitle    = {Data Warehousing and Knowledge Discovery, 8th International Conference,
                  DaWaK 2006, Krakow, Poland, September 4-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4081},
  pages        = {534--543},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11823728\_51},
  doi          = {10.1007/11823728\_51},
  timestamp    = {Wed, 09 Jun 2021 08:38:36 +0200},
  biburl       = {https://dblp.org/rec/conf/dawak/KianmehrA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/GopalanAB06,
  author       = {Janaki Gopalan and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Sven F. Crone and
                  Stefan Lessmann and
                  Robert Stahlbock},
  title        = {Discovering Accurate and Interesting Classification Rules Using Genetic
                  Algorithm},
  booktitle    = {Proceedings of the 2006 International Conference on Data Mining, {DMIN}
                  2006, Las Vegas, Nevada, USA, June 26-29, 2006},
  pages        = {389--395},
  publisher    = {{CSREA} Press},
  year         = {2006},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmin/GopalanAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GirginPA06,
  author       = {Sertan Girgin and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Gerhard Brewka and
                  Silvia Coradeschi and
                  Anna Perini and
                  Paolo Traverso},
  title        = {Learning by Automatic Option Discovery from Conditionally Terminating
                  Sequences},
  booktitle    = {{ECAI} 2006, 17th European Conference on Artificial Intelligence,
                  August 29 - September 1, 2006, Riva del Garda, Italy, Including Prestigious
                  Applications of Intelligent Systems {(PAIS} 2006), Proceedings},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {141},
  pages        = {494--498},
  publisher    = {{IOS} Press},
  year         = {2006},
  timestamp    = {Thu, 12 Feb 2009 12:51:20 +0100},
  biburl       = {https://dblp.org/rec/conf/ecai/GirginPA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gpc/RahmanBA06,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Yeh{-}Ching Chung and
                  Jos{\'{e}} E. Moreira},
  title        = {Effective Dynamic Replica Maintenance Algorithm for the Grid Environment},
  booktitle    = {Advances in Grid and Pervasive Computing, First International Conference,
                  {GPC} 2006, Taichung, Taiwan, May 3-5, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3947},
  pages        = {336--345},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11745693\_34},
  doi          = {10.1007/11745693\_34},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gpc/RahmanBA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/ZhengLOA06,
  author       = {Jessica Zheng and
                  Anthony Chiu Wa Lo and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Yannis Manolopoulos and
                  Joaquim Filipe and
                  Panos Constantopoulos and
                  Jos{\'{e}} Cordeiro},
  title        = {Efficient Mechanism for Handling Materialized {XML} Views},
  booktitle    = {{ICEIS} 2006 - Proceedings of the Eighth International Conference
                  on Enterprise Information Systems: Databases and Information Systems
                  Integration, Paphos, Cyprus, May 23-27, 2006},
  pages        = {151--162},
  year         = {2006},
  timestamp    = {Thu, 02 Feb 2017 12:53:45 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/ZhengLOA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/JiwaniASOA06,
  author       = {Alnaar Jiwani and
                  Yasin Alimohamed and
                  Krista Spence and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Yannis Manolopoulos and
                  Joaquim Filipe and
                  Panos Constantopoulos and
                  Jos{\'{e}} Cordeiro},
  title        = {Fuzzy {XML} Model for Representing Fuzzy Relational Databases in Fuzzy
                  {XML} Format},
  booktitle    = {{ICEIS} 2006 - Proceedings of the Eighth International Conference
                  on Enterprise Information Systems: Databases and Information Systems
                  Integration, Paphos, Cyprus, May 23-27, 2006},
  pages        = {163--168},
  year         = {2006},
  timestamp    = {Mon, 04 Sep 2006 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/JiwaniASOA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhangA06,
  author       = {Ming Zhang and
                  Reda Alhajj},
  title        = {Improving the Graph-Based Image Segmentation Method},
  booktitle    = {18th {IEEE} International Conference on Tools with Artificial Intelligence
                  {(ICTAI} 2006), 13-15 November 2006, Arlington, VA, {USA}},
  pages        = {617--624},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICTAI.2006.66},
  doi          = {10.1109/ICTAI.2006.66},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/ZhangA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/GirginPA06,
  author       = {Sertan Girgin and
                  Faruk Polat and
                  Reda Alhajj},
  editor       = {Emilio Corchado and
                  Hujun Yin and
                  Vicente J. Botti and
                  Colin Fyfe},
  title        = {Effectiveness of Considering State Similarity for Reinforcement Learning},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
                  7th International Conference, Burgos, Spain, September 20-23, 2006,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4224},
  pages        = {163--171},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875581\_20},
  doi          = {10.1007/11875581\_20},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/GirginPA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/OzyerAB06,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Emilio Corchado and
                  Hujun Yin and
                  Vicente J. Botti and
                  Colin Fyfe},
  title        = {Clustering by Integrating Multi-objective Optimization with Weighted
                  K-Means and Validity Analysis},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
                  7th International Conference, Burgos, Spain, September 20-23, 2006,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4224},
  pages        = {454--463},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875581\_55},
  doi          = {10.1007/11875581\_55},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/OzyerAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/KianmehrA06,
  author       = {Keivan Kianmehr and
                  Reda Alhajj},
  editor       = {Emilio Corchado and
                  Hujun Yin and
                  Vicente J. Botti and
                  Colin Fyfe},
  title        = {Effective Classification by Integrating Support Vector Machine and
                  Association Rule Mining},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
                  7th International Conference, Burgos, Spain, September 20-23, 2006,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4224},
  pages        = {920--927},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875581\_110},
  doi          = {10.1007/11875581\_110},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/KianmehrA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/AdnanAB06,
  author       = {Muhaimenul Adnan and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Moonis Ali and
                  Richard Dapoigny},
  title        = {Constructing Complete FP-Tree for Incremental Mining of Frequent Patterns
                  in Dynamic Databases},
  booktitle    = {Advances in Applied Artificial Intelligence, 19th International Conference
                  on Industrial, Engineering and Other Applications of Applied Intelligent
                  Systems, {IEA/AIE} 2006, Annecy, France, June 27-30, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4031},
  pages        = {363--372},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11779568\_40},
  doi          = {10.1007/11779568\_40},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/AdnanAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/KorkmazAB06,
  author       = {Emin Erkan Korkmaz and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Petra Perner},
  title        = {Effective Clustering of High-Dimensional Data},
  booktitle    = {6th Industrial Conference on Data Mining, Poster Proceedings, {ICDM}
                  2006, Leipzig, Germany, July 14-15, 2006},
  series       = {IBaI Report},
  pages        = {91--100},
  year         = {2006},
  timestamp    = {Tue, 22 Feb 2022 10:29:39 +0100},
  biburl       = {https://dblp.org/rec/conf/incdm/KorkmazAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/AbulAP06,
  author       = {Osman Abul and
                  Reda Alhajj and
                  Faruk Polat},
  editor       = {Albert Levi and
                  Erkay Savas and
                  H{\"{u}}sn{\"{u}} Yenig{\"{u}}n and
                  Selim Balcisoy and
                  Y{\"{u}}cel Saygin},
  title        = {Asymptotical Lower Limits on Required Number of Examples for Learning
                  Boolean Networks},
  booktitle    = {Computer and Information Sciences - {ISCIS} 2006, 21th International
                  Symposium, Istanbul, Turkey, November 1-3, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4263},
  pages        = {154--164},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11902140\_18},
  doi          = {10.1007/11902140\_18},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscis/AbulAP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/KayaA06,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Floriana Esposito and
                  Zbigniew W. Ras and
                  Donato Malerba and
                  Giovanni Semeraro},
  title        = {Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules},
  booktitle    = {Foundations of Intelligent Systems, 16th International Symposium,
                  {ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4203},
  pages        = {399--408},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11875604\_46},
  doi          = {10.1007/11875604\_46},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismis/KayaA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/GauravA06,
  author       = {Abhishek Gaurav and
                  Reda Alhajj},
  editor       = {Hisham Haddad},
  title        = {Incorporating fuzziness in {XML} and mapping fuzzy relational data
                  into fuzzy {XML}},
  booktitle    = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
                  Dijon, France, April 23-27, 2006},
  pages        = {456--460},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1141277.1141386},
  doi          = {10.1145/1141277.1141386},
  timestamp    = {Tue, 06 Nov 2018 11:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/GauravA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/MadhukarA06,
  author       = {Alok Madhukar and
                  Reda Alhajj},
  editor       = {Hisham Haddad},
  title        = {An adaptive energy efficient cache invalidation scheme for mobile
                  databases},
  booktitle    = {Proceedings of the 2006 {ACM} Symposium on Applied Computing (SAC),
                  Dijon, France, April 23-27, 2006},
  pages        = {1122--1126},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1141277.1141545},
  doi          = {10.1145/1141277.1141545},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/MadhukarA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/ZengA06,
  author       = {Jia Zeng and
                  Reda Alhajj},
  editor       = {Kang Zhang and
                  George Spanoudakis and
                  Giuseppe Visaggio},
  title        = {Classification by Multi-Perspective Representation Method},
  booktitle    = {Proceedings of the Eighteenth International Conference on Software
                  Engineering {\&} Knowledge Engineering (SEKE'2006), San Francisco,
                  CA, USA, July 5-7, 2006},
  pages        = {85--90},
  year         = {2006},
  timestamp    = {Thu, 12 Mar 2020 11:30:50 +0100},
  biburl       = {https://dblp.org/rec/conf/seke/ZengA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LoAB06,
  author       = {Anthony Chiu Wa Lo and
                  Reda Alhajj and
                  Ken Barker},
  title        = {{VIREX:} Interactive Approach for Database Querying and Integration
                  by Re-engineering Relational Data into {XML}},
  booktitle    = {2006 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence
                  {(WI} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {1079--1080},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/WI.2006.188},
  doi          = {10.1109/WI.2006.188},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/webi/LoAB06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/AbulAPB05,
  author       = {Osman Abul and
                  Reda Alhajj and
                  Faruk Polat and
                  Ken Barker},
  title        = {Finding differentially expressed genes for pattern generation},
  journal      = {Bioinform.},
  volume       = {21},
  number       = {4},
  pages        = {445--450},
  year         = {2005},
  url          = {https://doi.org/10.1093/bioinformatics/bti189},
  doi          = {10.1093/BIOINFORMATICS/BTI189},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/AbulAPB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/KayaA05,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Genetic algorithm based framework for mining fuzzy association rules},
  journal      = {Fuzzy Sets Syst.},
  volume       = {152},
  number       = {3},
  pages        = {587--601},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.fss.2004.09.014},
  doi          = {10.1016/J.FSS.2004.09.014},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fss/KayaA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/AgyemangBA05,
  author       = {Malik Agyemang and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Web outlier mining: Discovering outliers from web datasets},
  journal      = {Intell. Data Anal.},
  volume       = {9},
  number       = {5},
  pages        = {473--486},
  year         = {2005},
  url          = {http://content.iospress.com/articles/intelligent-data-analysis/ida00223},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/AgyemangBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/LiuOAB05,
  author       = {Yimin Liu and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Integrating Multi-Objective Genetic Algorithm and Validity Analysis
                  for Locating and Ranking Alternative Clustering},
  journal      = {Informatica (Slovenia)},
  volume       = {29},
  number       = {1},
  pages        = {33--40},
  year         = {2005},
  url          = {http://www.informatica.si/index.php/informatica/article/view/15},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/informaticaSI/LiuOAB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/BaykalAP05,
  author       = {M. {\"{O}}zg{\"{u}}r Baykal and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Co-operation framework of case-based reasoning agents for automated
                  product recommendation},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {17},
  number       = {3},
  pages        = {201--220},
  year         = {2005},
  url          = {https://doi.org/10.1080/09528130500112429},
  doi          = {10.1080/09528130500112429},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jetai/BaykalAP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KayaA05,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Fuzzy {OLAP} association rules mining-based modular reinforcement
                  learning approach for multiagent systems},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
  volume       = {35},
  number       = {2},
  pages        = {326--338},
  year         = {2005},
  url          = {https://doi.org/10.1109/TSMCB.2004.843278},
  doi          = {10.1109/TSMCB.2004.843278},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/KayaA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KayaA05a,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {A novel approach to multiagent reinforcement learning: utilizing {OLAP}
                  mining in the learning process},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
  volume       = {35},
  number       = {4},
  pages        = {582--590},
  year         = {2005},
  url          = {https://doi.org/10.1109/TSMCC.2004.843188},
  doi          = {10.1109/TSMCC.2004.843188},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/KayaA05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AlhajjE05,
  author       = {Reda Alhajj and
                  Ashraf Elnagar},
  title        = {Multiagents to Separating Handwritten Connected Digits},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
  volume       = {35},
  number       = {5},
  pages        = {593--602},
  year         = {2005},
  url          = {https://doi.org/10.1109/TSMCA.2005.843389},
  doi          = {10.1109/TSMCA.2005.843389},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsmc/AlhajjE05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/AlhajjPY05,
  author       = {Reda Alhajj and
                  Faruk Polat and
                  Cem Y{\'{\i}}lmaz},
  title        = {Views as first-class citizens in object-oriented databases},
  journal      = {{VLDB} J.},
  volume       = {14},
  number       = {2},
  pages        = {155--169},
  year         = {2005},
  url          = {https://doi.org/10.1007/s00778-004-0122-8},
  doi          = {10.1007/S00778-004-0122-8},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vldb/AlhajjPY05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/ShiBA05,
  author       = {George Shi and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Cognitive information fusion of georeferenced data for tactical applications},
  booktitle    = {Proceedings of the 4th {IEEE} International Conference on Cognitive
                  Informatics {(ICCI} 2005), August 8-10, 2005, University of California,
                  Irvine, {USA}},
  pages        = {160--166},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/COGINF.2005.1532628},
  doi          = {10.1109/COGINF.2005.1532628},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/IEEEicci/ShiBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/AlhajjK05,
  author       = {Reda Alhajj and
                  Mehmet Kaya},
  editor       = {Xue Li and
                  Shuliang Wang and
                  Zhao Yang Dong},
  title        = {Multiagent Association Rules Mining in Cooperative Learning Systems},
  booktitle    = {Advanced Data Mining and Applications, First International Conference,
                  {ADMA} 2005, Wuhan, China, July 22-24, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3584},
  pages        = {75--87},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11527503\_11},
  doi          = {10.1007/11527503\_11},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/adma/AlhajjK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/AgyemangBA05,
  author       = {Malik Agyemang and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {A Min Tjoa and
                  Juan Trujillo},
  title        = {Hybrid Approach to Web Content Outlier Mining Without Query Vector},
  booktitle    = {Data Warehousing and Knowledge Discovery, 7th International Conference,
                  DaWaK 2005, Copenhagen, Denmark, August 22-26, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3589},
  pages        = {285--294},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11546849\_28},
  doi          = {10.1007/11546849\_28},
  timestamp    = {Wed, 09 Jun 2021 08:38:36 +0200},
  biburl       = {https://dblp.org/rec/conf/dawak/AgyemangBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkdttt/OzyerAB05,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Belur V. Dasarathy},
  title        = {Intrusion detection: a novel approach that combines boosting genetic
                  fuzzy classifier and data mining techniques},
  booktitle    = {Data Mining, Intrusion Detection, Information Assurance, and Data
                  Networks Security 2005, Orlando, Florida, USA, March 28-29, 2005},
  series       = {{SPIE} Proceedings},
  volume       = {5812},
  pages        = {13--22},
  publisher    = {{SPIE}},
  year         = {2005},
  url          = {https://doi.org/10.1117/12.603273},
  doi          = {10.1117/12.603273},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkdttt/OzyerAB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcc/RahmanBA05,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Hai Zhuge and
                  Geoffrey C. Fox},
  title        = {Replica Placement in Data Grid: {A} Multi-objective Approach},
  booktitle    = {Grid and Cooperative Computing - {GCC} 2005, 4th International Conference,
                  Beijing, China, November 30 - December 3, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3795},
  pages        = {645--656},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11590354\_82},
  doi          = {10.1007/11590354\_82},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gcc/RahmanBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WangLAB05,
  author       = {Chunyan Wang and
                  Anthony Chiu Wa Lo and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Novel Approach for Reengineering Relational Databases into {XML}},
  booktitle    = {Proceedings of the 21st International Conference on Data Engineering
                  Workshops, {ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
  pages        = {1284},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICDE.2005.249},
  doi          = {10.1109/ICDE.2005.249},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/WangLAB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/YangLOA05,
  author       = {Kate Y. Yang and
                  Anthony Chiu Wa Lo and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Chin{-}Sheng Chen and
                  Joaquim Filipe and
                  Isabel Seruca and
                  Jos{\'{e}} Cordeiro},
  title        = {{DWG2XML:} Generating {XML} Nested Tree Structure from Directed Weighted
                  Graph},
  booktitle    = {{ICEIS} 2005, Proceedings of the Seventh International Conference
                  on Enterprise Information Systems, Miami, USA, May 25-28, 2005},
  pages        = {19--26},
  year         = {2005},
  timestamp    = {Thu, 02 Feb 2017 12:53:54 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/YangLOA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/KianmehrZNOA05,
  author       = {Keivan Kianmehr and
                  Hongchao Zhang and
                  Konstantin Nikolov and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Chin{-}Sheng Chen and
                  Joaquim Filipe and
                  Isabel Seruca and
                  Jos{\'{e}} Cordeiro},
  title        = {Combining Neural Network and Support Vector Machine into Integrated
                  Approach for Biodata Mining},
  booktitle    = {{ICEIS} 2005, Proceedings of the Seventh International Conference
                  on Enterprise Information Systems, Miami, USA, May 25-28, 2005},
  pages        = {182--187},
  year         = {2005},
  timestamp    = {Tue, 05 Jul 2005 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/KianmehrZNOA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GopalanKAB05,
  author       = {Janaki Gopalan and
                  Emin Erkan Korkmaz and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {M. Arif Wani and
                  Mariofanna G. Milanova and
                  Lukasz A. Kurgan and
                  Marek Z. Reformat and
                  Khalid Hafeez},
  title        = {Effective data mining by integrating genetic algorithm into the data
                  preprocessing phase},
  booktitle    = {Fourth International Conference on Machine Learning and Applications,
                  {ICMLA} 2005, Los Angeles, California, USA, 15-17 December 2005},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICMLA.2005.26},
  doi          = {10.1109/ICMLA.2005.26},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/GopalanKAB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MahantiA05,
  author       = {Aniket Mahanti and
                  Reda Alhajj},
  editor       = {M. Arif Wani and
                  Mariofanna G. Milanova and
                  Lukasz A. Kurgan and
                  Marek Z. Reformat and
                  Khalid Hafeez},
  title        = {Visual interface for online watching of frequent itemset generation
                  in Apriori and Eclat},
  booktitle    = {Fourth International Conference on Machine Learning and Applications,
                  {ICMLA} 2005, Los Angeles, California, USA, 15-17 December 2005},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ICMLA.2005.68},
  doi          = {10.1109/ICMLA.2005.68},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/MahantiA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/AdewaleA05,
  author       = {Idowu O. Adewale and
                  Reda Alhajj},
  editor       = {Marcus Gallagher and
                  James M. Hogan and
                  Fr{\'{e}}d{\'{e}}ric Maire},
  title        = {Mining Job Logs Using Incremental Attribute-Oriented Approach},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2005,
                  6th International Conference, Brisbane, Australia, July 6-8, 2005,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3578},
  pages        = {117--124},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11508069\_16},
  doi          = {10.1007/11508069\_16},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/AdewaleA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/KayaA05,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Moonis Ali and
                  Floriana Esposito},
  title        = {Novel Approach to Optimize Quantitative Association Rules by Employing
                  Multi-objective Genetic Algorithm},
  booktitle    = {Innovations in Applied Artificial Intelligence, 18th International
                  Conference on Industrial and Engineering Applications of Artificial
                  Intelligence and Expert Systems, {IEA/AIE} 2005, Bari, Italy, June
                  22-24, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3533},
  pages        = {560--562},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11504894\_78},
  doi          = {10.1007/11504894\_78},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ieaaie/KayaA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/HassanAR05,
  author       = {Mohammad Hassan and
                  Reda Alhajj and
                  Mick J. Ridley},
  editor       = {Gabriele Kotsis and
                  David Taniar and
                  St{\'{e}}phane Bressan and
                  Ismail Khalil Ibrahim and
                  Salimah Mokhtar},
  title        = {Selection Mechanism for Locating Relevant Structured Databases in
                  Multidatabase Environment},
  booktitle    = {iiWAS'2005 - The Seventh International Conference on Information Integrationand
                  Web-based Applications Services, 19-21 September 2005, Kuala Lumpur,
                  Malaysia},
  series       = {books@ocg.at},
  volume       = {196},
  pages        = {823--834},
  publisher    = {Austrian Computer Society},
  year         = {2005},
  timestamp    = {Sat, 26 May 2007 21:45:24 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/HassanAR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/KaoOA05,
  author       = {Darren Ming{-}Shan Kao and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Du Zhang and
                  Taghi M. Khoshgoftaar and
                  Mei{-}Ling Shyu},
  title        = {Hybrid approach for predicting the behavior of Web users},
  booktitle    = {Proceedings of the 2005 {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} - 2005, August 15-17, 2005, Las Vegas
                  Hilton, Las Vegas, NV, {USA}},
  pages        = {217--222},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/IRI-05.2005.1506476},
  doi          = {10.1109/IRI-05.2005.1506476},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/KaoOA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/JiangLOA05,
  author       = {Hao Jiang and
                  Anthony Chiu Wa Lo and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Du Zhang and
                  Taghi M. Khoshgoftaar and
                  Mei{-}Ling Shyu},
  title        = {{XML} views based approach for Web services},
  booktitle    = {Proceedings of the 2005 {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} - 2005, August 15-17, 2005, Las Vegas
                  Hilton, Las Vegas, NV, {USA}},
  pages        = {458--463},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/IRI-05.2005.1506516},
  doi          = {10.1109/IRI-05.2005.1506516},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/JiangLOA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/AgyemangBA05,
  author       = {Malik Agyemang and
                  Ken Barker and
                  Reda Alhajj},
  title        = {WCOND-Mine: Algorithm for Detecting Web Content Outliers from Web
                  Documents},
  booktitle    = {Proceedings of the 10th {IEEE} Symposium on Computers and Communications
                  {(ISCC} 2005), 27-30 June 2005, Murcia, Cartagena, Spain},
  pages        = {885--890},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ISCC.2005.155},
  doi          = {10.1109/ISCC.2005.155},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscc/AgyemangBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/OzyerA05,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Pinar Yolum and
                  Tunga G{\"{u}}ng{\"{o}}r and
                  Fikret S. G{\"{u}}rgen and
                  Can C. {\"{O}}zturan},
  title        = {Effective Clustering by Iterative Approach},
  booktitle    = {Computer and Information Sciences - {ISCIS} 2005, 20th International
                  Symposium, Istanbul, Turkey, October 26-28, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3733},
  pages        = {833--842},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11569596\_85},
  doi          = {10.1007/11569596\_85},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/iscis/OzyerA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/RahmanBA05,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Replica Placement in Data Grid: Considering Utility and Risk},
  booktitle    = {International Symposium on Information Technology: Coding and Computing
                  {(ITCC} 2005), Volume 1, 4-6 April 2005, Las Vegas, Nevada, {USA}},
  pages        = {354--359},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/ITCC.2005.244},
  doi          = {10.1109/ITCC.2005.244},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itcc/RahmanBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/DuKAB05,
  author       = {Jun Du and
                  Emin Erkan Korkmaz and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Petra Perner and
                  Atsushi Imiya},
  title        = {Alternative Clustering by Utilizing Multi-objective Genetic Algorithm
                  with Linked-List Based Chromosome Encoding},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition, 4th International
                  Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3587},
  pages        = {346--355},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11510888\_34},
  doi          = {10.1007/11510888\_34},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mldm/DuKAB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ride/UdechukwuBA05,
  author       = {Ajumobi Udechukwu and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Maintaining Knowledge-Bases of Navigational Patterns from Streams
                  of Navigational Sequences},
  booktitle    = {15th International Workshop on Research Issues in Data Engineering
                  {(RIDE-SDMA} 2005), Stream Data Mining and Applications, 3-7 April
                  2005, Tokyo, Japan},
  pages        = {37--44},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/RIDE.2005.11},
  doi          = {10.1109/RIDE.2005.11},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ride/UdechukwuBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AgyemangBA05,
  author       = {Malik Agyemang and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Hisham Haddad and
                  Lorie M. Liebrock and
                  Andrea Omicini and
                  Roger L. Wainwright},
  title        = {Mining web content outliers using structure oriented weighting techniques
                  and N-grams},
  booktitle    = {Proceedings of the 2005 {ACM} Symposium on Applied Computing (SAC),
                  Santa Fe, New Mexico, USA, March 13-17, 2005},
  pages        = {482--487},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1066677.1066788},
  doi          = {10.1145/1066677.1066788},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/AgyemangBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/RahmanBA05,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Hisham Haddad and
                  Lorie M. Liebrock and
                  Andrea Omicini and
                  Roger L. Wainwright},
  title        = {Replica selection in grid environment: a data-mining approach},
  booktitle    = {Proceedings of the 2005 {ACM} Symposium on Applied Computing (SAC),
                  Santa Fe, New Mexico, USA, March 13-17, 2005},
  pages        = {695--700},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1066677.1066836},
  doi          = {10.1145/1066677.1066836},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/RahmanBA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Alhajj05,
  author       = {Reda Alhajj},
  editor       = {Hillol Kargupta and
                  Jaideep Srivastava and
                  Chandrika Kamath and
                  Arnold Goodman},
  title        = {Cluster Validity Analysis of Alternative Results from Multi-Objective
                  Optimization},
  booktitle    = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
                  {SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
  pages        = {496--500},
  publisher    = {{SIAM}},
  year         = {2005},
  url          = {https://doi.org/10.1137/1.9781611972757.48},
  doi          = {10.1137/1.9781611972757.48},
  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/Alhajj05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/idea/encyclopediaDB2005/AlhajjP05,
  author       = {Reda Alhajj and
                  Faruk Polat},
  editor       = {Laura C. Rivero and
                  Jorge Horacio Doorn and
                  Viviana E. Ferraggine},
  title        = {Converting a Legacy Database to Object-Oriented Database},
  booktitle    = {Encyclopedia of Database Technologies and Applications},
  pages        = {99--104},
  publisher    = {Idea Group},
  year         = {2005},
  url          = {https://doi.org/10.4018/978-1-59140-560-3.ch017},
  doi          = {10.4018/978-1-59140-560-3.CH017},
  timestamp    = {Thu, 27 Jun 2019 15:50:12 +0200},
  biburl       = {https://dblp.org/rec/books/idea/encyclopediaDB2005/AlhajjP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/idea/encyclopediaDB2005/AlhajjP05a,
  author       = {Reda Alhajj and
                  Faruk Polat},
  editor       = {Laura C. Rivero and
                  Jorge Horacio Doorn and
                  Viviana E. Ferraggine},
  title        = {Proper Placement of Derived Classes in the Class Hierarchy},
  booktitle    = {Encyclopedia of Database Technologies and Applications},
  pages        = {486--492},
  publisher    = {Idea Group},
  year         = {2005},
  url          = {https://doi.org/10.4018/978-1-59140-560-3.ch081},
  doi          = {10.4018/978-1-59140-560-3.CH081},
  timestamp    = {Thu, 27 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/idea/encyclopediaDB2005/AlhajjP05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigecom/UdechukwuBA04,
  author       = {Ajumobi Udechukwu and
                  Ken Barker and
                  Reda Alhajj},
  title        = {A framework for representing navigational patterns as full temporal
                  objects},
  journal      = {SIGecom Exch.},
  volume       = {5},
  number       = {2},
  pages        = {23--33},
  year         = {2004},
  url          = {https://doi.org/10.1145/1120687.1120691},
  doi          = {10.1145/1120687.1120691},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigecom/UdechukwuBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Modular fuzzy-reinforcement learning approach with internal model
                  capabilities for multiagent systems},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
  volume       = {34},
  number       = {2},
  pages        = {1210--1223},
  year         = {2004},
  url          = {https://doi.org/10.1109/TSMCB.2003.821869},
  doi          = {10.1109/TSMCB.2003.821869},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsmc/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/advis/OzyerLAB04,
  author       = {Tansel {\"{O}}zyer and
                  Yimin Liu and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Tatyana M. Yakhno},
  title        = {Multi-objective Genetic Algorithm Based Clustering Approach and Its
                  Application to Gene Expression Data},
  booktitle    = {Advances in Information Systems, Third International Conference, {ADVIS}
                  2004, Izmir, Turkey, October 20-22, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3261},
  pages        = {451--461},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30198-1\_46},
  doi          = {10.1007/978-3-540-30198-1\_46},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/advis/OzyerLAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/AbulAP04,
  author       = {Osman Abul and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Markov Decision Processes Based Optimal Control Policies for Probabilistic
                  Boolean Network},
  booktitle    = {4th {IEEE} International Symposium on BioInformatics and BioEngineering
                  {(BIBE} 2004), 19-21 March 2004, Taichung, Taiwan},
  pages        = {337--344},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/BIBE.2004.1317363},
  doi          = {10.1109/BIBE.2004.1317363},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibe/AbulAP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/DuKAB04,
  author       = {Jun Du and
                  Emin Erkan Korkmaz and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Yahiko Kambayashi and
                  Mukesh K. Mohania and
                  Wolfram W{\"{o}}{\ss}},
  title        = {Novel Clustering That Employs Genetic Algorithm with New Representation
                  Scheme and Multiple Objectives},
  booktitle    = {Data Warehousing and Knowledge Discovery, 6th International Conference,
                  DaWaK 2004, Zaragoza, Spain, September 1-3, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3181},
  pages        = {219--228},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30076-2\_22},
  doi          = {10.1007/978-3-540-30076-2\_22},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dawak/DuKAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fqas/LoAB04,
  author       = {Anthony Chiu Wa Lo and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Henning Christiansen and
                  Mohand{-}Said Hacid and
                  Troels Andreasen and
                  Henrik Legind Larsen},
  title        = {Flexible User Interface for Converting Relational Data into {XML}},
  booktitle    = {Flexible Query Answering Systems, 6th International Conference, {FQAS}
                  2004, Lyon, France, June 24-26, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3055},
  pages        = {418--431},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25957-2\_33},
  doi          = {10.1007/978-3-540-25957-2\_33},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fqas/LoAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Utilizing Fuzzy {OLAP} Mining Towards Novel Approach to Multiagent
                  Modular Reinforcement Learning},
  booktitle    = {2004 {IEEE/WIC/ACM} International Conference on Intelligent Agent
                  Technology {(IAT} 2004), 20-24 September 2004, Beijing, China},
  pages        = {197--203},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/IAT.2004.1342944},
  doi          = {10.1109/IAT.2004.1342944},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {ntegrating Multi-Objective Genetic Algorithms into Clustering for
                  Fuzzy Association Rules Mining},
  booktitle    = {Proceedings of the 4th {IEEE} International Conference on Data Mining
                  {(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
  pages        = {431--434},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICDM.2004.10050},
  doi          = {10.1109/ICDM.2004.10050},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/UdechukwuBA04,
  author       = {Ajumobi Udechukwu and
                  Ken Barker and
                  Reda Alhajj},
  title        = {An Efficient Framework for Iterative Time-Series Trend Mining},
  booktitle    = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
                  Information Systems, Porto, Portugal, April 14-17, 2004},
  pages        = {130--137},
  year         = {2004},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/UdechukwuBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/DutaBA04,
  author       = {Angela Cristina Duta and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Conv2XML: Relational Schema Conversion to {XML} Nested-Based Schema},
  booktitle    = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
                  Information Systems, Porto, Portugal, April 14-17, 2004},
  pages        = {210--215},
  year         = {2004},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/DutaBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/WangLAB04,
  author       = {Chunyan Wang and
                  Anthony Chiu Wa Lo and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Converting Legacy Relational Database into {XML} Database through
                  Reverse Engineering},
  booktitle    = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
                  Information Systems, Porto, Portugal, April 14-17, 2004},
  pages        = {216--221},
  year         = {2004},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/WangLAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BaykalAP04,
  author       = {M. {\"{O}}zg{\"{u}}r Baykal and
                  Reda Alhajj and
                  Faruk Polat},
  title        = {Automated Product Recommendation by Employing Case-Based Reasoning
                  Agents},
  booktitle    = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
                  Information Systems, Porto, Portugal, April 14-17, 2004},
  pages        = {515--518},
  year         = {2004},
  timestamp    = {Thu, 02 Feb 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/BaykalAP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/OzyerAB04,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Mehmed M. Kantardzic and
                  Mariofanna G. Milanova and
                  Olfa Nasraoui},
  title        = {Multi-dimensional sequential web mining by utilizing fuzzy interferencing},
  booktitle    = {Proceedings of the 2004 International Conference on Machine Learning
                  and Applications - {ICMLA} 2004, 16-18 December 2004, Louisville,
                  KY, {USA}},
  pages        = {34--40},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICMLA.2004.1383491},
  doi          = {10.1109/ICMLA.2004.1383491},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmla/OzyerAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icps/BaoAB04,
  author       = {Yuliang Bao and
                  Reda Alhajj and
                  Ken Barker},
  title        = {Hybrid Cache Invalidation Schemes in Mobile Environments},
  booktitle    = {The {IEEE/ACS} International Conference on Pervasive Services (ICPS'04),
                  July 19-23, 2004, American University of Beirut (AUB), Lebanon},
  pages        = {209--218},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/PERSER.2004.1356801},
  doi          = {10.1109/PERSER.2004.1356801},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icps/BaoAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Multi-Objective Genetic Algorithm Based Approach for Optimizing Fuzzy
                  Sequential Patterns},
  booktitle    = {16th {IEEE} International Conference on Tools with Artificial Intelligence
                  {(ICTAI} 2004), 15-17 November 2004, Boca Raton, FL, {USA}},
  pages        = {396--400},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICTAI.2004.91},
  doi          = {10.1109/ICTAI.2004.91},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Zheng Rong Yang and
                  Richard M. Everson and
                  Hujun Yin},
  title        = {Multi-objective Genetic Algorithm Based Method for Mining Optimized
                  Fuzzy Association Rules},
  booktitle    = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2004,
                  5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3177},
  pages        = {758--764},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-28651-6\_113},
  doi          = {10.1007/978-3-540-28651-6\_113},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Robert Orchard and
                  Chunsheng Yang and
                  Moonis Ali},
  title        = {Fuzzy {OLAP} Association Rules Mining Based Novel Approach for Multiagent
                  Cooperative Learning},
  booktitle    = {Innovations in Applied Artificial Intelligence, 17th International
                  Conference on Industrial and Engineering Applications of Artificial
                  Intelligence and Expert Systems, {IEA/AIE} 2004, Ottawa, Canada, May
                  17-20, 2004. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3029},
  pages        = {56--65},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24677-0\_7},
  doi          = {10.1007/978-3-540-24677-0\_7},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ieaaie/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/RahmanBA04,
  author       = {Rashedur M. Rahman and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Predicting the Performance of GridFTP Transfers},
  booktitle    = {18th International Parallel and Distributed Processing Symposium {(IPDPS}
                  2004), {CD-ROM} / Abstracts Proceedings, 26-30 April 2004, Santa Fe,
                  New Mexico, {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/IPDPS.2004.1303289},
  doi          = {10.1109/IPDPS.2004.1303289},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/RahmanBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/MillerGIOLA04,
  author       = {Kevin Miller and
                  Chris Gee and
                  Ryan Inaba and
                  Tansel {\"{O}}zyer and
                  Anthony Chiu Wa Lo and
                  Reda Alhajj},
  editor       = {Du Zhang and
                  {\'{E}}ric Gr{\'{e}}goire and
                  Doug DeGroot},
  title        = {Synchronization of Mobile {XML} Databases by Utilizing Deferred Views},
  booktitle    = {Proceedings of the 2004 {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} - 2004, November 8-10, 2004, Las Vegas
                  Hilton, Las Vegas, NV, {USA}},
  pages        = {186--191},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/IRI.2004.1431458},
  doi          = {10.1109/IRI.2004.1431458},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/MillerGIOLA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/ChuWAB04,
  author       = {Nelson C. N. Chu and
                  Adepele Williams and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Du Zhang and
                  {\'{E}}ric Gr{\'{e}}goire and
                  Doug DeGroot},
  title        = {Data Stream Mining Architecture for Network Intrusion Detection},
  booktitle    = {Proceedings of the 2004 {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} - 2004, November 8-10, 2004, Las Vegas
                  Hilton, Las Vegas, NV, {USA}},
  pages        = {363--368},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/IRI.2004.1431488},
  doi          = {10.1109/IRI.2004.1431488},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/ChuWAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/KayaA04,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Genetic algorithms based optimization of membership functions for
                  fuzzy weighted association rules mining},
  booktitle    = {Proceedings of the 9th {IEEE} Symposium on Computers and Communications
                  {(ISCC} 2006), June 28 - July 1, 2004, Alexandria, Egypt},
  pages        = {110--115},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ISCC.2004.1358390},
  doi          = {10.1109/ISCC.2004.1358390},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscc/KayaA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/LittleGOA04,
  author       = {Jim Little and
                  Michael de Ga and
                  Tansel {\"{O}}zyer and
                  Reda Alhajj},
  editor       = {Cevdet Aykanat and
                  Tugrul Dayar and
                  Ibrahim Korpeoglu},
  title        = {Query Builder: {A} Natural Language Interface for Structured Databases},
  booktitle    = {Computer and Information Sciences - {ISCIS} 2004, 19th International
                  Symposium, Kemer-Antalya, Turkey, October 27-29, 2004. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3280},
  pages        = {470--479},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30182-0\_48},
  doi          = {10.1007/978-3-540-30182-0\_48},
  timestamp    = {Tue, 28 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iscis/LittleGOA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/UdechukwuBA04,
  author       = {Ajumobi Udechukwu and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Mining User Navigational Patterns in Dynamically Changing Environments},
  booktitle    = {International Conference on Information Technology: Coding and Computing
                  (ITCC'04), Volume 2, April 5-7, 2004, Las Vegas, Nevada, {USA}},
  pages        = {372},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ITCC.2004.1286666},
  doi          = {10.1109/ITCC.2004.1286666},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itcc/UdechukwuBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsctc/OzyerAB04,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Shusaku Tsumoto and
                  Roman Slowinski and
                  Henryk Jan Komorowski and
                  Jerzy W. Grzymala{-}Busse},
  title        = {Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated
                  Clustering},
  booktitle    = {Rough Sets and Current Trends in Computing, 4th International Conference,
                  {RSCTC} 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3066},
  pages        = {567--572},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-25929-9\_69},
  doi          = {10.1007/978-3-540-25929-9\_69},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/rsctc/OzyerAB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AbulAPB04,
  author       = {Osman Abul and
                  Reda Alhajj and
                  Faruk Polat and
                  Ken Barker},
  editor       = {Hisham Haddad and
                  Andrea Omicini and
                  Roger L. Wainwright and
                  Lorie M. Liebrock},
  title        = {Finding differentially expressed genes: pattern generation using Q-values},
  booktitle    = {Proceedings of the 2004 {ACM} Symposium on Applied Computing (SAC),
                  Nicosia, Cyprus, March 14-17, 2004},
  pages        = {138--142},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/967900.967930},
  doi          = {10.1145/967900.967930},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/AbulAPB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AgyemangBA04,
  author       = {Malik Agyemang and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Hisham Haddad and
                  Andrea Omicini and
                  Roger L. Wainwright and
                  Lorie M. Liebrock},
  title        = {Framework for mining web content outliers},
  booktitle    = {Proceedings of the 2004 {ACM} Symposium on Applied Computing (SAC),
                  Nicosia, Cyprus, March 14-17, 2004},
  pages        = {590--594},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/967900.968022},
  doi          = {10.1145/967900.968022},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/AgyemangBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/HassanARB04,
  author       = {Mohammad Hassan and
                  Reda Alhajj and
                  Mick J. Ridley and
                  Ken Barker},
  editor       = {Hisham Haddad and
                  Andrea Omicini and
                  Roger L. Wainwright and
                  Lorie M. Liebrock},
  title        = {Simplified access to structured databases by adapting keyword search
                  and database selection},
  booktitle    = {Proceedings of the 2004 {ACM} Symposium on Applied Computing (SAC),
                  Nicosia, Cyprus, March 14-17, 2004},
  pages        = {674--678},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/967900.968042},
  doi          = {10.1145/967900.968042},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/HassanARB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/DutaBA04,
  author       = {Angela Cristina Duta and
                  Ken Barker and
                  Reda Alhajj},
  editor       = {Hisham Haddad and
                  Andrea Omicini and
                  Roger L. Wainwright and
                  Lorie M. Liebrock},
  title        = {ConvRel: relationship conversion to {XML} nested structures},
  booktitle    = {Proceedings of the 2004 {ACM} Symposium on Applied Computing (SAC),
                  Nicosia, Cyprus, March 14-17, 2004},
  pages        = {698--702},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/967900.968046},
  doi          = {10.1145/967900.968046},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/DutaBA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/Alhajj03,
  author       = {Reda Alhajj},
  title        = {Extracting the extended entity-relationship model from a legacy relational
                  database},
  journal      = {Inf. Syst.},
  volume       = {28},
  number       = {6},
  pages        = {597--618},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0306-4379(02)00042-X},
  doi          = {10.1016/S0306-4379(02)00042-X},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/is/Alhajj03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/AlhajjP03,
  author       = {Reda Alhajj and
                  Faruk Polat},
  title        = {Multiple-agents to identify and separate touching digits in unconstrained
                  handwritten Hindi numerals},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {15},
  number       = {4},
  pages        = {461--471},
  year         = {2003},
  url          = {https://doi.org/10.1080/09528130310001611586},
  doi          = {10.1080/09528130310001611586},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jetai/AlhajjP03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AlhajjP03,
  author       = {Reda Alhajj and
                  Faruk Polat},
  title        = {Rule-based schema evolution in object-oriented databases},
  journal      = {Knowl. Based Syst.},
  volume       = {16},
  number       = {1},
  pages        = {47--57},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0950-7051(02)00051-5},
  doi          = {10.1016/S0950-7051(02)00051-5},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/AlhajjP03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ElnagarA03,
  author       = {Ashraf Elnagar and
                  Reda Alhajj},
  title        = {Segmentation of connected handwritten numeral strings},
  journal      = {Pattern Recognit.},
  volume       = {36},
  number       = {3},
  pages        = {625--634},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0031-3203(02)00097-3},
  doi          = {10.1016/S0031-3203(02)00097-3},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ElnagarA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KayaA03,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {A clustering algorithm with genetically optimized membership functions
                  for fuzzy association rules mining},
  booktitle    = {The 12th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
                  2003, St. Louis, Missouri, USA, 25-28 May 2003},
  pages        = {881--886},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/FUZZ.2003.1206547},
  doi          = {10.1109/FUZZ.2003.1206547},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/KayaA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/AlhajjK03,
  author       = {Reda Alhajj and
                  Mehmet Kaya},
  editor       = {Ajith Abraham and
                  Mario K{\"{o}}ppen and
                  Katrin Franke},
  title        = {Employing {OLAP} Mining for Multiagent Reinforcement Learning},
  booktitle    = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third
                  International Conference on Hybrid Intelligent Systems, Melbourne,
                  Australia, December 14-17, 2003},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {105},
  pages        = {759--768},
  publisher    = {{IOS} Press},
  year         = {2003},
  timestamp    = {Wed, 18 Feb 2004 16:14:23 +0100},
  biburl       = {https://dblp.org/rec/conf/his/AlhajjK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/OzyerAB03,
  author       = {Tansel {\"{O}}zyer and
                  Reda Alhajj and
                  Ken Barker},
  editor       = {Ajith Abraham and
                  Mario K{\"{o}}ppen and
                  Katrin Franke},
  title        = {A Boosting Genetic Fuzzy Classifier for Intrusion Detection Using
                  Data Mining Techniques for Rule Pre-screening},
  booktitle    = {Design and Application of Hybrid Intelligent Systems, HIS03, the Third
                  International Conference on Hybrid Intelligent Systems, Melbourne,
                  Australia, December 14-17, 2003},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {105},
  pages        = {983--992},
  publisher    = {{IOS} Press},
  year         = {2003},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/his/OzyerAB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iadis/BarkerA03,
  author       = {Jun Du and
                  Ken Barker and
                  Reda Alhajj},
  title        = {Attraction - {A} Global Affinity Measure for Database Vertical Partitioning},
  booktitle    = {Proceedings of the {IADIS} International Conference WWW/Internet 2003,
                  {ICWI} 2003, Algarve, Portugal, November 5-8, 2003},
  pages        = {538--548},
  publisher    = {{IADIS}},
  year         = {2003},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iadis/BarkerA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/KayaA03,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Multiagent Reinforcement Learning Using OLAP-Based Association Rules
                  Mining},
  booktitle    = {2003 {IEEE/WIC} International Conference on Intelligent Agent Technology
                  {(IAT} 2003), 13-17 October 2003, Halifax, Canada},
  pages        = {584--587},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/IAT.2003.1241150},
  doi          = {10.1109/IAT.2003.1241150},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iat/KayaA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/AlhajjE03,
  author       = {Reda Alhajj and
                  Ashraf Elnagar},
  title        = {A Novel Approach to Separate Handwritten Connected Digits},
  booktitle    = {7th International Conference on Document Analysis and Recognition
                  {(ICDAR} 2003), 2-Volume Set, 3-6 August 2003, Edinburgh, Scotland,
                  {UK}},
  pages        = {1198--1202},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICDAR.2003.1227847},
  doi          = {10.1109/ICDAR.2003.1227847},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdar/AlhajjE03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlhajjK03,
  author       = {Reda Alhajj and
                  Mehmet Kaya},
  title        = {Integrating Fuzziness into {OLAP} for Multidimensional Fuzzy Association
                  Rules Mining},
  booktitle    = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
                  {(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
  pages        = {469--472},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICDM.2003.1250954},
  doi          = {10.1109/ICDM.2003.1250954},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AlhajjK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KayaA03,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Facilitating Fuzzy Association Rules Mining by Using Multi-Objective
                  Genetic Algorithms for Automated Clustering},
  booktitle    = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
                  {(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
  pages        = {561--564},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICDM.2003.1250977},
  doi          = {10.1109/ICDM.2003.1250977},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KayaA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/HassanARB03,
  author       = {Mohammad Hassan and
                  Reda Alhajj and
                  Mick J. Ridley and
                  Ken Barker},
  title        = {Database Selection and Keyword Search of Structured Databases: Powerful
                  Search for Naive Users},
  booktitle    = {Proceedings of the 2003 {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} - 2003, October 27-29, 2003, Las Vegas,
                  NV, {USA}},
  pages        = {175--182},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/IRI.2003.1251411},
  doi          = {10.1109/IRI.2003.1251411},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/HassanARB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/KayaA03,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Adnan Yazici and
                  Cevat Sener},
  title        = {Online Mining of Weighted Fuzzy Association Rules},
  booktitle    = {Computer and Information Sciences - {ISCIS} 2003, 18th International
                  Symposium, Antalya, Turkey, November 3-5, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2869},
  pages        = {308--315},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-39737-3\_39},
  doi          = {10.1007/978-3-540-39737-3\_39},
  timestamp    = {Sun, 02 Oct 2022 16:09:30 +0200},
  biburl       = {https://dblp.org/rec/conf/iscis/KayaA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KayaA03,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  editor       = {Petra Perner and
                  Azriel Rosenfeld},
  title        = {Integrating Fuzziness with {OLAP} Association Rules Mining},
  booktitle    = {Machine Learning and Data Mining in Pattern Recognition, Third International
                  Conference, {MLDM} 2003, Leipzig, Germany, July 5-7, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2734},
  pages        = {353--368},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-45065-3\_31},
  doi          = {10.1007/3-540-45065-3\_31},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mldm/KayaA03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AbulLAPB03,
  author       = {Osman Abul and
                  Anthony Chiu Wa Lo and
                  Reda Alhajj and
                  Faruk Polat and
                  Ken Barker},
  title        = {Cluster validity analysis using subsampling},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  {\&} Cybernetics: Washington, D.C., USA, 5-8 October 2003},
  pages        = {1435--1440},
  publisher    = {{IEEE}},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICSMC.2003.1244614},
  doi          = {10.1109/ICSMC.2003.1244614},
  timestamp    = {Mon, 24 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/AbulLAPB03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/KayaAPA02,
  author       = {Mehmet Kaya and
                  Reda Alhajj and
                  Faruk Polat and
                  Ahmet Arslan},
  editor       = {Abdelkader Hameurlain and
                  Rosine Cicchetti and
                  Roland Traunm{\"{u}}ller},
  title        = {Efficient Automated Mining of Fuzzy Association Rules},
  booktitle    = {Database and Expert Systems Applications, 13th International Conference,
                  {DEXA} 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2453},
  pages        = {133--142},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-46146-9\_14},
  doi          = {10.1007/3-540-46146-9\_14},
  timestamp    = {Fri, 08 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dexa/KayaAPA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/KayaA02,
  author       = {Mehmet Kaya and
                  Reda Alhajj},
  title        = {Reinforcement Learning in Multiagent Systems: {A} Modular Fuzzy Approach
                  with Internal Model Capabilities},
  booktitle    = {14th {IEEE} International Conference on Tools with Artificial Intelligence
                  {(ICTAI} 2002), 4-6 November 2002, Washington, DC, {USA}},
  pages        = {469},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/TAI.2002.1180840},
  doi          = {10.1109/TAI.2002.1180840},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/KayaA02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PolatCA01,
  author       = {Faruk Polat and
                  Ahmet Cosar and
                  Reda Alhajj},
  title        = {Semantic information-based alternative plan generation for multiple
                  query optimization},
  journal      = {Inf. Sci.},
  volume       = {137},
  number       = {1-4},
  pages        = {103--133},
  year         = {2001},
  url          = {https://doi.org/10.1016/S0020-0255(01)00114-1},
  doi          = {10.1016/S0020-0255(01)00114-1},
  timestamp    = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/PolatCA01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jetai/ElnagarAH01,
  author       = {Ashraf Elnagar and
                  Reda Alhajj and
                  Saad Harous},
  title        = {Term rewriting and its application to recognizing handwritten Hindu
                  numerals},
  journal      = {J. Exp. Theor. Artif. Intell.},
  volume       = {13},
  number       = {3},
  pages        = {271--290},
  year         = {2001},
  url          = {https://doi.org/10.1080/09528130110063119},
  doi          = {10.1080/09528130110063119},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jetai/ElnagarAH01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AlhajjP01,
  author       = {Reda Alhajj and
                  Faruk Polat},
  editor       = {Gary B. Lamont},
  title        = {Transferring database contents from a conventional information systemto
                  a corresponding existing object oriented information system},
  booktitle    = {Proceedings of the 2001 {ACM} Symposium on Applied Computing (SAC),
                  March 11-14, 2001, Las Vegas, NV, {USA}},
  pages        = {220--224},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/372202.372326},
  doi          = {10.1145/372202.372326},
  timestamp    = {Tue, 06 Nov 2018 11:06:46 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/AlhajjP01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcre/AlhajjP01,
  author       = {Reda Alhajj and
                  Faruk Polat},
  editor       = {Elizabeth Burd and
                  Peter Aiken and
                  Rainer Koschke},
  title        = {Reengineering Relational Databases to Object-Oriented: Constructing
                  the Class Hierarchy and Migrating the Data},
  booktitle    = {Proceedings of the Eighth Working Conference on Reverse Engineering,
                  WCRE'01, Stuttgart, Germany, October 2-5, 2001},
  pages        = {335--344},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/WCRE.2001.957840},
  doi          = {10.1109/WCRE.2001.957840},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wcre/AlhajjP01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdm/Alhajj00,
  author       = {Reda Alhajj},
  title        = {Simplifying the Formulation of a Wide Range of Object-Oriented Complex
                  Queries},
  journal      = {J. Database Manag.},
  volume       = {11},
  number       = {2},
  pages        = {20--29},
  year         = {2000},
  url          = {https://doi.org/10.4018/jdm.2000040103},
  doi          = {10.4018/JDM.2000040103},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jdm/Alhajj00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/Alhajj00,
  author       = {Reda Alhajj},
  title        = {An Object-Oriented Query Model: An Algebraic Approach With Closure},
  journal      = {J. Inf. Sci. Eng.},
  volume       = {16},
  number       = {4},
  pages        = {499--533},
  year         = {2000},
  url          = {http://www.iis.sinica.edu.tw/page/jise/2000/200007\_02.html},
  timestamp    = {Fri, 16 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jise/Alhajj00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/AbulPA00,
  author       = {Osman Abul and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Multiagent reinforcement learning using function approximation},
  journal      = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
  volume       = {30},
  number       = {4},
  pages        = {485--497},
  year         = {2000},
  url          = {https://doi.org/10.1109/5326.897075},
  doi          = {10.1109/5326.897075},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsmc/AbulPA00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/Alhajj00,
  author       = {Reda Alhajj},
  editor       = {Mohamed T. Ibrahim and
                  Josef K{\"{u}}ng and
                  Norman Revell},
  title        = {Deciding on the Equivalence of a Relational Schema and and Object-Oriented
                  Schema},
  booktitle    = {Database and Expert Systems Applications, 11th International Conference,
                  {DEXA} 2000, London, UK, September 4-8, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1873},
  pages        = {31--40},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44469-6\_4},
  doi          = {10.1007/3-540-44469-6\_4},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/dexa/Alhajj00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/AbulPA00,
  author       = {Osman Abul and
                  Faruk Polat and
                  Reda Alhajj},
  title        = {Function approximation based multi-agent reinforcement learning},
  booktitle    = {12th {IEEE} International Conference on Tools with Artificial Intelligence
                  {(ICTAI} 2000), 13-15 November 2000, Vancouver, BC, Canada},
  pages        = {36--39},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/TAI.2000.889843},
  doi          = {10.1109/TAI.2000.889843},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/AbulPA00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AlhajjP00,
  author       = {Reda Alhajj and
                  Faruk Polat},
  editor       = {Barrett R. Bryant and
                  Janice H. Carroll and
                  Ernesto Damiani and
                  Hisham Haddad and
                  Dave Oppenheim},
  title        = {Maximizing Reuseability: Seeking Appropriate Positions for Derived
                  Classes Within the Class Hierarchy},
  booktitle    = {Applied Computing 2000, Proceedings of the 2000 {ACM} Symposium on
                  Applied Computing, Villa Olmo, Via Cantoni 1, 22100 Como, Italy, March
                  19-21, 2000. Volume 1},
  pages        = {351--355},
  publisher    = {{ACM}},
  year         = {2000},
  url          = {https://doi.org/10.1145/335603.335833},
  doi          = {10.1145/335603.335833},
  timestamp    = {Tue, 06 Nov 2018 11:06:45 +0100},
  biburl       = {https://dblp.org/rec/conf/sac/AlhajjP00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AlhajjPE00,
  author       = {Reda Alhajj and
                  Faruk Polat and
                  Ashraf Elnagar},
  title        = {Employing multi-agents to identify touching of adjacent digits in
                  handwritten Hindi numerals},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  {\&} Cybernetics: "Cybernetics Evolving to Systems, Humans, Organizations,
                  and their Complex Interactions", Sheraton Music City Hotel, Nashville,
                  Tennessee, USA, 8-11 October 2000},
  pages        = {2725--2730},
  publisher    = {{IEEE}},
  year         = {2000},
  url          = {https://doi.org/10.1109/ICSMC.2000.884408},
  doi          = {10.1109/ICSMC.2000.884408},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/smc/AlhajjPE00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/AlhajjE99,
  author       = {Reda Alhajj and
                  Ashraf Elnagar},
  title        = {Incremental Materialization of Object-Oriented Views},
  journal      = {Data Knowl. Eng.},
  volume       = {29},
  number       = {2},
  pages        = {121--145},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0169-023X(98)00042-1},
  doi          = {10.1016/S0169-023X(98)00042-1},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dke/AlhajjE99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AlhajjP99,
  author       = {Reda Alhajj and
                  Faruk Polat},
  title        = {Using Object-Oriented Materialized Views to Answer Selection-Based
                  Complex Queries},
  journal      = {Inf. Sci.},
  volume       = {118},
  number       = {1-4},
  pages        = {75--99},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0020-0255(99)00023-7},
  doi          = {10.1016/S0020-0255(99)00023-7},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/AlhajjP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/PolatA99,
  author       = {Faruk Polat and
                  Reda Alhajj},
  title        = {A multi-agent tuple-space based problem solving framework},
  journal      = {J. Syst. Softw.},
  volume       = {47},
  number       = {1},
  pages        = {11--17},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0164-1212(99)00019-9},
  doi          = {10.1016/S0164-1212(99)00019-9},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jss/PolatA99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/Alhajj99,
  author       = {Reda Alhajj},
  editor       = {Johann Eder and
                  Ivan Rozman and
                  Tatjana Welzer},
  title        = {A Model that Simplifies the Coding of a Group of Object-Oriented Complex
                  Queries},
  booktitle    = {Advances in Databases and Information Systems, Third East European
                  Conference, ADBIS'99, Maribor, Slovenia, September 13-16, 1999, Proceedings
                  of Short Papers},
  pages        = {178--184},
  publisher    = {Institute of Informatics, Faculty of Electrical Engineering and Computer
                  Science, Smetanova 17, {IS-2000} Maribor, Slovenia},
  year         = {1999},
  timestamp    = {Thu, 13 Sep 2012 12:35:37 +0200},
  biburl       = {https://dblp.org/rec/conf/adbis/Alhajj99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/er/Alhajj99,
  author       = {Reda Alhajj},
  editor       = {Peter P. Chen and
                  David W. Embley and
                  Jacques Kouloumdjian and
                  Stephen W. Liddle and
                  John F. Roddick},
  title        = {Documenting Legacy Relational Databases},
  booktitle    = {Advances in Conceptual Modeling: {ER} '99 Workshops on Evolution and
                  Change in Data Management, Reverse Engineering in Information Systems,
                  and the World Wide Web and Conceptual Modeling, Paris, France, November
                  15-18, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1727},
  pages        = {161--172},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-48054-4\_14},
  doi          = {10.1007/3-540-48054-4\_14},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/er/Alhajj99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/AlhajjE99,
  author       = {Reda Alhajj and
                  Ashajj Elnagar},
  editor       = {Bipin C. Desai and
                  G{\"{o}}sta Grahne},
  title        = {A Model for Deferred View Maintenance},
  booktitle    = {1999 International Database Engineering and Applications Symposium,
                  {IDEAS} 1999, Montreal, Canada, August 2-4, 1999, Proceedings},
  pages        = {188--196},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/IDEAS.1999.787267},
  doi          = {10.1109/IDEAS.1999.787267},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideas/AlhajjE99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/db/AlhajjP98,
  author       = {Reda Alhajj and
                  Faruk Polat},
  title        = {Incrementalk View Maintenance in Object-Oriented Databases},
  journal      = {Data Base},
  volume       = {29},
  number       = {3},
  pages        = {52--64},
  year         = {1998},
  url          = {https://doi.org/10.1145/313310.313338},
  doi          = {10.1145/313310.313338},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/db/AlhajjP98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AlhajjP98,
  author       = {Reda Alhajj and
                  Faruk Polat},
  title        = {Proper Handling of Query Results towards Maximizing Reusability in
                  Object{\_}oriented Databases},
  journal      = {Inf. Sci.},
  volume       = {107},
  number       = {1-4},
  pages        = {247--272},
  year         = {1998},
  url          = {https://doi.org/10.1016/S0020-0255(97)10051-2},
  doi          = {10.1016/S0020-0255(97)10051-2},
  timestamp    = {Sat, 27 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/AlhajjP98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/AlhajjP96,
  author       = {Reda Alhajj and
                  Faruk Polat},
  editor       = {Roland Wagner and
                  Helmut Thoma},
  title        = {View Maintenance in Object-Oriented Databases},
  booktitle    = {Database and Expert Systems Applications, 7th International Conference,
                  {DEXA} '96, Zurich, Switzerland, September 9-13, 1996, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1134},
  pages        = {153--162},
  publisher    = {Springer},
  year         = {1996},
  url          = {https://doi.org/10.1007/BFb0034677},
  doi          = {10.1007/BFB0034677},
  timestamp    = {Tue, 27 Apr 2021 15:12:54 +0200},
  biburl       = {https://dblp.org/rec/conf/dexa/AlhajjP96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AlhajjP94,
  author       = {Reda Alhajj and
                  Faruk Polat},
  title        = {Closure Maintenance in An Object-Oriented Query Model},
  booktitle    = {Proceedings of the Third International Conference on Information and
                  Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November
                  29 - December 2, 1994},
  pages        = {72--79},
  publisher    = {{ACM}},
  year         = {1994},
  url          = {https://doi.org/10.1145/191246.191262},
  doi          = {10.1145/191246.191262},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/AlhajjP94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/tr/Alhajj93,
  author       = {Reda Alhajj},
  title        = {A Query model and an object algebra for object oriented database (Nesnesel
                  veri tabanlar{\i} i{\c{c}}in sorgulama modeli ve nesnesel cebir)},
  school       = {{\.{I}}hsan Do{\u{g}}ramac{\i} Bilkent University, Turkey},
  year         = {1993},
  url          = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=qDoLtKRRLCHIDS-01V5Pvw\&\#38;no=qDoLtKRRLCHIDS-01V5Pvw},
  timestamp    = {Sun, 29 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/tr/Alhajj93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/db/AlhajjA93,
  author       = {Reda Alhajj and
                  M. Erol Arkun},
  title        = {An Object Algebra for Object-Oriented Database Systems},
  journal      = {Data Base},
  volume       = {24},
  number       = {3},
  pages        = {13--22},
  year         = {1993},
  url          = {https://doi.org/10.1145/173798.173800},
  doi          = {10.1145/173798.173800},
  timestamp    = {Wed, 20 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/db/AlhajjA93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/AlhajjA93,
  author       = {Reda Alhajj and
                  M. Erol Arkun},
  title        = {Object-oriented query language facilitating construction of new objects},
  journal      = {Inf. Softw. Technol.},
  volume       = {35},
  number       = {9},
  pages        = {519--529},
  year         = {1993},
  url          = {https://doi.org/10.1016/0950-5849(93)90019-Y},
  doi          = {10.1016/0950-5849(93)90019-Y},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/infsof/AlhajjA93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AlhajjA93,
  author       = {Reda Alhajj and
                  M. Erol Arkun},
  title        = {A Query Model for Object-Oriented Databases},
  booktitle    = {Proceedings of the Ninth International Conference on Data Engineering,
                  April 19-23, 1993, Vienna, Austria},
  pages        = {163--172},
  publisher    = {{IEEE} Computer Society},
  year         = {1993},
  url          = {https://doi.org/10.1109/ICDE.1993.344066},
  doi          = {10.1109/ICDE.1993.344066},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/AlhajjA93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/AlhajjA93,
  author       = {Reda Alhajj and
                  M. Erol Arkun},
  editor       = {Asuman Dogac and
                  M. Tamer {\"{O}}zsu and
                  Alexandros Biliris and
                  Timos K. Sellis},
  title        = {A Formal Object-Oriented Query Model and an Algebra},
  booktitle    = {Advances in Object-Oriented Database Systems, Proceedings of the {NATO}
                  Advanced Study Institute on Object-Oriented Database Systems, held
                  in Izmir, Kusadasi, Turkey, August 6-16, 1993},
  series       = {{NATO} {ASI} Series {F:} Computing and Systems Sciences},
  volume       = {130},
  pages        = {101--116},
  year         = {1993},
  timestamp    = {Tue, 07 Feb 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nato/AlhajjA93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AlhajjA92,
  author       = {Reda Alhajj and
                  M. Erol Arkun},
  editor       = {Timothy W. Finin and
                  Charles K. Nicholas and
                  Yelena Yesha},
  title        = {Queries in Object-Oriented Database Systems},
  booktitle    = {Information and Knowledge Management, Expanding the Definition of
                  "Database", First International Conference, CIKM'92, Baltimore, Maryland,
                  USA, November 8-11, 1992, Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {752},
  pages        = {36--52},
  publisher    = {Springer},
  year         = {1992},
  url          = {https://doi.org/10.1007/3-540-57419-0\_3},
  doi          = {10.1007/3-540-57419-0\_3},
  timestamp    = {Tue, 14 May 2019 10:00:48 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/AlhajjA92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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