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@article{DBLP:journals/corr/abs-2401-12382,
  author       = {Fabian Nwaoha and
                  Ziyad Gaffar and
                  Ho Joon Chun and
                  Marina Sokolova},
  title        = {Longitudinal Sentiment Classification of Reddit Posts},
  journal      = {CoRR},
  volume       = {abs/2401.12382},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.12382},
  doi          = {10.48550/ARXIV.2401.12382},
  eprinttype    = {arXiv},
  eprint       = {2401.12382},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-12382.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13805,
  author       = {Fabian Nwaoha and
                  Ziyad Gaffar and
                  Ho Joon Chun and
                  Marina Sokolova},
  title        = {Longitudinal Sentiment Topic Modelling of Reddit Posts},
  journal      = {CoRR},
  volume       = {abs/2401.13805},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.13805},
  doi          = {10.48550/ARXIV.2401.13805},
  eprinttype    = {arXiv},
  eprint       = {2401.13805},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-13805.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-02349,
  author       = {Siana Kong and
                  Marina Sokolova},
  title        = {Explainable Multi-Label Classification of {MBTI} Types},
  journal      = {CoRR},
  volume       = {abs/2405.02349},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2405.02349},
  doi          = {10.48550/ARXIV.2405.02349},
  eprinttype    = {arXiv},
  eprint       = {2405.02349},
  timestamp    = {Fri, 07 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2405-02349.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PesaranghaderMS22,
  author       = {Ahmad Pesaranghader and
                  Stan Matwin and
                  Marina Sokolova and
                  Jean{-}Christophe Grenier and
                  Robert G. Beiko and
                  Julie Hussin},
  title        = {deepSimDEF: deep neural embeddings of gene products and gene ontology
                  terms for functional analysis of genes},
  journal      = {Bioinform.},
  volume       = {38},
  number       = {11},
  pages        = {3051--3061},
  year         = {2022},
  url          = {https://doi.org/10.1093/bioinformatics/btac304},
  doi          = {10.1093/BIOINFORMATICS/BTAC304},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/PesaranghaderMS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06863,
  author       = {Yilin Yang and
                  Tomas Fieg and
                  Marina Sokolova},
  title        = {Sentiment Analysis of Covid-related Reddits},
  journal      = {CoRR},
  volume       = {abs/2205.06863},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.06863},
  doi          = {10.48550/ARXIV.2205.06863},
  eprinttype    = {arXiv},
  eprint       = {2205.06863},
  timestamp    = {Tue, 17 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-06863.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/ChenS21,
  author       = {Qufei Chen and
                  Marina Sokolova},
  title        = {Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis
                  of Scientific and Medical Texts},
  journal      = {{SN} Comput. Sci.},
  volume       = {2},
  number       = {5},
  pages        = {414},
  year         = {2021},
  url          = {https://doi.org/10.1007/s42979-021-00807-1},
  doi          = {10.1007/S42979-021-00807-1},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sncs/ChenS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13430,
  author       = {YuanZheng Hu and
                  Marina Sokolova},
  title        = {Explainable Multi-class Classification of the {CAMH} {COVID-19} Mental
                  Health Data},
  journal      = {CoRR},
  volume       = {abs/2105.13430},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.13430},
  eprinttype    = {arXiv},
  eprint       = {2105.13430},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-13430.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06215,
  author       = {Zihan Chen and
                  Marina Sokolova},
  title        = {Sentiment Analysis of the COVID-related r/Depression Posts},
  journal      = {CoRR},
  volume       = {abs/2108.06215},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.06215},
  eprinttype    = {arXiv},
  eprint       = {2108.06215},
  timestamp    = {Wed, 18 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-06215.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmm/ChurbanovaCTEGS20,
  author       = {Natalia G. Churbanova and
                  Antonina A. Chechina and
                  Marina A. Trapeznikova and
                  Aleksey Ermakov and
                  Mikhail German and
                  Pavel Sokolov and
                  Obidzhon Bozorov},
  title        = {{CMMSE-2019:} Simulation and visualization of vehicular traffic on
                  road networks using high-performance computing systems},
  journal      = {Comput. Math. Methods},
  volume       = {2},
  number       = {3},
  year         = {2020},
  url          = {https://doi.org/10.1002/cmm4.1082},
  doi          = {10.1002/CMM4.1082},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmm/ChurbanovaCTEGS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpr/DolguiIPSIW20,
  author       = {Alexandre Dolgui and
                  Dmitry A. Ivanov and
                  Semyon A. Potryasaev and
                  Boris V. Sokolov and
                  Marina Ivanova and
                  Frank Werner},
  title        = {Blockchain-oriented dynamic modelling of smart contract design and
                  execution in the supply chain},
  journal      = {Int. J. Prod. Res.},
  volume       = {58},
  number       = {7},
  pages        = {2184--2199},
  year         = {2020},
  url          = {https://doi.org/10.1080/00207543.2019.1627439},
  doi          = {10.1080/00207543.2019.1627439},
  timestamp    = {Fri, 07 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijpr/DolguiIPSIW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/BraininaBSSTV20,
  author       = {Khiena Z. Brainina and
                  Maria A. Bukharinova and
                  Natalia Yu. Stozhko and
                  Sergey V. Sokolkov and
                  Aleksey V. Tarasov and
                  Marina B. Vidrevich},
  title        = {Electrochemical Sensor Based on a Carbon Veil Modified by Phytosynthesized
                  Gold Nanoparticles for Determination of Ascorbic Acid},
  journal      = {Sensors},
  volume       = {20},
  number       = {6},
  pages        = {1800},
  year         = {2020},
  url          = {https://doi.org/10.3390/s20061800},
  doi          = {10.3390/S20061800},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/BraininaBSSTV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09574,
  author       = {Marina Sokolova Victoria Bobicev},
  title        = {Machine Learning Evaluation of the Echo-Chamber Effect in Medical
                  Forums},
  journal      = {CoRR},
  volume       = {abs/2010.09574},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.09574},
  eprinttype    = {arXiv},
  eprint       = {2010.09574},
  timestamp    = {Wed, 21 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-09574.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13796,
  author       = {YuanZheng Hu and
                  Marina Sokolova},
  title        = {Explainable Multi-class Classification of Medical Data},
  journal      = {CoRR},
  volume       = {abs/2012.13796},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.13796},
  eprinttype    = {arXiv},
  eprint       = {2012.13796},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-13796.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14059,
  author       = {YuanZheng Hu and
                  Marina Sokolova},
  title        = {Convolutional Neural Networks in Multi-Class Classification of Medical
                  Data},
  journal      = {CoRR},
  volume       = {abs/2012.14059},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.14059},
  eprinttype    = {arXiv},
  eprint       = {2012.14059},
  timestamp    = {Tue, 05 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-14059.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/PesaranghaderMS19,
  author       = {Ahmad Pesaranghader and
                  Stan Matwin and
                  Marina Sokolova and
                  Ali Pesaranghader},
  title        = {deepBioWSD: effective deep neural word sense disambiguation of biomedical
                  text data},
  journal      = {J. Am. Medical Informatics Assoc.},
  volume       = {26},
  number       = {5},
  pages        = {438--446},
  year         = {2019},
  url          = {https://doi.org/10.1093/jamia/ocy189},
  doi          = {10.1093/JAMIA/OCY189},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jamia/PesaranghaderMS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/ChenS19,
  author       = {Qufei Chen and
                  Marina Sokolova},
  editor       = {Marie{-}Jean Meurs and
                  Frank Rudzicz},
  title        = {Unsupervised Sentiment Analysis of Objective Texts},
  booktitle    = {Advances in Artificial Intelligence - 32nd Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2019, Kingston, ON, Canada,
                  May 28-31, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11489},
  pages        = {460--465},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-18305-9\_45},
  doi          = {10.1007/978-3-030-18305-9\_45},
  timestamp    = {Thu, 28 Sep 2023 12:27:18 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/ChenS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/meco/SokolovFBB19,
  author       = {Alexsey Sokolov and
                  Tatyana Fetisova and
                  Alexander Bakulev and
                  Marina Bakuleva},
  title        = {Development of the Algorithm for Finding the Optimal Path in a Transport
                  Network with Dynamic Parameters based on the Multidimensional Data
                  Model},
  booktitle    = {8th Mediterranean Conference on Embedded Computing, {MECO} 2019, Budva,
                  Montenegro, June 10-14, 2019},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/MECO.2019.8760179},
  doi          = {10.1109/MECO.2019.8760179},
  timestamp    = {Mon, 09 Aug 2021 14:54:01 +0200},
  biburl       = {https://dblp.org/rec/conf/meco/SokolovFBB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/Sokolova18,
  author       = {Marina Sokolova},
  title        = {Big Text advantages and challenges: classification perspective},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {5},
  number       = {1},
  pages        = {1--10},
  year         = {2018},
  url          = {https://doi.org/10.1007/s41060-017-0087-5},
  doi          = {10.1007/S41060-017-0087-5},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/Sokolova18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/PesaranghaderPM18,
  author       = {Ahmad Pesaranghader and
                  Ali Pesaranghader and
                  Stan Matwin and
                  Marina Sokolova},
  editor       = {Ebrahim Bagheri and
                  Jackie Chi Kit Cheung},
  title        = {One Single Deep Bidirectional {LSTM} Network for Word Sense Disambiguation
                  of Text Data},
  booktitle    = {Advances in Artificial Intelligence - 31st Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2018, Toronto, ON, Canada,
                  May 8-11, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10832},
  pages        = {96--107},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-89656-4\_8},
  doi          = {10.1007/978-3-319-89656-4\_8},
  timestamp    = {Thu, 28 Sep 2023 12:27:18 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/PesaranghaderPM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ldic/IvanovDIS18,
  author       = {Dmitry A. Ivanov and
                  Alexandre Dolgui and
                  Marina Ivanova and
                  Boris V. Sokolov},
  editor       = {Michael Freitag and
                  Herbert Kotzab and
                  J{\"{u}}rgen Pannek},
  title        = {Simulation Vs. Optimization Approaches to Ripple Effect Modelling
                  in the Supply Chain},
  booktitle    = {Dynamics in Logistics, Proceedings of the 6th International Conference
                  {LDIC} 2018, Bremen, Germany, February 20-22, 2018},
  series       = {Lecture Notes in Logistics},
  pages        = {34--39},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-74225-0\_5},
  doi          = {10.1007/978-3-319-74225-0\_5},
  timestamp    = {Fri, 07 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ldic/IvanovDIS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smm4h/BobicevS18,
  author       = {Victoria Bobicev and
                  Marina Sokolova},
  editor       = {Graciela Gonzalez{-}Hernandez and
                  Davy Weissenbacher and
                  Abeed Sarker and
                  Michael J. Paul},
  title        = {Thumbs Up and Down: Sentiment Analysis of Medical Online Forums},
  booktitle    = {Proceedings of the 2018 {EMNLP} Workshop {SMM4H:} The 3rd Social Media
                  Mining for Health Applications Workshop {\&} Shared Task, SMM4H@EMNLP
                  2018, Brussels, Belgium, October 31, 2018},
  pages        = {22--26},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/W18-5906},
  doi          = {10.18653/V1/W18-5906},
  timestamp    = {Mon, 22 Apr 2024 17:02:59 +0200},
  biburl       = {https://dblp.org/rec/conf/smm4h/BobicevS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09059,
  author       = {Ahmad Pesaranghader and
                  Ali Pesaranghader and
                  Stan Matwin and
                  Marina Sokolova},
  title        = {One Single Deep Bidirectional {LSTM} Network for Word Sense Disambiguation
                  of Text Data},
  journal      = {CoRR},
  volume       = {abs/1802.09059},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.09059},
  eprinttype    = {arXiv},
  eprint       = {1802.09059},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-09059.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06390,
  author       = {Marina Sokolova and
                  Victoria Bobicev},
  title        = {Corpus Statistics in Text Classification of Online Data},
  journal      = {CoRR},
  volume       = {abs/1803.06390},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.06390},
  eprinttype    = {arXiv},
  eprint       = {1803.06390},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-06390.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00352,
  author       = {Qufei Chen and
                  Marina Sokolova},
  title        = {Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical
                  Discharge Summaries},
  journal      = {CoRR},
  volume       = {abs/1805.00352},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.00352},
  eprinttype    = {arXiv},
  eprint       = {1805.00352},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-00352.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/MikhaylovCSP17,
  author       = {S. N. Mikhaylov and
                  V. V. Chuikova and
                  Marina V. Sokolova and
                  A. M. Potapenko},
  title        = {A case study of duplications detection for educational domain thorough
                  ad hoc search and identification NLP-based method},
  journal      = {Expert Syst. J. Knowl. Eng.},
  volume       = {34},
  number       = {4},
  year         = {2017},
  url          = {https://doi.org/10.1111/exsy.12200},
  doi          = {10.1111/EXSY.12200},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/es/MikhaylovCSP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpr/IvanovDSI17,
  author       = {Dmitry A. Ivanov and
                  Alexandre Dolgui and
                  Boris V. Sokolov and
                  Marina Ivanova},
  title        = {Literature review on disruption recovery in the supply chain},
  journal      = {Int. J. Prod. Res.},
  volume       = {55},
  number       = {20},
  pages        = {6158--6174},
  year         = {2017},
  url          = {https://doi.org/10.1080/00207543.2017.1330572},
  doi          = {10.1080/00207543.2017.1330572},
  timestamp    = {Fri, 07 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijpr/IvanovDSI17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/percom/Martinez-Rodrigo17,
  author       = {Arturo Mart{\'{\i}}nez{-}Rodrigo and
                  Roberto Zangr{\'{o}}niz and
                  Jos{\'{e}} Manuel Pastor and
                  Marina V. Sokolova},
  title        = {Arousal level classification of the aging adult from electro-dermal
                  activity: From hardware development to software architecture},
  journal      = {Pervasive Mob. Comput.},
  volume       = {34},
  pages        = {46--59},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.pmcj.2016.04.006},
  doi          = {10.1016/J.PMCJ.2016.04.006},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/percom/Martinez-Rodrigo17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdp/JaferMS17,
  author       = {Yasser Jafer and
                  Stan Matwin and
                  Marina Sokolova},
  title        = {A Multi-dimensional Privacy-aware Evaluation Function in Automatic
                  Feature Selection},
  journal      = {Trans. Data Priv.},
  volume       = {10},
  number       = {3},
  pages        = {145--174},
  year         = {2017},
  url          = {http://www.tdp.cat/issues16/abs.a230a15.php},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tdp/JaferMS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BobicevS17,
  author       = {Victoria Bobicev and
                  Marina Sokolova},
  editor       = {Malek Mouhoub and
                  Philippe Langlais},
  title        = {Confused and Thankful: Multi-label Sentiment Classification of Health
                  Forums},
  booktitle    = {Advances in Artificial Intelligence - 30th Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2017, Edmonton, AB, Canada,
                  May 16-19, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10233},
  pages        = {284--289},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-57351-9\_33},
  doi          = {10.1007/978-3-319-57351-9\_33},
  timestamp    = {Thu, 28 Sep 2023 12:27:16 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/BobicevS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/SokolovaGEFA17,
  author       = {Marina V. Sokolova and
                  Francisco Javier G{\'{o}}mez and
                  Jos{\'{e}} Manuel Ortiz Egea and
                  Miguel Angel Fern{\'{a}}ndez and
                  Adoraci{\'{o}}n P{\'{e}}rez Andr{\'{e}}s},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
                  Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
                  F{\'{e}}lix de la Paz L{\'{o}}pez and
                  F. Javier Toledo{-}Moreo and
                  Hojjat Adeli},
  title        = {Towards Assistive Solutions for People with Central Vision Loss},
  booktitle    = {Natural and Artificial Computation for Biomedicine and Neuroscience
                  - International Work-Conference on the Interplay Between Natural and
                  Artificial Computation, {IWINAC} 2017, Corunna, Spain, June 19-23,
                  2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10337},
  pages        = {223--232},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59740-9\_22},
  doi          = {10.1007/978-3-319-59740-9\_22},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/iwinac/SokolovaGEFA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/BobicevS17,
  author       = {Victoria Bobicev and
                  Marina Sokolova},
  editor       = {Ruslan Mitkov and
                  Galia Angelova},
  title        = {Inter-Annotator Agreement in Sentiment Analysis: Machine Learning
                  Perspective},
  booktitle    = {Proceedings of the International Conference Recent Advances in Natural
                  Language Processing, {RANLP} 2017, Varna, Bulgaria, September 2 -
                  8, 2017},
  pages        = {97--102},
  publisher    = {{INCOMA} Ltd.},
  year         = {2017},
  url          = {https://doi.org/10.26615/978-954-452-049-6\_015},
  doi          = {10.26615/978-954-452-049-6\_015},
  timestamp    = {Fri, 06 Aug 2021 00:39:58 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/BobicevS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SokolovaSHCM17,
  author       = {Marina Sokolova and
                  Vera Sazonova and
                  Kanyi Huang and
                  Rudraneel Chakraboty and
                  Stan Matwin},
  title        = {Studying Positive Speech on Twitter},
  journal      = {CoRR},
  volume       = {abs/1702.08866},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.08866},
  eprinttype    = {arXiv},
  eprint       = {1702.08866},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SokolovaSHCM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/PesaranghaderMS16,
  author       = {Ahmad Pesaranghader and
                  Stan Matwin and
                  Marina Sokolova and
                  Robert G. Beiko},
  title        = {simDEF: definition-based semantic similarity measure of gene ontology
                  terms for functional similarity analysis of genes},
  journal      = {Bioinform.},
  volume       = {32},
  number       = {9},
  pages        = {1380--1387},
  year         = {2016},
  url          = {https://doi.org/10.1093/bioinformatics/btv755},
  doi          = {10.1093/BIOINFORMATICS/BTV755},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/PesaranghaderMS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/TranS16,
  author       = {Dung Tran and
                  Marina Sokolova},
  title        = {Applying multi-label and multi-class classification to enhance K-anonymity
                  in sequential releases},
  journal      = {Prog. Artif. Intell.},
  volume       = {5},
  number       = {4},
  pages        = {277--288},
  year         = {2016},
  url          = {https://doi.org/10.1007/s13748-016-0096-y},
  doi          = {10.1007/S13748-016-0096-Y},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pai/TranS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/SokolovaM16,
  author       = {Marina Sokolova and
                  Stan Matwin},
  editor       = {Stan Matwin and
                  Jan Mielniczuk},
  title        = {Personal Privacy Protection in Time of Big Data},
  booktitle    = {Challenges in Computational Statistics and Data Mining},
  series       = {Studies in Computational Intelligence},
  volume       = {605},
  pages        = {365--380},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-18781-5\_18},
  doi          = {10.1007/978-3-319-18781-5\_18},
  timestamp    = {Tue, 29 Dec 2020 18:14:45 +0100},
  biburl       = {https://dblp.org/rec/series/sci/SokolovaM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhazinourMS16,
  author       = {Kambiz Ghazinour and
                  Stan Matwin and
                  Marina Sokolova},
  title        = {YOURPRIVACYPROTECTOR, {A} recommender system for privacy settings
                  in social networks},
  journal      = {CoRR},
  volume       = {abs/1602.01937},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.01937},
  eprinttype    = {arXiv},
  eprint       = {1602.01937},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/GhazinourMS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SokolovaHMRSBOO16,
  author       = {Marina Sokolova and
                  Kanyi Huang and
                  Stan Matwin and
                  Joshua Ramisch and
                  Vera Sazonova and
                  Renee Black and
                  Chris Orwa and
                  Sidney Ochieng and
                  Nanjira Sambuli},
  title        = {Topic Modelling and Event Identification from Twitter Textual Data},
  journal      = {CoRR},
  volume       = {abs/1608.02519},
  year         = {2016},
  url          = {http://arxiv.org/abs/1608.02519},
  eprinttype    = {arXiv},
  eprint       = {1608.02519},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SokolovaHMRSBOO16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/BobicevSO15,
  author       = {Victoria Bobicev and
                  Marina Sokolova and
                  Michael P. Oakes},
  title        = {What Goes Around Comes Around: Learning Sentiments in Online Medical
                  Forums},
  journal      = {Cogn. Comput.},
  volume       = {7},
  number       = {5},
  pages        = {609--621},
  year         = {2015},
  url          = {https://doi.org/10.1007/s12559-015-9327-y},
  doi          = {10.1007/S12559-015-9327-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cogcom/BobicevSO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/CothaS15,
  author       = {Naveen Kumar Parachur Cotha and
                  Marina Sokolova},
  title        = {Multi-label learning in classification of patients' quasi-identifiers},
  journal      = {Prog. Artif. Intell.},
  volume       = {4},
  number       = {3-4},
  pages        = {37--48},
  year         = {2015},
  url          = {https://doi.org/10.1007/s13748-015-0064-y},
  doi          = {10.1007/S13748-015-0064-Y},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pai/CothaS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BobicevSO15,
  author       = {Victoria Bobicev and
                  Marina Sokolova and
                  Michael P. Oakes},
  editor       = {Denilson Barbosa and
                  Evangelos E. Milios},
  title        = {Sentiment and Factual Transitions in Online Medical Forums},
  booktitle    = {Advances in Artificial Intelligence - 28th Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2015, Halifax, Nova Scotia,
                  Canada, June 2-5, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9091},
  pages        = {204--211},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-18356-5\_18},
  doi          = {10.1007/978-3-319-18356-5\_18},
  timestamp    = {Thu, 28 Sep 2023 12:27:15 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/BobicevSO15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JaferMS15,
  author       = {Yasser Jafer and
                  Stan Matwin and
                  Marina Sokolova},
  editor       = {Denilson Barbosa and
                  Evangelos E. Milios},
  title        = {Privacy-aware Wrappers},
  booktitle    = {Advances in Artificial Intelligence - 28th Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2015, Halifax, Nova Scotia,
                  Canada, June 2-5, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9091},
  pages        = {130--138},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-18356-5\_12},
  doi          = {10.1007/978-3-319-18356-5\_12},
  timestamp    = {Thu, 28 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/JaferMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BobicevS15,
  author       = {Victoria Bobicev and
                  Marina Sokolova},
  editor       = {Nathalie Japkowicz and
                  Stan Matwin},
  title        = {No Sentiment is an Island - Sentiment Classification on Medical Forums},
  booktitle    = {Discovery Science - 18th International Conference, {DS} 2015, Banff,
                  AB, Canada, October 4-6, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9356},
  pages        = {25--32},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24282-8\_4},
  doi          = {10.1007/978-3-319-24282-8\_4},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/BobicevS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmv/ChukalinaNSIBP15,
  author       = {Marina V. Chukalina and
                  Dmitry P. Nikolaev and
                  Valerii Sokolov and
                  Anastasia Ingacheva and
                  Alexey V. Buzmakov and
                  Victor E. Prun},
  editor       = {Antanas Verikas and
                  Petia Radeva and
                  Dmitry P. Nikolaev},
  title        = {{CT} metal artifact reduction by soft inequality constraints},
  booktitle    = {Eighth International Conference on Machine Vision, {ICMV} 2015, Barcelona,
                  Spain, 19-20 November 2015},
  series       = {{SPIE} Proceedings},
  volume       = {9875},
  pages        = {98751C},
  publisher    = {{SPIE}},
  year         = {2015},
  url          = {https://doi.org/10.1117/12.2228810},
  doi          = {10.1117/12.2228810},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icmv/ChukalinaNSIBP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaal/Ortiz-Garcia-Cervigon15,
  author       = {Vicente Ortiz{-}Garc{\'{\i}}a{-}Cervig{\'{o}}n and
                  Marina V. Sokolova and
                  Rosa Mar{\'{\i}}a Garc{\'{\i}}a{-}Mu{\~{n}}oz and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Ian Cleland and
                  Luis A. Guerrero and
                  Jos{\'{e}} Bravo},
  title        = {{LED} Strips for Color- and Illumination-Based Emotion Regulation
                  at Home},
  booktitle    = {Ambient Assisted Living. ICT-Based Solutions in Real Life Situations
                  - 7th International Work-Conference, {IWAAL} 2015, Puerto Varas, Chile,
                  December 1-4, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9455},
  pages        = {277--287},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-26410-3\_26},
  doi          = {10.1007/978-3-319-26410-3\_26},
  timestamp    = {Mon, 07 Nov 2022 21:23:27 +0100},
  biburl       = {https://dblp.org/rec/conf/iwaal/Ortiz-Garcia-Cervigon15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaal/SokolovaFRFL15,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Laura Ros and
                  Luz Fern{\'{a}}ndez{-}Aguilar and
                  Jos{\'{e}} Miguel Latorre},
  editor       = {Ian Cleland and
                  Luis A. Guerrero and
                  Jos{\'{e}} Bravo},
  title        = {Experimentation on Emotion Regulation with Single-Colored Images},
  booktitle    = {Ambient Assisted Living. ICT-Based Solutions in Real Life Situations
                  - 7th International Work-Conference, {IWAAL} 2015, Puerto Varas, Chile,
                  December 1-4, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9455},
  pages        = {265--276},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-26410-3\_25},
  doi          = {10.1007/978-3-319-26410-3\_25},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwaal/SokolovaFRFL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/SokolovaFRLS15,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Laura Ros and
                  Jos{\'{e}} Miguel Latorre and
                  Juan Pedro Serrano},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
                  Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
                  F{\'{e}}lix de la Paz L{\'{o}}pez and
                  F. Javier Toledo{-}Moreo and
                  Hojjat Adeli},
  title        = {Evaluation of Color Preference for Emotion Regulation},
  booktitle    = {Artificial Computation in Biology and Medicine - International Work-Conference
                  on the Interplay Between Natural and Artificial Computation, {IWINAC}
                  2015, Elche, Spain, June 1-5, 2015, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9107},
  pages        = {479--487},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-18914-7\_50},
  doi          = {10.1007/978-3-319-18914-7\_50},
  timestamp    = {Mon, 15 Jun 2020 17:06:46 +0200},
  biburl       = {https://dblp.org/rec/conf/iwinac/SokolovaFRLS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/or/FugenschuhFLMS15,
  author       = {Marzena F{\"{u}}genschuh and
                  Armin F{\"{u}}genschuh and
                  Marina Ludszuweit and
                  Aleksandar Mojsic and
                  Joanna Sok{\'{o}}l},
  editor       = {Karl F. Doerner and
                  Ivana Ljubic and
                  Georg Pflug and
                  Gernot Tragler},
  title        = {Mathematical Optimization of a Magnetic Ruler Layout with Rotated
                  Pole Boundaries},
  booktitle    = {Operations Research Proceedings 2015, Selected Papers of the International
                  Conference of the German, Austrian and Swiss Operations Research Societies
                  (GOR, {\"{O}}GOR, SVOR/ASRO), University of Vienna, Austria,
                  September 1-4, 2015},
  series       = {Operations Research Proceedings},
  pages        = {117--123},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-42902-1\_16},
  doi          = {10.1007/978-3-319-42902-1\_16},
  timestamp    = {Tue, 02 May 2017 14:30:33 +0200},
  biburl       = {https://dblp.org/rec/conf/or/FugenschuhFLMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paams/SokolovaFLMHP15,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Mar{\'{\i}}a T. L{\'{o}}pez and
                  Arturo Mart{\'{\i}}nez{-}Rodrigo and
                  Roberto Zangr{\'{o}}niz Higuera and
                  Jos{\'{e}} Manuel Pastor},
  editor       = {Javier Bajo P{\'{e}}rez and
                  Josefa Z. Hern{\'{a}}ndez and
                  Philippe Mathieu and
                  Andrew T. Campbell and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Mar{\'{\i}}a N. Moreno and
                  Vicente Juli{\'{a}}n and
                  Amparo Alonso{-}Betanzos and
                  Mar{\'{\i}}a Dolores Jim{\'{e}}nez{-}L{\'{o}}pez and
                  Vicente J. Botti},
  title        = {A Distributed Architecture for Multimodal Emotion Identification},
  booktitle    = {Trends in Practical Applications of Agents, Multi-Agent Systems and
                  Sustainability - The {PAAMS} Collection, 13th International Conference,
                  {PAAMS} 2015, Salamanca, Spain, June 3-4, 2015, Special Sessions},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {372},
  pages        = {125--132},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19629-9\_14},
  doi          = {10.1007/978-3-319-19629-9\_14},
  timestamp    = {Mon, 30 May 2022 13:50:01 +0200},
  biburl       = {https://dblp.org/rec/conf/paams/SokolovaFLMHP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/JaferMS15,
  author       = {Yasser Jafer and
                  Stan Matwin and
                  Marina Sokolova},
  editor       = {Ali A. Ghorbani and
                  Vicen{\c{c}} Torra and
                  H{\"{u}}seyin Hisil and
                  Ali Miri and
                  Ahmet Koltuksuz and
                  Jie Zhang and
                  Murat Sensoy and
                  Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro and
                  Ibrahim Zincir},
  title        = {A framework for a privacy-aware feature selection evaluation measure},
  booktitle    = {13th Annual Conference on Privacy, Security and Trust, {PST} 2015,
                  Izmir, Turkey, July 21-23, 2015},
  pages        = {62--69},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/PST.2015.7232955},
  doi          = {10.1109/PST.2015.7232955},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pst/JaferMS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaB15,
  author       = {Marina Sokolova and
                  Victoria Bobicev},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov},
  title        = {Learning Relationship between Authors' Activity and Sentiments: {A}
                  case study of online medical forums},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2015, 7-9
                  September, 2015, Hissar, Bulgaria},
  pages        = {604--610},
  publisher    = {{RANLP} 2015 Organising Committee / {ACL}},
  year         = {2015},
  url          = {https://aclanthology.org/R15-1078/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mipro/2015,
  editor       = {Petar Biljanovic and
                  Zeljko Butkovic and
                  Karolj Skala and
                  Branko Mikac and
                  Marina Cicin{-}Sain and
                  Vlado Sruk and
                  Slobodan Ribaric and
                  Stjepan Gros and
                  Boris Vrdoljak and
                  Mladen Mauher and
                  Andrej Sokolic},
  title        = {38th International Convention on Information and Communication Technology,
                  Electronics and Microelectronics, {MIPRO} 2015, Opatija, Croatia,
                  May 25-29, 2015},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/7153596/proceeding},
  isbn         = {978-9-5323-3082-3},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mipro/2015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CothaS15,
  author       = {Naveen Kumar Parachur Cotha and
                  Marina Sokolova},
  title        = {Multi-Labeled Classification of Demographic Attributes of Patients:
                  a case study of diabetics patients},
  journal      = {CoRR},
  volume       = {abs/1503.07795},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.07795},
  eprinttype    = {arXiv},
  eprint       = {1503.07795},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CothaS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Sokol14,
  author       = {Marina Sokol},
  title        = {Graph-based semi-supervised learning methods and quick detection of
                  central nodes. (M{\'{e}}thodes d'apprentissage semi-supervis{\'{e}}
                  bas{\'{e}} sur les graphes et d{\'{e}}tection rapide des
                  n{\oe}uds centraux)},
  school       = {University of Nice Sophia Antipolis, France},
  year         = {2014},
  url          = {https://tel.archives-ouvertes.fr/tel-00998394},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/hal/Sokol14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/im/AvrachenkovLST14,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Marina Sokol and
                  Don Towsley},
  title        = {Quick Detection of Nodes with Large Degrees},
  journal      = {Internet Math.},
  volume       = {10},
  number       = {1-2},
  pages        = {1--19},
  year         = {2014},
  url          = {https://doi.org/10.1080/15427951.2013.798601},
  doi          = {10.1080/15427951.2013.798601},
  timestamp    = {Sun, 17 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/im/AvrachenkovLST14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-socialnlp/BobicevSO14,
  author       = {Victoria Bobicev and
                  Marina Sokolova and
                  Michael P. Oakes},
  editor       = {Shou{-}de Lin and
                  Lun{-}Wei Ku and
                  Erik Cambria and
                  Tsung{-}Ting Kuo},
  title        = {Recognition of Sentiment Sequences in Online Discussions},
  booktitle    = {Proceedings of the Second Workshop on Natural Language Processing
                  for Social Media, SocialNLP@COLING 2014, Dublin, Ireland, August 24,
                  2014},
  pages        = {44--49},
  publisher    = {Association for Computational Linguistics and Dublin City University},
  year         = {2014},
  url          = {https://doi.org/10.3115/v1/W14-5907},
  doi          = {10.3115/V1/W14-5907},
  timestamp    = {Fri, 06 Aug 2021 00:40:10 +0200},
  biburl       = {https://dblp.org/rec/conf/acl-socialnlp/BobicevSO14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/JaferMS14,
  author       = {Yasser Jafer and
                  Stan Matwin and
                  Marina Sokolova},
  editor       = {Marina Sokolova and
                  Peter van Beek},
  title        = {Task Oriented Privacy Preserving Data Publishing Using Feature Selection},
  booktitle    = {Advances in Artificial Intelligence - 27th Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
                  QC, Canada, May 6-9, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8436},
  pages        = {143--154},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-06483-3\_13},
  doi          = {10.1007/978-3-319-06483-3\_13},
  timestamp    = {Thu, 28 Sep 2023 12:27:14 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/JaferMS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/JaferMS14,
  author       = {Yasser Jafer and
                  Stan Matwin and
                  Marina Sokolova},
  editor       = {Jimmy Lin and
                  Jian Pei and
                  Xiaohua Hu and
                  Wo Chang and
                  Raghunath Nambiar and
                  Charu C. Aggarwal and
                  Nick Cercone and
                  Vasant G. Honavar and
                  Jun Huan and
                  Bamshad Mobasher and
                  Saumyadipta Pyne},
  title        = {Privacy-aware filter-based feature selection},
  booktitle    = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
                  Washington, DC, USA, October 27-30, 2014},
  pages        = {1--5},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/BigData.2014.7004382},
  doi          = {10.1109/BIGDATA.2014.7004382},
  timestamp    = {Fri, 19 Nov 2021 16:08:20 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/JaferMS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euspn/JaferMS14,
  author       = {Yasser Jafer and
                  Stan Matwin and
                  Marina Sokolova},
  title        = {Using Feature Selection to Improve the Utility of Differentially Private
                  Data Publishing},
  booktitle    = {The 5th International Conference on Emerging Ubiquitous Systems and
                  Pervasive Networks {(EUSPN-2014)/} The 4th International Conference
                  on Current and Future Trends of Information and Communication Technologies
                  in Healthcare {(ICTH} 2014)/ Affiliated Workshops, September 22-25,
                  2014, Halifax, Nova Scotia, Canada},
  series       = {Procedia Computer Science},
  volume       = {37},
  pages        = {511--516},
  publisher    = {Elsevier},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.procs.2014.08.076},
  doi          = {10.1016/J.PROCS.2014.08.076},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/conf/euspn/JaferMS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/AvrachenkovHS14,
  author       = {Konstantin Avrachenkov and
                  Remco van der Hofstad and
                  Marina Sokol},
  editor       = {Anthony Bonato and
                  Fan Chung Graham and
                  Pawel Pralat},
  title        = {Personalized PageRank with Node-Dependent Restart},
  booktitle    = {Algorithms and Models for the Web Graph - 11th International Workshop,
                  {WAW} 2014, Beijing, China, December 17-18, 2014, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8882},
  pages        = {23--33},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-13123-8\_3},
  doi          = {10.1007/978-3-319-13123-8\_3},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/waw/AvrachenkovHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ai/2014,
  editor       = {Marina Sokolova and
                  Peter van Beek},
  title        = {Advances in Artificial Intelligence - 27th Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al,
                  QC, Canada, May 6-9, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8436},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-06483-3},
  doi          = {10.1007/978-3-319-06483-3},
  isbn         = {978-3-319-06482-6},
  timestamp    = {Thu, 28 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AvrachenkovHS14,
  author       = {Konstantin Avrachenkov and
                  Remco van der Hofstad and
                  Marina Sokol},
  title        = {Personalized PageRank with Node-dependent Restart},
  journal      = {CoRR},
  volume       = {abs/1408.0719},
  year         = {2014},
  url          = {http://arxiv.org/abs/1408.0719},
  eprinttype    = {arXiv},
  eprint       = {1408.0719},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AvrachenkovHS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Fernandez-CaballeroCLSS13,
  author       = {Antonio Fern{\'{a}}ndez{-}Caballero and
                  Jos{\'{e}} Carlos Castillo and
                  Mar{\'{\i}}a T. L{\'{o}}pez and
                  Juan Serrano{-}Cuerda and
                  Marina V. Sokolova},
  title        = {INT\({}^{\mbox{3}}\)-Horus framework for multispectrum activity interpretation
                  in intelligent environments},
  journal      = {Expert Syst. Appl.},
  volume       = {40},
  number       = {17},
  pages        = {6715--6727},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.eswa.2013.06.058},
  doi          = {10.1016/J.ESWA.2013.06.058},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/Fernandez-CaballeroCLSS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SokolovaGJB13,
  author       = {Marina V. Sokolova and
                  Irene Gonz{\'{a}}lez{-}Mart{\'{\i}} and
                  Onofre Ricardo Contreras Jord{\'{a}}n and
                  Juan Gregorio Fern{\'{a}}ndez Bustos},
  title        = {A case study of muscle dysmorphia disorder diagnostics},
  journal      = {Expert Syst. Appl.},
  volume       = {40},
  number       = {10},
  pages        = {4226--4231},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.eswa.2013.01.023},
  doi          = {10.1016/J.ESWA.2013.01.023},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/SokolovaGJB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SokolovaF13,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {A methodological approach to mining and simulating data in complex
                  information systems},
  journal      = {Intell. Data Anal.},
  volume       = {17},
  number       = {5},
  pages        = {753--769},
  year         = {2013},
  url          = {https://doi.org/10.3233/IDA-130605},
  doi          = {10.3233/IDA-130605},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ida/SokolovaF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/SokolovaSCF13,
  author       = {Marina V. Sokolova and
                  Juan Serrano{-}Cuerda and
                  Jos{\'{e}} Carlos Castillo and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {A fuzzy model for human fall detection in infrared video},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {24},
  number       = {2},
  pages        = {215--228},
  year         = {2013},
  url          = {https://doi.org/10.3233/IFS-2012-0548},
  doi          = {10.3233/IFS-2012-0548},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jifs/SokolovaSCF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/GhazinourSM13,
  author       = {Kambiz Ghazinour and
                  Marina Sokolova and
                  Stan Matwin},
  editor       = {Osmar R. Za{\"{\i}}ane and
                  Sandra Zilles},
  title        = {Detecting Health-Related Privacy Leaks in Social Networks Using Text
                  Mining Tools},
  booktitle    = {Advances in Artificial Intelligence, 26th Canadian Conference on Artificial
                  Intelligence, Canadian {AI} 2013, Regina, SK, Canada, May 28-31, 2013.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7884},
  pages        = {25--39},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38457-8\_3},
  doi          = {10.1007/978-3-642-38457-8\_3},
  timestamp    = {Thu, 28 Sep 2023 12:27:13 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/GhazinourSM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/GhazinourMS13,
  author       = {Kambiz Ghazinour and
                  Stan Matwin and
                  Marina Sokolova},
  editor       = {Giovanna Guerrini},
  title        = {Monitoring and recommending privacy settings in social networks},
  booktitle    = {Joint 2013 {EDBT/ICDT} Conferences, {EDBT/ICDT} '13, Genoa, Italy,
                  March 22, 2013, Workshop Proceedings},
  pages        = {164--168},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2457317.2457344},
  doi          = {10.1145/2457317.2457344},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edbt/GhazinourMS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/AliSSI13,
  author       = {Tanveer Ali and
                  David Schramm and
                  Marina Sokolova and
                  Diana Inkpen},
  title        = {Can {I} Hear You? Sentiment Analysis on Medical Forums},
  booktitle    = {Sixth International Joint Conference on Natural Language Processing,
                  {IJCNLP} 2013, Nagoya, Japan, October 14-18, 2013},
  pages        = {667--673},
  publisher    = {Asian Federation of Natural Language Processing / {ACL}},
  year         = {2013},
  url          = {https://aclanthology.org/I13-1077/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnlp/AliSSI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Serrano-CuerdaSFLC13,
  author       = {Juan Serrano{-}Cuerda and
                  Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Mar{\'{\i}}a T. L{\'{o}}pez and
                  Jos{\'{e}} Carlos Castillo},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
                  Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
                  F{\'{e}}lix de la Paz L{\'{o}}pez and
                  F. Javier Toledo{-}Moreo},
  title        = {Fusion of Overhead and Lateral View Video for Enhanced People Counting},
  booktitle    = {Natural and Artificial Computation in Engineering and Medical Applications
                  - 5th International Work-Conference on the Interplay Between Natural
                  and Artificial Computation, {IWINAC} 2013, Mallorca, Spain, June 10-14,
                  2013. Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7931},
  pages        = {220--229},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38622-0\_23},
  doi          = {10.1007/978-3-642-38622-0\_23},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwinac/Serrano-CuerdaSFLC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paams/Serrano-CuerdaCSF13,
  author       = {Juan Serrano{-}Cuerda and
                  Jos{\'{e}} Carlos Castillo and
                  Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Javier Bajo P{\'{e}}rez and
                  Juan M. Corchado Rodr{\'{\i}}guez and
                  Johannes F{\"{a}}hndrich and
                  Philippe Mathieu and
                  Andrew T. Campbell and
                  Mari Carmen Su{\'{a}}rez{-}Figueroa and
                  Alfonso Ortega and
                  Emmanuel Adam and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Ram{\'{o}}n Hermoso and
                  Mar{\'{\i}}a N. Moreno},
  title        = {Efficient People Counting from Indoor Overhead Video Camera},
  booktitle    = {Trends in Practical Applications of Agents and Multiagent Systems
                  - 11th International Conference on Practical Applications of Agents
                  and Multi-Agent Systems {(PAAMS} 2013) Special Sessions, Salamanca,
                  Spain, May 22-24, 2013},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {221},
  pages        = {129--137},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-00563-8\_16},
  doi          = {10.1007/978-3-319-00563-8\_16},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/paams/Serrano-CuerdaCSF13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/AliSSI13,
  author       = {Tanveer Ali and
                  Marina Sokolova and
                  David Schramm and
                  Diana Inkpen},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov},
  title        = {Opinion Learning from Medical Forums},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2013, 9-11
                  September, 2013, Hissar, Bulgaria},
  pages        = {18--24},
  publisher    = {{RANLP} 2013 Organising Committee / {ACL}},
  year         = {2013},
  url          = {https://aclanthology.org/R13-1003/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/AliSSI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/BobicevSEM13,
  author       = {Victoria Bobicev and
                  Marina Sokolova and
                  Khaled El Emam and
                  Stan Matwin},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov},
  title        = {Authorship Attribution in Health Forums},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2013, 9-11
                  September, 2013, Hissar, Bulgaria},
  pages        = {74--82},
  publisher    = {{RANLP} 2013 Organising Committee / {ACL}},
  year         = {2013},
  url          = {https://aclanthology.org/R13-1010/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/BobicevSEM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaB13,
  author       = {Marina Sokolova and
                  Victoria Bobicev},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov},
  title        = {What Sentiments Can Be Found in Medical Forums?},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2013, 9-11
                  September, 2013, Hissar, Bulgaria},
  pages        = {633--639},
  publisher    = {{RANLP} 2013 Organising Committee / {ACL}},
  year         = {2013},
  url          = {https://aclanthology.org/R13-1083/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaIPM13,
  author       = {Marina Sokolova and
                  Ilya Ioshikhes and
                  Hamid Poursepanj and
                  Alex MacKenzie},
  editor       = {Guergana Savova and
                  Kevin Bretonnel Cohen and
                  Galia Angelova},
  title        = {{NLP} can help parents to understand rare diseases},
  booktitle    = {Proceedings of the Workshop on {NLP} for Medicine and Biology associated
                  with {RANLP} 2013, Hissar, Bulgaria, September 13, 2013},
  pages        = {24--33},
  publisher    = {{INCOMA} Ltd. Shoumen, {BULGARIA}},
  year         = {2013},
  url          = {https://aclanthology.org/W13-5104/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaIPM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaMJS13,
  author       = {Marina Sokolova and
                  Stan Matwin and
                  Yasser Jafer and
                  David Schramm},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov},
  title        = {How Joe and Jane Tweet about Their Health: Mining for Personal Health
                  Information on Twitter},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2013, 9-11
                  September, 2013, Hissar, Bulgaria},
  pages        = {626--632},
  publisher    = {{RANLP} 2013 Organising Committee / {ACL}},
  year         = {2013},
  url          = {https://aclanthology.org/R13-1082/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaMJS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/AvrachenkovGS13,
  author       = {Konstantin Avrachenkov and
                  Paulo Gon{\c{c}}alves and
                  Marina Sokol},
  editor       = {Anthony Bonato and
                  Michael Mitzenmacher and
                  Pawel Pralat},
  title        = {On the Choice of Kernel and Labelled Data in Semi-supervised Learning
                  Methods},
  booktitle    = {Algorithms and Models for the Web Graph - 10th International Workshop,
                  {WAW} 2013, Cambridge, MA, USA, December 14-15, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8305},
  pages        = {56--67},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-03536-9\_5},
  doi          = {10.1007/978-3-319-03536-9\_5},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/waw/AvrachenkovGS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/AvrachenkovLMS13,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Vasily Medyanikov and
                  Marina Sokol},
  editor       = {Anthony Bonato and
                  Michael Mitzenmacher and
                  Pawel Pralat},
  title        = {Alpha Current Flow Betweenness Centrality},
  booktitle    = {Algorithms and Models for the Web Graph - 10th International Workshop,
                  {WAW} 2013, Cambridge, MA, USA, December 14-15, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8305},
  pages        = {106--117},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-03536-9\_9},
  doi          = {10.1007/978-3-319-03536-9\_9},
  timestamp    = {Thu, 15 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waw/AvrachenkovLMS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AvrachenkovLMS13,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Vasily Medyanikov and
                  Marina Sokol},
  title        = {Alpha current flow betweenness centrality},
  journal      = {CoRR},
  volume       = {abs/1308.2591},
  year         = {2013},
  url          = {http://arxiv.org/abs/1308.2591},
  eprinttype    = {arXiv},
  eprint       = {1308.2591},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AvrachenkovLMS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/isrl/2012-30,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {Decision Making in Complex Systems - The DeciMaS Agent-based Interdisciplinary
                  Framework Approach},
  series       = {Intelligent Systems Reference Library},
  volume       = {30},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-25544-1},
  doi          = {10.1007/978-3-642-25544-1},
  isbn         = {978-3-642-25543-4},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/2012-30.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SokolovaF12,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {Evaluation of environmental impact upon human health with DeciMaS
                  framework},
  journal      = {Expert Syst. Appl.},
  volume       = {39},
  number       = {3},
  pages        = {3469--3483},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.eswa.2011.09.037},
  doi          = {10.1016/J.ESWA.2011.09.037},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/SokolovaF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SokolovEGGTP12,
  author       = {Arseny A. Sokolov and
                  Michael Erb and
                  Alireza Gharabaghi and
                  Wolfgang Grodd and
                  Marcos Soares Tatagiba and
                  Marina Pavlova},
  title        = {Biological motion processing: The left cerebellum communicates with
                  the right superior temporal sulcus},
  journal      = {NeuroImage},
  volume       = {59},
  number       = {3},
  pages        = {2824--2830},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.neuroimage.2011.08.039},
  doi          = {10.1016/J.NEUROIMAGE.2011.08.039},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/SokolovEGGTP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/BobicevSJS12,
  author       = {Victoria Bobicev and
                  Marina Sokolova and
                  Yasser Jafer and
                  David Schramm},
  editor       = {Leila Kosseim and
                  Diana Inkpen},
  title        = {Learning Sentiments from Tweets with Personal Health Information},
  booktitle    = {Advances in Artificial Intelligence - 25th Canadian Conference on
                  Artificial Intelligence, Canadian {AI} 2012, Toronto, ON, Canada,
                  May 28-30, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7310},
  pages        = {37--48},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30353-1\_4},
  doi          = {10.1007/978-3-642-30353-1\_4},
  timestamp    = {Thu, 28 Sep 2023 12:27:12 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/BobicevSJS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hisb/SokolovaJS12,
  author       = {Marina Sokolova and
                  Yasser Jafer and
                  David Schramm},
  title        = {Text Mining for Personal Health Information on Twitter},
  booktitle    = {2012 {IEEE} Second International Conference on Healthcare Informatics,
                  Imaging and Systems Biology, {HISB} 2012, La Jolla, CA, USA, September
                  27-28, 2012},
  pages        = {112},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/HISB.2012.37},
  doi          = {10.1109/HISB.2012.37},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hisb/SokolovaJS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intenv/CastilloSSFCN12,
  author       = {Jos{\'{e}} Carlos Castillo and
                  Juan Serrano{-}Cuerda and
                  Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  {\^{A}}ngelo Costa and
                  Paulo Novais},
  title        = {Multispectrum Video for Proactive Response in Intelligent Environments},
  booktitle    = {2012 Eighth International Conference on Intelligent Environments,
                  Guanajuato, Mexico, June 26-29, 2012},
  pages        = {178--185},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IE.2012.73},
  doi          = {10.1109/IE.2012.73},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/intenv/CastilloSSFCN12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/intenv/Fernandez-CaballeroSSCMCR12,
  author       = {Antonio Fern{\'{a}}ndez{-}Caballero and
                  Marina V. Sokolova and
                  Juan Serrano{-}Cuerda and
                  Jos{\'{e}} Carlos Castillo and
                  Ver{\'{o}}nica Moreno and
                  Rodrigo Casti{\~{n}}eira and
                  Luis Redondo},
  title        = {{HOLDS:} Efficient Fall Detection through Accelerometers and Computer
                  Vision},
  booktitle    = {2012 Eighth International Conference on Intelligent Environments,
                  Guanajuato, Mexico, June 26-29, 2012},
  pages        = {367--370},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IE.2012.11},
  doi          = {10.1109/IE.2012.11},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/intenv/Fernandez-CaballeroSSCMCR12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/AvrachenkovGLS12,
  author       = {Konstantin Avrachenkov and
                  Paulo Gon{\c{c}}alves and
                  Arnaud Legout and
                  Marina Sokol},
  title        = {Classification of content and users in BitTorrent by semi-supervised
                  learning methods},
  booktitle    = {8th International Wireless Communications and Mobile Computing Conference,
                  {IWCMC} 2012, Limassol, Cyprus, August 27-31, 2012},
  pages        = {625--630},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IWCMC.2012.6314276},
  doi          = {10.1109/IWCMC.2012.6314276},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/iwcmc/AvrachenkovGLS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/CastilloFSS12,
  author       = {Jos{\'{e}} Carlos Castillo and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Juan Serrano{-}Cuerda and
                  Marina V. Sokolova},
  editor       = {Manuel Gra{\~{n}}a and
                  Carlos Toro and
                  Jorge Posada and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Intelligent Monitoring and Activity Interpretation Framework - INT\({}^{\mbox{3}}\)-Horus
                  General Description},
  booktitle    = {Advances in Knowledge-Based and Intelligent Information and Engineering
                  Systems - 16th Annual {KES} Conference, San Sebastian, Spain, 10-12
                  September 2012},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {243},
  pages        = {970--979},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=32037},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/CastilloFSS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/Serrano-CuerdaSFLC12,
  author       = {Juan Serrano{-}Cuerda and
                  Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Mar{\'{\i}}a T. L{\'{o}}pez and
                  Jos{\'{e}} Carlos Castillo},
  editor       = {Manuel Gra{\~{n}}a and
                  Carlos Toro and
                  Jorge Posada and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Accumulative Computation and Fuzzy Sets for Robust Fall Detection
                  in Color Video},
  booktitle    = {Advances in Knowledge-Based and Intelligent Information and Engineering
                  Systems - 16th Annual {KES} Conference, San Sebastian, Spain, 10-12
                  September 2012},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {243},
  pages        = {960--969},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=32036},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/Serrano-CuerdaSFLC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/SokolovaCFS12,
  author       = {Marina V. Sokolova and
                  Jos{\'{e}} Carlos Castillo and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Juan Serrano{-}Cuerda},
  editor       = {Manuel Gra{\~{n}}a and
                  Carlos Toro and
                  Jorge Posada and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Intelligent Monitoring and Activity Interpretation Framework - INT\({}^{\mbox{3}}\)-Horus
                  Ontological Model},
  booktitle    = {Advances in Knowledge-Based and Intelligent Information and Engineering
                  Systems - 16th Annual {KES} Conference, San Sebastian, Spain, 10-12
                  September 2012},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {243},
  pages        = {980--989},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=32038},
  timestamp    = {Fri, 09 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/SokolovaCFS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcpr2/SokolovaF12,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
                  Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
                  Jos{\'{e}} Arturo Olvera{-}L{\'{o}}pez and
                  Kim L. Boyer},
  title        = {Fuzzy Sets for Human Fall Pattern Recognition},
  booktitle    = {Pattern Recognition - 4th Mexican Conference, {MCPR} 2012, Huatulco,
                  Mexico, June 27-30, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7329},
  pages        = {117--126},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31149-9\_12},
  doi          = {10.1007/978-3-642-31149-9\_12},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mcpr2/SokolovaF12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SokolAGM12,
  author       = {Marina Sokol and
                  Konstantin Avrachenkov and
                  Paulo Gon{\c{c}}alves and
                  Alexey Mishenin},
  title        = {Generalized Optimization Framework for Graph-based Semi-supervised
                  Learning},
  booktitle    = {Proceedings of the Twelfth {SIAM} International Conference on Data
                  Mining, Anaheim, California, USA, April 26-28, 2012},
  pages        = {966--974},
  publisher    = {{SIAM} / Omnipress},
  year         = {2012},
  url          = {https://doi.org/10.1137/1.9781611972825.83},
  doi          = {10.1137/1.9781611972825.83},
  timestamp    = {Wed, 17 May 2017 14:24:53 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SokolAGM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/AvrachenkovLST12,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Marina Sokol and
                  Don Towsley},
  editor       = {Anthony Bonato and
                  Jeannette C. M. Janssen},
  title        = {Quick Detection of Nodes with Large Degrees},
  booktitle    = {Algorithms and Models for the Web Graph - 9th International Workshop,
                  {WAW} 2012, Halifax, NS, Canada, June 22-23, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7323},
  pages        = {54--65},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-30541-2\_5},
  doi          = {10.1007/978-3-642-30541-2\_5},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/waw/AvrachenkovLST12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3261,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Marina Sokol and
                  Don Towsley},
  title        = {Quick Detection of Nodes with Large Degrees},
  journal      = {CoRR},
  volume       = {abs/1202.3261},
  year         = {2012},
  url          = {http://arxiv.org/abs/1202.3261},
  eprinttype    = {arXiv},
  eprint       = {1202.3261},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1202-3261.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/SokolovaF11,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {Hybrid models in agent-based environmental decision support},
  journal      = {Appl. Soft Comput.},
  volume       = {11},
  number       = {8},
  pages        = {5243--5258},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.asoc.2011.05.035},
  doi          = {10.1016/J.ASOC.2011.05.035},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/SokolovaF11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nle/SokolovaL11,
  author       = {Marina Sokolova and
                  Guy Lapalme},
  title        = {Learning opinions in user-generated web content},
  journal      = {Nat. Lang. Eng.},
  volume       = {17},
  number       = {4},
  pages        = {541--567},
  year         = {2011},
  url          = {https://doi.org/10.1017/S135132491100012X},
  doi          = {10.1017/S135132491100012X},
  timestamp    = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nle/SokolovaL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaB11,
  author       = {Marina Sokolova and
                  Victoria Bobicev},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov and
                  Nicolas Nicolov},
  title        = {Sentiments and Opinions in Health-related Web messages},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2011, 12-14
                  September, 2011, Hissar, Bulgaria},
  pages        = {132--139},
  publisher    = {{RANLP} 2011 Organising Committee},
  year         = {2011},
  url          = {https://aclanthology.org/R11-1019/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaS11,
  author       = {Marina Sokolova and
                  David Schramm},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov and
                  Nicolas Nicolov},
  title        = {Building a Patient-based Ontology for User-written Web Messages},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2011, 12-14
                  September, 2011, Hissar, Bulgaria},
  pages        = {758--763},
  publisher    = {{RANLP} 2011 Organising Committee},
  year         = {2011},
  url          = {https://aclanthology.org/R11-1111/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/AvrachenkovLNSS11,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Danil Nemirovsky and
                  Elena Smirnova and
                  Marina Sokol},
  editor       = {Alan M. Frieze and
                  Paul Horn and
                  Pawel Pralat},
  title        = {Quick Detection of Top-k Personalized PageRank Lists},
  booktitle    = {Algorithms and Models for the Web Graph - 8th International Workshop,
                  {WAW} 2011, Atlanta, GA, USA, May 27-29, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6732},
  pages        = {50--61},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21286-4\_5},
  doi          = {10.1007/978-3-642-21286-4\_5},
  timestamp    = {Thu, 28 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/waw/AvrachenkovLNSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-4278,
  author       = {Konstantin Avrachenkov and
                  Paulo Gon{\c{c}}alves and
                  Alexey Mishenin and
                  Marina Sokol},
  title        = {Generalized Optimization Framework for Graph-based Semi-supervised
                  Learning},
  journal      = {CoRR},
  volume       = {abs/1110.4278},
  year         = {2011},
  url          = {http://arxiv.org/abs/1110.4278},
  eprinttype    = {arXiv},
  eprint       = {1110.4278},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1110-4278.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiids/SokolovaF10,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {Supporting multi-agent systems life cycle by integrating Protege and
                  Prometheus},
  journal      = {Int. J. Intell. Inf. Database Syst.},
  volume       = {4},
  number       = {3},
  pages        = {227--244},
  year         = {2010},
  url          = {https://doi.org/10.1504/IJIIDS.2010.034081},
  doi          = {10.1504/IJIIDS.2010.034081},
  timestamp    = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijiids/SokolovaF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/EmamNJSPNS10,
  author       = {Khaled El Emam and
                  Emilio Neri and
                  Elizabeth Jonker and
                  Marina Sokolova and
                  Liam Peyton and
                  Angelica Neisa and
                  Teresa Scassa},
  title        = {The inadvertent disclosure of personal health information through
                  peer-to-peer file sharing programs},
  journal      = {J. Am. Medical Informatics Assoc.},
  volume       = {17},
  number       = {2},
  pages        = {148--158},
  year         = {2010},
  url          = {https://doi.org/10.1136/jamia.2009.000232},
  doi          = {10.1136/JAMIA.2009.000232},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jamia/EmamNJSPNS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PavlovaGLSK10,
  author       = {Marina Pavlova and
                  Michele Guerreschi and
                  Werner Lutzenberger and
                  Alexander N. Sokolov and
                  Ingeborg Kr{\"{a}}geloh{-}Mann},
  title        = {Cortical response to social interaction is affected by gender},
  journal      = {NeuroImage},
  volume       = {50},
  number       = {3},
  pages        = {1327--1332},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.neuroimage.2009.12.096},
  doi          = {10.1016/J.NEUROIMAGE.2009.12.096},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/PavlovaGLSK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaECNRJ10,
  author       = {Marina Sokolova and
                  Khaled El Emam and
                  Sadrul Chowdhury and
                  Emilio Neri and
                  Sean Rose and
                  Elizabeth Jonker},
  editor       = {Atefeh Farzindar and
                  Vlado Keselj},
  title        = {Evaluation of Rare Event Detection},
  booktitle    = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial
                  Intelligence, Canadian, {AI} 2010, Ottawa, Canada, May 31 - June 2,
                  2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6085},
  pages        = {379--383},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13059-5\_51},
  doi          = {10.1007/978-3-642-13059-5\_51},
  timestamp    = {Thu, 28 Sep 2023 12:27:10 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaECNRJ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/SokolovaFG10,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Francisco Javier G{\'{o}}mez},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {Agent-based Interdisciplinary Framework for Decision Making in Complex
                  Systems},
  booktitle    = {{ICAART} 2010 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Volume 2 - Agents, Valencia, Spain, January
                  22-24, 2010},
  pages        = {96--103},
  publisher    = {{INSTICC} Press},
  year         = {2010},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/SokolovaFG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/SokolovaFG10a,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero and
                  Francisco Javier G{\'{o}}mez},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {Decision Making in Complex Systems with an Interdisciplinary Approach},
  booktitle    = {Agents and Artificial Intelligence - Second International Conference,
                  {ICAART} 2010, Valencia, Spain, January 22-24, 2010. Revised Selected
                  Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {129},
  pages        = {240--250},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-19890-8\_18},
  doi          = {10.1007/978-3-642-19890-8\_18},
  timestamp    = {Sat, 19 Oct 2019 20:06:54 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/SokolovaFG10a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/SokolovaF10,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Anne H{\aa}kansson and
                  Ronald L. Hartung and
                  Ngoc Thanh Nguyen},
  title        = {Environmental Impact Assessment by Multi-Agent Systems},
  booktitle    = {Agent and Multi-agent Technology for Internet and Enterprise Systems},
  series       = {Studies in Computational Intelligence},
  volume       = {289},
  pages        = {69--89},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13526-2\_4},
  doi          = {10.1007/978-3-642-13526-2\_4},
  timestamp    = {Thu, 16 Mar 2023 20:00:38 +0100},
  biburl       = {https://dblp.org/rec/series/sci/SokolovaF10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-3775,
  author       = {Konstantin Avrachenkov and
                  Nelly Litvak and
                  Danil Nemirovsky and
                  Elena Smirnova and
                  Marina Sokol},
  title        = {Monte Carlo Methods for Top-k Personalized PageRank Lists and Name
                  Disambiguation},
  journal      = {CoRR},
  volume       = {abs/1008.3775},
  year         = {2010},
  url          = {http://arxiv.org/abs/1008.3775},
  eprinttype    = {arXiv},
  eprint       = {1008.3775},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1008-3775.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SokolovaF09,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  title        = {Modeling and implementing an agent-based environmental health impact
                  decision support system},
  journal      = {Expert Syst. Appl.},
  volume       = {36},
  number       = {2},
  pages        = {2603--2614},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.eswa.2008.01.041},
  doi          = {10.1016/J.ESWA.2008.01.041},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/SokolovaF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/SokolovaL09,
  author       = {Marina Sokolova and
                  Guy Lapalme},
  title        = {A systematic analysis of performance measures for classification tasks},
  journal      = {Inf. Process. Manag.},
  volume       = {45},
  number       = {4},
  pages        = {427--437},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.ipm.2009.03.002},
  doi          = {10.1016/J.IPM.2009.03.002},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ipm/SokolovaL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/PavlovaBSBK09,
  author       = {Marina Pavlova and
                  Christel Bidet{-}Ildei and
                  Alexander N. Sokolov and
                  Christoph Braun and
                  Ingeborg Kr{\"{a}}geloh{-}Mann},
  title        = {Neuromagnetic Response to Body Motion and Brain Connectivity},
  journal      = {J. Cogn. Neurosci.},
  volume       = {21},
  number       = {5},
  pages        = {837--846},
  year         = {2009},
  url          = {https://doi.org/10.1162/jocn.2009.21050},
  doi          = {10.1162/JOCN.2009.21050},
  timestamp    = {Mon, 31 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jocn/PavlovaBSBK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaL09,
  author       = {Marina Sokolova and
                  Guy Lapalme},
  editor       = {Yong Gao and
                  Nathalie Japkowicz},
  title        = {Opinion Learning without Emotional Words},
  booktitle    = {Advances in Artificial Intelligence, 22nd Canadian Conference on Artificial
                  Intelligence, Canadian {AI} 2009, Kelowna, Canada, May 25-27, 2009,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5549},
  pages        = {253--256},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-01818-3\_36},
  doi          = {10.1007/978-3-642-01818-3\_36},
  timestamp    = {Thu, 28 Sep 2023 12:27:09 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/SokolovaF09,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Joaquim Filipe and
                  Ana L. N. Fred and
                  Bernadette Sharp},
  title        = {Data Mining Driven Decision Making},
  booktitle    = {{ICAART} 2009 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Porto, Portugal, January 19 - 21, 2009},
  pages        = {220--225},
  publisher    = {{INSTICC} Press},
  year         = {2009},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaart/SokolovaF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itee/SokolovaF09,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Ioannis N. Athanasiadis and
                  Pericles A. Mitkas and
                  Andrea Emilio Rizzoli and
                  Jorge Marx G{\'{o}}mez},
  title        = {Multi-agent-based system technologies in environmental issues},
  booktitle    = {Information Technologies in Environmental Engineering, Proceedings
                  of the 4th International {ICSC} Symposium, {ITEE} 2009, Thessaloniki,
                  Greece, May 28-29, 2009},
  pages        = {549--562},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-540-88351-7\_41},
  doi          = {10.1007/978-3-540-88351-7\_41},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itee/SokolovaF09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaB09,
  author       = {Marina Sokolova and
                  Victoria Bobicev},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov and
                  Nicolas Nicolov and
                  Nikolai Nikolov},
  title        = {Classification of Emotion Words in Russian and Romanian Languages},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2009, 14-16
                  September, 2009, Borovets, Bulgaria},
  pages        = {416--420},
  publisher    = {{RANLP} 2009 Organising Committee / {ACL}},
  year         = {2009},
  url          = {https://aclanthology.org/R09-1075/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/SokolovaL09,
  author       = {Marina Sokolova and
                  Guy Lapalme},
  editor       = {Galia Angelova and
                  Kalina Bontcheva and
                  Ruslan Mitkov and
                  Nicolas Nicolov and
                  Nikolai Nikolov},
  title        = {Classification of Opinions with Non-affective Adverbs and Adjectives},
  booktitle    = {Recent Advances in Natural Language Processing, {RANLP} 2009, 14-16
                  September, 2009, Borovets, Bulgaria},
  pages        = {421--427},
  publisher    = {{RANLP} 2009 Organising Committee / {ACL}},
  year         = {2009},
  url          = {https://aclanthology.org/R09-1076/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ranlp/SokolovaL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/PavlovaSBK08,
  author       = {Marina Pavlova and
                  Alexander N. Sokolov and
                  Niels Birbaumer and
                  Ingeborg Kr{\"{a}}geloh{-}Mann},
  title        = {Perception and Understanding of Others' Actions and Brain Connectivity},
  journal      = {J. Cogn. Neurosci.},
  volume       = {20},
  number       = {3},
  pages        = {494--504},
  year         = {2008},
  url          = {https://doi.org/10.1162/jocn.2008.20034},
  doi          = {10.1162/JOCN.2008.20034},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jocn/PavlovaSBK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BobicevS08,
  author       = {Victoria Bobicev and
                  Marina Sokolova},
  editor       = {Dieter Fox and
                  Carla P. Gomes},
  title        = {An Effective and Robust Method for Short Text Classification},
  booktitle    = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
                  {AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
  pages        = {1444--1445},
  publisher    = {{AAAI} Press},
  year         = {2008},
  url          = {http://www.aaai.org/Library/AAAI/2008/aaai08-230.php},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/BobicevS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaL08,
  author       = {Marina Sokolova and
                  Guy Lapalme},
  editor       = {Sabine Bergler},
  title        = {Verbs Speak Loud: Verb Categories in Learning Polarity and Strength
                  of Opinions},
  booktitle    = {Advances in Artificial Intelligence , 21st Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2008,
                  Windsor, Canada, May 28-30, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5032},
  pages        = {320--331},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-68825-9\_30},
  doi          = {10.1007/978-3-540-68825-9\_30},
  timestamp    = {Thu, 28 Sep 2023 12:27:09 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/SokolovaF08,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Jos{\'{e}} Cordeiro and
                  Joaquim Filipe},
  title        = {The Prot{\'{e}}g{\'{e}} - Prometheus Approach to Support
                  Multi-Agent Systems Creation},
  booktitle    = {{ICEIS} 2008 - Proceedings of the Tenth International Conference on
                  Enterprise Information Systems, Volume AIDSS, Barcelona, Spain, June
                  12-16, 2008},
  pages        = {442--445},
  year         = {2008},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iceis/SokolovaF08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/SokolovaNS08,
  author       = {Marina Sokolova and
                  Vivi Nastase and
                  Stan Szpakowicz},
  title        = {The Telling Tail: Signals of Success in Electronic Negotiation Texts},
  booktitle    = {Third International Joint Conference on Natural Language Processing,
                  {IJCNLP} 2008, Hyderabad, India, January 7-12, 2008},
  pages        = {257--264},
  publisher    = {The Association for Computer Linguistics},
  year         = {2008},
  url          = {https://aclanthology.org/I08-1034/},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnlp/SokolovaNS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/SokolovaF08,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Ignac Lovrek and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Agent-Based Decision Making through Intelligent Knowledge Discovery},
  booktitle    = {Knowledge-Based Intelligent Information and Engineering Systems, 12th
                  International Conference, {KES} 2008, Zagreb, Croatia, September 3-5,
                  2008, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5179},
  pages        = {709--715},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-85567-5\_88},
  doi          = {10.1007/978-3-540-85567-5\_88},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/SokolovaF08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesamsta/SokolovaF08,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Ngoc Thanh Nguyen and
                  GeunSik Jo and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Facilitating {MAS} Complete Life Cycle through the Prot{\'{e}}g{\'{e}}-Prometheus
                  Approach},
  booktitle    = {Agent and Multi-Agent Systems: Technologies and Applications, Second
                  {KES} International Symposium, {KES-AMSTA} 2008, Incheon, Korea, March
                  26-28, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4953},
  pages        = {63--72},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78582-8\_7},
  doi          = {10.1007/978-3-540-78582-8\_7},
  timestamp    = {Thu, 16 Mar 2023 20:00:31 +0100},
  biburl       = {https://dblp.org/rec/conf/kesamsta/SokolovaF08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PavlovaLSBK07,
  author       = {Marina Pavlova and
                  Werner Lutzenberger and
                  Alexander N. Sokolov and
                  Niels Birbaumer and
                  Ingeborg Kr{\"{a}}geloh{-}Mann},
  title        = {Oscillatory {MEG} response to human locomotion is modulated by periventricular
                  lesions},
  journal      = {NeuroImage},
  volume       = {35},
  number       = {3},
  pages        = {1256--1263},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.neuroimage.2007.01.030},
  doi          = {10.1016/J.NEUROIMAGE.2007.01.030},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/PavlovaLSBK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaL07,
  author       = {Marina Sokolova and
                  Guy Lapalme},
  editor       = {Ziad Kobti and
                  Dan Wu},
  title        = {Performance Measures in Classification of Human Communications},
  booktitle    = {Advances in Artificial Intelligence, 20th Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2007,
                  Montreal, Canada, May 28-30, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4509},
  pages        = {159--170},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72665-4\_14},
  doi          = {10.1007/978-3-540-72665-4\_14},
  timestamp    = {Thu, 28 Sep 2023 12:27:08 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaL07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/SokolovaF07,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Jorge Cardoso and
                  Jos{\'{e}} Cordeiro and
                  Joaquim Filipe},
  title        = {A Multi-Agent Architecture for Environmental Impact Assessment: Information
                  Fusion, Data Mining and Decision Making},
  booktitle    = {{ICEIS} 2007 - Proceedings of the Ninth International Conference on
                  Enterprise Information Systems, Volume AIDSS, Funchal, Madeira, Portugal,
                  June 12-16, 2007},
  pages        = {219--224},
  year         = {2007},
  timestamp    = {Thu, 03 Feb 2022 09:27:49 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/SokolovaF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/SokolovaF07,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Jos{\'{e}} Mira and
                  Jos{\'{e}} R. {\'{A}}lvarez},
  title        = {An Agent-Based Decision Support System for Ecological-Medical Situation
                  Analysis},
  booktitle    = {Nature Inspired Problem-Solving Methods in Knowledge Engineering,
                  Second International Work-Conference on the Interplay Between Natural
                  and Artificial Computation, {IWINAC} 2007, La Manga del Mar Menor,
                  Spain, June 18-21, 2007, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4528},
  pages        = {511--520},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73055-2\_53},
  doi          = {10.1007/978-3-540-73055-2\_53},
  timestamp    = {Wed, 13 Jan 2021 08:41:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwinac/SokolovaF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/SokolovaF07a,
  author       = {Marina V. Sokolova and
                  Antonio Fern{\'{a}}ndez{-}Caballero},
  editor       = {Jos{\'{e}} Mira and
                  Jos{\'{e}} R. {\'{A}}lvarez},
  title        = {A Meta-ontological Framework for Multi-agent Systems Design},
  booktitle    = {Nature Inspired Problem-Solving Methods in Knowledge Engineering,
                  Second International Work-Conference on the Interplay Between Natural
                  and Artificial Computation, {IWINAC} 2007, La Manga del Mar Menor,
                  Spain, June 18-21, 2007, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4528},
  pages        = {521--530},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73055-2\_54},
  doi          = {10.1007/978-3-540-73055-2\_54},
  timestamp    = {Sat, 10 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwinac/SokolovaF07a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/ShahSS06,
  author       = {Mohak Shah and
                  Marina Sokolova and
                  Stan Szpakowicz},
  title        = {Process-Specific Information for Learning Electronic Negotiation Outcomes},
  journal      = {Fundam. Informaticae},
  volume       = {74},
  number       = {2-3},
  pages        = {351--373},
  year         = {2006},
  url          = {http://content.iospress.com/articles/fundamenta-informaticae/fi74-2-3-09},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/fuin/ShahSS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NastaseSSS06,
  author       = {Vivi Nastase and
                  Jelber Sayyad{-}Shirabad and
                  Marina Sokolova and
                  Stan Szpakowicz},
  title        = {Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based
                  Features},
  booktitle    = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
                  and the Eighteenth Innovative Applications of Artificial Intelligence
                  Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
  pages        = {781--787},
  publisher    = {{AAAI} Press},
  year         = {2006},
  url          = {http://www.aaai.org/Library/AAAI/2006/aaai06-124.php},
  timestamp    = {Tue, 05 Sep 2023 09:10:47 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/NastaseSSS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaS06,
  author       = {Marina Sokolova and
                  Stan Szpakowicz},
  editor       = {Luc Lamontagne and
                  Mario Marchand},
  title        = {Language Patterns in the Learning of Strategies from Negotiation Texts},
  booktitle    = {Advances in Artificial Intelligence, 19th Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2006,
                  Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada, June 7-9, 2006,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4013},
  pages        = {288--299},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11766247\_25},
  doi          = {10.1007/11766247\_25},
  timestamp    = {Thu, 28 Sep 2023 12:27:07 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/SokolovaJS06,
  author       = {Marina Sokolova and
                  Nathalie Japkowicz and
                  Stan Szpakowicz},
  editor       = {Abdul Sattar and
                  Byeong{-}Ho Kang},
  title        = {Beyond Accuracy, F-Score and {ROC:} {A} Family of Discriminant Measures
                  for Performance Evaluation},
  booktitle    = {{AI} 2006: Advances in Artificial Intelligence, 19th Australian Joint
                  Conference on Artificial Intelligence, Hobart, Australia, December
                  4-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4304},
  pages        = {1015--1021},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11941439\_114},
  doi          = {10.1007/11941439\_114},
  timestamp    = {Mon, 04 Nov 2019 12:36:13 +0100},
  biburl       = {https://dblp.org/rec/conf/ausai/SokolovaJS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MarchandS05,
  author       = {Mario Marchand and
                  Marina Sokolova},
  title        = {Learning with Decision Lists of Data-Dependent Features},
  journal      = {J. Mach. Learn. Res.},
  volume       = {6},
  pages        = {427--451},
  year         = {2005},
  url          = {http://jmlr.org/papers/v6/marchand05a.html},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/MarchandS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npsc/WestVS05,
  author       = {I. H. West and
                  Aghalaya S. Vatsala and
                  Marina Sokol},
  title        = {Generalized Monotone Iterative Methods for Second Order Boundary Value
                  Problems},
  journal      = {Neural Parallel Sci. Comput.},
  volume       = {13},
  number       = {2},
  pages        = {213--228},
  year         = {2005},
  url          = {http://dl.acm.org/citation.cfm?id=1125379},
  timestamp    = {Thu, 27 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npsc/WestVS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaS05,
  author       = {Marina Sokolova and
                  Stan Szpakowicz},
  editor       = {Bal{\'{a}}zs K{\'{e}}gl and
                  Guy Lapalme},
  title        = {Analysis and Classification of Strategies in Electronic Negotiations},
  booktitle    = {Advances in Artificial Intelligence, 18th Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2005,
                  Victoria, Canada, May 9-11, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3501},
  pages        = {145--157},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11424918\_16},
  doi          = {10.1007/11424918\_16},
  timestamp    = {Thu, 28 Sep 2023 12:27:06 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SokolovPLB04,
  author       = {Alexander N. Sokolov and
                  Marina Pavlova and
                  Werner Lutzenberger and
                  Niels Birbaumer},
  title        = {Reciprocal modulation of neuromagnetic induced gamma activity by attention
                  in the human visual and auditory cortex},
  journal      = {NeuroImage},
  volume       = {22},
  number       = {2},
  pages        = {521--529},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.neuroimage.2004.01.045},
  doi          = {10.1016/J.NEUROIMAGE.2004.01.045},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/neuroimage/SokolovPLB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SokolovaSN04,
  author       = {Marina Sokolova and
                  Stan Szpakowicz and
                  Vivi Nastase},
  editor       = {Ahmed Y. Tawfik and
                  Scott D. Goodwin},
  title        = {Using Language to Determine Success in Negotiations: {A} Preliminary
                  Study},
  booktitle    = {Advances in Artificial Intelligence, 17th Conference of the Canadian
                  Society for Computational Studies of Intelligence, Canadian {AI} 2004,
                  London, Ontario, Canada, May 17-19, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3060},
  pages        = {449--453},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-24840-8\_36},
  doi          = {10.1007/978-3-540-24840-8\_36},
  timestamp    = {Thu, 28 Sep 2023 12:27:24 +0200},
  biburl       = {https://dblp.org/rec/conf/ai/SokolovaSN04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/egov/DoroshevichS03,
  author       = {Mikhail Doroshevich and
                  Marina Sokolova},
  editor       = {Roland Traunm{\"{u}}ller},
  title        = {{ICT} in Belarus},
  booktitle    = {Electronic Government, Second International Conference, {EGOV} 2003,
                  Prague, Czech Republic, September 1-5, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2739},
  pages        = {484--487},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/10929179\_90},
  doi          = {10.1007/10929179\_90},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/egov/DoroshevichS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarchandSSS03,
  author       = {Mario Marchand and
                  Mohak Shah and
                  John Shawe{-}Taylor and
                  Marina Sokolova},
  editor       = {Tom Fawcett and
                  Nina Mishra},
  title        = {The Set Covering Machine with Data-Dependent Half-Spaces},
  booktitle    = {Machine Learning, Proceedings of the Twentieth International Conference
                  {(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
  pages        = {520--527},
  publisher    = {{AAAI} Press},
  year         = {2003},
  url          = {http://www.aaai.org/Library/ICML/2003/icml03-069.php},
  timestamp    = {Thu, 13 Dec 2012 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/MarchandSSS03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SokolovaMJS02,
  author       = {Marina Sokolova and
                  Mario Marchand and
                  Nathalie Japkowicz and
                  John Shawe{-}Taylor},
  editor       = {Suzanna Becker and
                  Sebastian Thrun and
                  Klaus Obermayer},
  title        = {The Decision List Machine},
  booktitle    = {Advances in Neural Information Processing Systems 15 [Neural Information
                  Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
                  Columbia, Canada]},
  pages        = {921--928},
  publisher    = {{MIT} Press},
  year         = {2002},
  url          = {https://proceedings.neurips.cc/paper/2002/hash/b0b79da57b95837f14be95aaa4d54cf8-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SokolovaMJS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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