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ORCIDBibTeX records: Hichem Frigui
@inproceedings{DBLP:conf/cvpr/KhmaissiaF23,
author = {Fadoua Khmaissia and
Hichem Frigui},
title = {Improving Automatic Target Recognition in Low Data Regime using Semi-Supervised
Learning and Generative Data Augmentation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {4931--4939},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00521},
doi = {10.1109/CVPRW59228.2023.00521},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KhmaissiaF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/BailiF23,
author = {Nada Baili and
Hichem Frigui},
title = {{ADA-VIT:} Attention-Guided Data Augmentation for Vision Transformers},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2023,
Kuala Lumpur, Malaysia, October 8-11, 2023},
pages = {385--389},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICIP49359.2023.10222908},
doi = {10.1109/ICIP49359.2023.10222908},
timestamp = {Tue, 21 Nov 2023 12:38:06 +0100},
biburl = {https://dblp.org/rec/conf/icip/BailiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/Shahrjooihaghighi22,
author = {Aliasghar Shahrjooihaghighi and
Hichem Frigui},
title = {Local feature selection for multiple instance learning},
journal = {J. Intell. Inf. Syst.},
volume = {59},
number = {1},
pages = {45--69},
year = {2022},
url = {https://doi.org/10.1007/s10844-021-00680-7},
doi = {10.1007/S10844-021-00680-7},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/Shahrjooihaghighi22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SaftaF22,
author = {Wiem Safta and
Hichem Frigui},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Lung Nodules Identification in {CT} Scans Using Multiple Instance
Learning},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {543--548},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00089},
doi = {10.1109/ICMLA55696.2022.00089},
timestamp = {Wed, 29 Mar 2023 19:23:50 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SaftaF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08174,
author = {Fadoua Khmaissia and
Hichem Frigui},
title = {Confidence-Guided Data Augmentation for Deep Semi-Supervised Training},
journal = {CoRR},
volume = {abs/2209.08174},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08174},
doi = {10.48550/ARXIV.2209.08174},
eprinttype = {arXiv},
eprint = {2209.08174},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BalagurunathanB21,
author = {Yoganand Balagurunathan and
Andrew Beers and
Michael F. McNitt{-}Gray and
Lubomir M. Hadjiiski and
Sandy Napel and
Dmitry B. Goldgof and
Gustavo P{\'{e}}rez and
Pablo Arbel{\'{a}}ez and
Alireza Mehrtash and
Tina Kapur and
Ehwa Yang and
Jung Won Moon and
Gabriel Bernardino Perez and
Ricard Delgado{-}Gonzalo and
Mohammad Mehdi Farhangi and
Amir A. Amini and
Renkun Ni and
Xue Feng and
Aditya Bagari and
Kiran Vaidhya and
Benjamin Veasey and
Wiem Safta and
Hichem Frigui and
Joseph Enguehard and
Ali Gholipour and
Laura Silvana Castillo and
Laura Alexandra Daza and
Paul F. Pinsky and
Jayashree Kalpathy{-}Cramer and
Keyvan Farahani},
title = {Lung Nodule Malignancy Prediction in Sequential {CT} Scans: Summary
of {ISBI} 2018 Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {12},
pages = {3748--3761},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3097665},
doi = {10.1109/TMI.2021.3097665},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BalagurunathanB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MoallaFKB20,
author = {Mahdi Moalla and
Hichem Frigui and
Andrew Karem and
Abdelhamid Bouzid},
title = {Application of Convolutional and Recurrent Neural Networks for Buried
Threat Detection Using Ground Penetrating Radar Data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {58},
number = {10},
pages = {7022--7034},
year = {2020},
url = {https://doi.org/10.1109/TGRS.2020.2978763},
doi = {10.1109/TGRS.2020.2978763},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/MoallaFKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/VeaseyFFBDPSA20,
author = {Benjamin Veasey and
Mohammad Mehdi Farhangi and
Hichem Frigui and
Justin Broadhead and
Michael Dahle and
Aria Pezeshk and
Albert Seow and
Amir A. Amini},
title = {Lung Nodule Malignancy Classification Based {ON} NLSTx Data},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {1870--1874},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098486},
doi = {10.1109/ISBI45749.2020.9098486},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/VeaseyFFBDPSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/FunkeVZFA20,
author = {William Funke and
Benjamin Veasey and
Jacek M. Zurada and
Hichem Frigui and
Amir A. Amini},
editor = {Horst K. Hahn and
Maciej A. Mazurowski},
title = {3D U-Net for segmentation of pulmonary nodules in volumetric {CT}
scans from multi-annotator truth estimation},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA,
February 16-19, 2020},
series = {{SPIE} Proceedings},
volume = {11314},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2548496},
doi = {10.1117/12.2548496},
timestamp = {Tue, 05 Mar 2024 15:24:16 +0100},
biburl = {https://dblp.org/rec/conf/micad/FunkeVZFA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/TrabelsiF19,
author = {Mohamed Trabelsi and
Hichem Frigui},
title = {Robust fuzzy clustering for multiple instance regression},
journal = {Pattern Recognit.},
volume = {90},
pages = {424--435},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2019.01.030},
doi = {10.1016/J.PATCOG.2019.01.030},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/TrabelsiF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MalofRKFHWLCC19,
author = {Jordan M. Malof and
Dani{\"{e}}l Reichman and
Andrew Karem and
Hichem Frigui and
K. C. Ho and
Joseph N. Wilson and
Wen{-}Hsiung Lee and
William Cummings and
Leslie M. Collins},
title = {A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination
Algorithms for Buried Threat Detection in Ground Penetrating Radar},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {9},
pages = {6929--6945},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2909665},
doi = {10.1109/TGRS.2019.2909665},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/MalofRKFHWLCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SaftaFVAF19,
author = {Wiem Safta and
Mohammad Mehdi Farhangi and
Benjamin Veasey and
Amir A. Amini and
Hichem Frigui},
title = {Multiple Instance Learning for Malignant vs. Benign Classification
of Lung Nodules in Thoracic Screening Ct Data},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1220--1224},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759289},
doi = {10.1109/ISBI.2019.8759289},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SaftaFVAF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Shahrjooihaghighi19,
author = {Aliasghar Shahrjooihaghighi and
Hichem Frigui and
Xiang Zhang and
Xiaoli Wei and
Biyun Shi and
Craig J. McClain},
editor = {Chih{-}Cheng Hung and
George A. Papadopoulos},
title = {Ensemble feature selection for biomarker discovery in mass spectrometry-based
metabolomics},
booktitle = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
pages = {19--24},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297280.3297283},
doi = {10.1145/3297280.3297283},
timestamp = {Sun, 02 Jun 2019 21:18:38 +0200},
biburl = {https://dblp.org/rec/conf/sac/Shahrjooihaghighi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/TrabelsiSWF0MS19,
author = {Ameni Trabelsi and
Biyun Shi and
Xiaoli Wei and
Hichem Frigui and
Xiang Zhang and
Craig McClain and
Aliasghar Shahrjooihaghighi},
editor = {Chih{-}Cheng Hung and
George A. Papadopoulos},
title = {Molecule specific normalization for protein and metabolite biomarker
discovery},
booktitle = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
pages = {25--31},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297280.3297284},
doi = {10.1145/3297280.3297284},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/TrabelsiSWF0MS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbmi/PanickerFC18,
author = {M. S. Anju Panicker and
Hichem Frigui and
Aaron W. Calhoun},
title = {Cardio-Pulmonary Resuscitation {(CPR)} Scene Retrieval from Medical
Simulation Videos Using Local Binary Patterns Over Three Orthogonal
Planes},
booktitle = {2018 International Conference on Content-Based Multimedia Indexing,
{CBMI} 2018, La Rochelle, France, September 4-6, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CBMI.2018.8516485},
doi = {10.1109/CBMI.2018.8516485},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/cbmi/PanickerFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/TrabelsiF18,
author = {Mohamed Trabelsi and
Hichem Frigui},
title = {Fuzzy and Possibilistic Clustering for Multiple Instance Linear Regression},
booktitle = {2018 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2018, Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/FUZZ-IEEE.2018.8491540},
doi = {10.1109/FUZZ-IEEE.2018.8491540},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/TrabelsiF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspit/SaftaF18,
author = {Wiem Safta and
Hichem Frigui},
title = {Multiple Instance Learning for Benign vs. Malignant Classification
of Lung Nodules in {CT} Scans},
booktitle = {2018 {IEEE} International Symposium on Signal Processing and Information
Technology (ISSPIT), Louisville, KY, USA, December 6-8, 2018},
pages = {490--494},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISSPIT.2018.8642791},
doi = {10.1109/ISSPIT.2018.8642791},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/isspit/SaftaF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03729,
author = {Jordan M. Malof and
Dani{\"{e}}l Reichman and
Andrew Karem and
Hichem Frigui and
Dominic K. C. Ho and
Joseph N. Wilson and
Wen{-}Hsiung Lee and
William Cummings and
Leslie M. Collins},
title = {A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination
Algorithms for Buried Threat Detection in Ground Penetrating Radar},
journal = {CoRR},
volume = {abs/1803.03729},
year = {2018},
url = {http://arxiv.org/abs/1803.03729},
eprinttype = {arXiv},
eprint = {1803.03729},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/FarhangiFSA17,
author = {Mohammad Mehdi Farhangi and
Hichem Frigui and
Albert Seow and
Amir A. Amini},
title = {3-D Active Contour Segmentation Based on Sparse Linear Combination
of Training Shapes (SCoTS)},
journal = {{IEEE} Trans. Medical Imaging},
volume = {36},
number = {11},
pages = {2239--2249},
year = {2017},
url = {https://doi.org/10.1109/TMI.2017.2720119},
doi = {10.1109/TMI.2017.2720119},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/FarhangiFSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TafazzoliFN17,
author = {Faezeh Tafazzoli and
Hichem Frigui and
Keishin Nishiyama},
title = {A Large and Diverse Dataset for Improved Vehicle Make and Model Recognition},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {874--881},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.121},
doi = {10.1109/CVPRW.2017.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TafazzoliFN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspit/Shahrjooihaghighi17,
author = {Aliasghar Shahrjooihaghighi and
Hichem Frigui and
Xiang Zhang and
Xiaoli Wei and
Biyun Shi and
Ameni Trabelsi},
title = {An ensemble feature selection method for biomarker discovery},
booktitle = {2017 {IEEE} International Symposium on Signal Processing and Information
Technology, {ISSPIT} 2017, Bilbao, Spain, December 18-20, 2017},
pages = {416--421},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ISSPIT.2017.8388679},
doi = {10.1109/ISSPIT.2017.8388679},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isspit/Shahrjooihaghighi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/BchirFI16,
author = {Ouiem Bchir and
Hichem Frigui and
Mohamed Maher Ben Ismail},
title = {Fuzzy clustering with learnable cluster-dependent kernels},
journal = {Pattern Anal. Appl.},
volume = {19},
number = {4},
pages = {919--937},
year = {2016},
url = {https://doi.org/10.1007/s10044-015-0461-7},
doi = {10.1007/S10044-015-0461-7},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/BchirFI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/FarhangiFBA16,
author = {Mohammad Mehdi Farhangi and
Hichem Frigui and
Robert Bert and
Amir A. Amini},
title = {Incorporating shape prior into active contours with a sparse linear
combination of training shapes: Application to corpus callosum segmentation},
booktitle = {38th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2016, Orlando, FL, USA, August
16-20, 2016},
pages = {6449--6452},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EMBC.2016.7592205},
doi = {10.1109/EMBC.2016.7592205},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/FarhangiFBA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KhalifaF16,
author = {Amine Ben Khalifa and
Hichem Frigui},
title = {{MCMI-ANFIS:} {A} robust multi class multiple instance Adaptive Neuro-Fuzzy
Inference System},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {1991--1998},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737936},
doi = {10.1109/FUZZ-IEEE.2016.7737936},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/KhalifaF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KaremF16,
author = {Andrew Karem and
Hichem Frigui},
title = {Multiple Instance Learning with multiple positive and negative target
concepts},
booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016,
Canc{\'{u}}n, Mexico, December 4-8, 2016},
pages = {474--479},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICPR.2016.7899679},
doi = {10.1109/ICPR.2016.7899679},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KaremF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isivc/TafazzoliF16,
author = {Faezeh Tafazzoli and
Hichem Frigui},
title = {Vehicle make and model recognition using local features and logo detection},
booktitle = {International Symposium on Signal, Image, Video and Communications,
{ISIVC} 2016, Tunis, Tunisia, November 21-23, 2016},
pages = {353--358},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIVC.2016.7894014},
doi = {10.1109/ISIVC.2016.7894014},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/isivc/TafazzoliF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KhalifaF16,
author = {Amine Ben Khalifa and
Hichem Frigui},
title = {Multiple Instance Fuzzy Inference Neural Networks},
journal = {CoRR},
volume = {abs/1610.04973},
year = {2016},
url = {http://arxiv.org/abs/1610.04973},
eprinttype = {arXiv},
eprint = {1610.04973},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KhalifaF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/HamdiF15,
author = {Anis Hamdi and
Hichem Frigui},
title = {Ensemble hidden Markov models with application to landmine detection},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2015},
pages = {75},
year = {2015},
url = {https://doi.org/10.1186/s13634-015-0260-8},
doi = {10.1186/S13634-015-0260-8},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/HamdiF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijflis/KhalifaF15,
author = {Amine Ben Khalifa and
Hichem Frigui},
title = {Multiple Instance Mamdani Fuzzy Inference},
journal = {Int. J. Fuzzy Log. Intell. Syst.},
volume = {15},
number = {4},
pages = {217--231},
year = {2015},
url = {https://doi.org/10.5391/IJFIS.2015.15.4.217},
doi = {10.5391/IJFIS.2015.15.4.217},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijflis/KhalifaF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KaremF15,
author = {Andrew Karem and
Hichem Frigui},
editor = {Adnan Yazici and
Nikhil R. Pal and
Uzay Kaymak and
Trevor Martin and
Hisao Ishibuchi and
Chin{-}Teng Lin and
Jo{\~{a}}o M. C. Sousa and
B{\"{u}}lent T{\"{u}}tmez},
title = {Fuzzy clustering of multiple instance data},
booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2015, Istanbul, Turkey, August 2-5, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/FUZZ-IEEE.2015.7338084},
doi = {10.1109/FUZZ-IEEE.2015.7338084},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/KaremF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KhalifaF15,
author = {Amine Ben Khalifa and
Hichem Frigui},
editor = {Adnan Yazici and
Nikhil R. Pal and
Uzay Kaymak and
Trevor Martin and
Hisao Ishibuchi and
Chin{-}Teng Lin and
Jo{\~{a}}o M. C. Sousa and
B{\"{u}}lent T{\"{u}}tmez},
title = {{MI-ANFIS:} {A} multiple instance Adaptive Neuro-Fuzzy Inference System},
booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2015, Istanbul, Turkey, August 2-5, 2015},
pages = {1--8},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/FUZZ-IEEE.2015.7338077},
doi = {10.1109/FUZZ-IEEE.2015.7338077},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/KhalifaF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JiangFC15,
author = {Shuangshuang Jiang and
Hichem Frigui and
Aaron W. Calhoun},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Speaker Identification in Medical Simulation Data Using Fisher Vector
Representation},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {197--201},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.187},
doi = {10.1109/ICMLA.2015.187},
timestamp = {Thu, 23 Feb 2023 11:36:05 +0100},
biburl = {https://dblp.org/rec/conf/icmla/JiangFC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/KhalifaF15,
author = {Amine Ben Khalifa and
Hichem Frigui},
title = {A multiple instance neuro-fuzzy inference system for fusion of multiple
landmine detection algorithms},
booktitle = {2015 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2015, Milan, Italy, July 26-31, 2015},
pages = {4312--4315},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IGARSS.2015.7326780},
doi = {10.1109/IGARSS.2015.7326780},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/KhalifaF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/PanickerFC15,
author = {M. S. Anju Panicker and
Hichem Frigui and
Aaron W. Calhoun},
title = {Identification of cardio-pulmonary resuscitation {(CPR)} scenes in
medical simulation videos using spatio-temporal gradient orientations},
booktitle = {2015 International Conference on Image Processing Theory, Tools and
Applications, {IPTA} 2015, Orleans, France, November 10-13, 2015},
pages = {365--369},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IPTA.2015.7367167},
doi = {10.1109/IPTA.2015.7367167},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ipta/PanickerFC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijflis/JiangFC14,
author = {Shuangshuang Jiang and
Hichem Frigui and
Aaron W. Calhoun},
title = {Text-independent Speaker Identification Using Soft Bag-of-Words Feature
Representation},
journal = {Int. J. Fuzzy Log. Intell. Syst.},
volume = {14},
number = {4},
pages = {240--248},
year = {2014},
url = {https://doi.org/10.5391/IJFIS.2014.14.4.240},
doi = {10.5391/IJFIS.2014.14.4.240},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijflis/JiangFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/IsmailF14,
author = {Mohamed Maher Ben Ismail and
Hichem Frigui},
title = {Unsupervised clustering and feature weighting based on Generalized
Dirichlet mixture modeling},
journal = {Inf. Sci.},
volume = {274},
pages = {35--54},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.02.146},
doi = {10.1016/J.INS.2014.02.146},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/IsmailF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/FriguiRH14,
author = {Hichem Frigui and
S. Rawungyot and
A. Hamdi},
title = {Identification of cardio-pulmonary resuscitation {(CPR)} scenes in
video simulating medical crises},
booktitle = {2014 1st International Conference on Advanced Technologies for Signal
and Image Processing (ATSIP), Sousse, Tunisia, March 17-19, 2014},
pages = {100--105},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ATSIP.2014.6834585},
doi = {10.1109/ATSIP.2014.6834585},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atsip/FriguiRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atsip/BailiF14,
author = {Naouel Baili and
Hichem Frigui},
title = {Incremental fuzzy clustering with multiple kernels},
booktitle = {2014 1st International Conference on Advanced Technologies for Signal
and Image Processing (ATSIP), Sousse, Tunisia, March 17-19, 2014},
pages = {289--294},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ATSIP.2014.6834622},
doi = {10.1109/ATSIP.2014.6834622},
timestamp = {Thu, 26 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atsip/BailiF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/JenzriFG14,
author = {Hamdi Jenzri and
Hichem Frigui and
Paul D. Gader},
title = {Context dependent hyperspectral subpixel target detection},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {5062--5066},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7026025},
doi = {10.1109/ICIP.2014.7026025},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/JenzriFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/JenzriFG14,
author = {Hamdi Jenzri and
Hichem Frigui and
Paul D. Gader},
title = {Robust Context Dependent Spectral Unmixing},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {643--647},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.121},
doi = {10.1109/ICPR.2014.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/JenzriFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/KhalifaF14,
author = {Amine Ben Khalifa and
Hichem Frigui},
title = {Fusion of multiple landmine detection algorithms using an adaptive
neuro fuzzy inference system},
booktitle = {2014 {IEEE} Geoscience and Remote Sensing Symposium, {IGARSS} 2014,
Quebec City, QC, Canada, July 13-18, 2014},
pages = {3148--3151},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IGARSS.2014.6947145},
doi = {10.1109/IGARSS.2014.6947145},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/KhalifaF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/JenzriF14,
author = {Hamdi Jenzri and
Hichem Frigui},
title = {Robust unmixing using consensus analysis},
booktitle = {6th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2014, Lausanne, Switzerland, June 24-27,
2014},
pages = {1--4},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/WHISPERS.2014.8077614},
doi = {10.1109/WHISPERS.2014.8077614},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/JenzriF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/MissaouiFG13,
author = {Oualid Missaoui and
Hichem Frigui and
Paul D. Gader},
title = {Multi-stream continuous hidden Markov models with application to landmine
detection},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2013},
pages = {40},
year = {2013},
url = {https://doi.org/10.1186/1687-6180-2013-40},
doi = {10.1186/1687-6180-2013-40},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/MissaouiFG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/BchirFI13,
author = {Ouiem Bchir and
Hichem Frigui and
Mohamed Maher Ben Ismail},
title = {Semi-Supervised Fuzzy Clustering with Learnable Cluster dependent
Kernels},
journal = {Int. J. Artif. Intell. Tools},
volume = {22},
number = {3},
year = {2013},
url = {https://doi.org/10.1142/S0218213013500139},
doi = {10.1142/S0218213013500139},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/BchirFI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijflis/FriguiBB13,
author = {Hichem Frigui and
Ouiem Bchir and
Naouel Baili},
title = {An Overview of Unsupervised and Semi-Supervised Fuzzy Kernel Clustering},
journal = {Int. J. Fuzzy Log. Intell. Syst.},
volume = {13},
number = {4},
pages = {254--268},
year = {2013},
url = {https://doi.org/10.5391/IJFIS.2013.13.4.254},
doi = {10.5391/IJFIS.2013.13.4.254},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijflis/FriguiBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/ZareGBF13,
author = {Alina Zare and
Paul D. Gader and
Ouiem Bchir and
Hichem Frigui},
title = {Piecewise Convex Multiple-Model Endmember Detection and Spectral Unmixing},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {51},
number = {5-1},
pages = {2853--2862},
year = {2013},
url = {https://doi.org/10.1109/TGRS.2012.2219058},
doi = {10.1109/TGRS.2012.2219058},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/ZareGBF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/BchirIF13,
author = {Ouiem Bchir and
Mohamed Maher Ben Ismail and
Hichem Frigui},
title = {Mixture analysis based on spectral summarization},
booktitle = {5th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2013, Gainesville, FL, USA, June 26-28,
2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WHISPERS.2013.8080743},
doi = {10.1109/WHISPERS.2013.8080743},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/BchirIF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/JenzriFG13,
author = {Hamdi Jenzri and
Hichem Frigui and
Paul D. Gader},
title = {Graph constrained multi-model unmixing using {LIDAR} information},
booktitle = {5th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2013, Gainesville, FL, USA, June 26-28,
2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WHISPERS.2013.8080652},
doi = {10.1109/WHISPERS.2013.8080652},
timestamp = {Tue, 07 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/JenzriFG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/FriguiZGWHM12,
author = {Hichem Frigui and
Lijun Zhang and
Paul D. Gader and
Joseph N. Wilson and
K. C. Ho and
Andres Mendez{-}Vazquez},
title = {An evaluation of several fusion algorithms for anti-tank landmine
detection and discrimination},
journal = {Inf. Fusion},
volume = {13},
number = {2},
pages = {161--174},
year = {2012},
url = {https://doi.org/10.1016/j.inffus.2009.10.001},
doi = {10.1016/J.INFFUS.2009.10.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/FriguiZGWHM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AbdallahFG12,
author = {Ahmed Chamseddine Ben Abdallah and
Hichem Frigui and
Paul D. Gader},
title = {Adaptive Local Fusion With Fuzzy Integrals},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {20},
number = {5},
pages = {849--864},
year = {2012},
url = {https://doi.org/10.1109/TFUZZ.2012.2187062},
doi = {10.1109/TFUZZ.2012.2187062},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/AbdallahFG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BailiF12,
author = {Naouel Baili and
Hichem Frigui},
title = {Fuzzy clustering with multiple kernels in feature space},
booktitle = {{FUZZ-IEEE} 2012, {IEEE} International Conference on Fuzzy Systems,
Brisbane, Australia, June 10-15, 2012, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/FUZZ-IEEE.2012.6251146},
doi = {10.1109/FUZZ-IEEE.2012.6251146},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BailiF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZareBFG12,
author = {Alina Zare and
Ouiem Bchir and
Hichem Frigui and
Paul D. Gader},
title = {Hyperspectral image analysis with piece-wise convex endmember estimation
and spectral unmixing},
booktitle = {19th {IEEE} International Conference on Image Processing, {ICIP} 2012,
Lake Buena Vista, Orlando, FL, USA, September 30 - October 3, 2012},
pages = {2681--2684},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICIP.2012.6467451},
doi = {10.1109/ICIP.2012.6467451},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/ZareBFG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BaltiF12,
author = {Haythem Balti and
Hichem Frigui},
title = {Feature Mapping and Fusion for Music Genre Classification},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {306--310},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.59},
doi = {10.1109/ICMLA.2012.59},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BaltiF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JiangFC12,
author = {Shuangshuang Jiang and
Hichem Frigui and
Aaron W. Calhoun},
title = {Semantic Indexing of Video Simulations for Enhancing Medical Care
During Crises},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {520--525},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.95},
doi = {10.1109/ICMLA.2012.95},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JiangFC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/JenzriFG12,
author = {Hamdi Jenzri and
Hichem Frigui and
Paul D. Gader},
title = {Context Dependent Spectral Unmixing},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2012, Santander, Spain, September 23-26, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/MLSP.2012.6349750},
doi = {10.1109/MLSP.2012.6349750},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/JenzriFG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BoltonGFT11,
author = {Jeremy Bolton and
Paul D. Gader and
Hichem Frigui and
Peter Torrione},
title = {Random set framework for multiple instance learning},
journal = {Inf. Sci.},
volume = {181},
number = {11},
pages = {2061--2070},
year = {2011},
url = {https://doi.org/10.1016/j.ins.2010.12.020},
doi = {10.1016/J.INS.2010.12.020},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BoltonGFT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MissaouiFG11,
author = {Oualid Missaoui and
Hichem Frigui and
Paul D. Gader},
title = {Land-Mine Detection With Ground-Penetrating Radar Using Multistream
Discrete Hidden Markov Models},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {49},
number = {6-1},
pages = {2080--2099},
year = {2011},
url = {https://doi.org/10.1109/TGRS.2010.2090886},
doi = {10.1109/TGRS.2010.2090886},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/MissaouiFG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BailiF11,
author = {Naouel Baili and
Hichem Frigui},
title = {Fuzzy clustering with Multiple Kernels},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {490--496},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007412},
doi = {10.1109/FUZZY.2011.6007412},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BailiF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BchirF11,
author = {Ouiem Bchir and
Hichem Frigui},
title = {Fuzzy clustering with Learnable Cluster dependent Kernels},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {2521--2527},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007411},
doi = {10.1109/FUZZY.2011.6007411},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BchirF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BailiF11,
author = {Naouel Baili and
Hichem Frigui},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Relational Fuzzy Clustering with Multiple Kernels},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {488--495},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.145},
doi = {10.1109/ICDMW.2011.145},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BailiF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/IsmailF11,
author = {M. Maher Ben Ismail and
Hichem Frigui},
editor = {Beno{\^{\i}}t Macq and
Peter Schelkens},
title = {Image database categorization using robust unsupervised learning of
finite generalized dirichlet mixture models},
booktitle = {18th {IEEE} International Conference on Image Processing, {ICIP} 2011,
Brussels, Belgium, September 11-14, 2011},
pages = {2457--2460},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICIP.2011.6116157},
doi = {10.1109/ICIP.2011.6116157},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/IsmailF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/HamdiF11,
author = {Anis Hamdi and
Hichem Frigui},
title = {Landmine detection using an ensemble of continuous HMMs with multiple
features},
booktitle = {2011 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2011, Vancouver, BC, Canada, July 24-29, 2011},
pages = {63--66},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IGARSS.2011.6048898},
doi = {10.1109/IGARSS.2011.6048898},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/HamdiF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/KaremF11,
author = {Andrew Karem and
Hichem Frigui},
title = {A multiple instance learning approach for landmine detection using
Ground Penetrating Radar},
booktitle = {2011 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2011, Vancouver, BC, Canada, July 24-29, 2011},
pages = {878--881},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IGARSS.2011.6049271},
doi = {10.1109/IGARSS.2011.6049271},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/KaremF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/FriguiZG10,
author = {Hichem Frigui and
Lijun Zhang and
Paul D. Gader},
title = {Context-Dependent Multisensor Fusion and Its Application to Land Mine
Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {48},
number = {6},
pages = {2528--2543},
year = {2010},
url = {https://doi.org/10.1109/TGRS.2009.2039936},
doi = {10.1109/TGRS.2009.2039936},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/FriguiZG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AbdallahFG10,
author = {Ahmed Chamseddine Ben Abdallah and
Hichem Frigui and
Paul D. Gader},
title = {Local Fusion with Fuzzy Integrals},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584061},
doi = {10.1109/FUZZY.2010.5584061},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AbdallahFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/HeoGF10,
author = {Gyeongyong Heo and
Paul D. Gader and
Hichem Frigui},
title = {A noise robust variant of context extraction for local fusion},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584277},
doi = {10.1109/FUZZY.2010.5584277},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/HeoGF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AbdallahFG10,
author = {Ahmed Chamseddine Ben Abdallah and
Hichem Frigui and
Paul D. Gader},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Adaptive Local Fusion with Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2010, 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6353},
pages = {486--491},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15822-3\_59},
doi = {10.1007/978-3-642-15822-3\_59},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/AbdallahFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/IsmailF10,
author = {M. Maher Ben Ismail and
Hichem Frigui},
title = {Possibilistic Clustering Based on Robust Modeling of Finite Generalized
Dirichlet Mixture},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {573--576},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.145},
doi = {10.1109/ICPR.2010.145},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/IsmailF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MissaouiFG10,
author = {Oualid Missaoui and
Hichem Frigui and
Paul D. Gader},
title = {Model level fusion of edge histogram descriptors and gabor wavelets
for landmine detection with ground penetrating radar},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings},
pages = {3378--3381},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IGARSS.2010.5650350},
doi = {10.1109/IGARSS.2010.5650350},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/MissaouiFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/HamdiMF10,
author = {Anis Hamdi and
Oualid Missaoui and
Hichem Frigui},
title = {{AN} {SVM} classifier with HMM-based kernel for landmine detection
using ground penetrating radar},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2010, July 25-30, 2010, Honolulu, Hawaii, USA, Proceedings},
pages = {4196--4199},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IGARSS.2010.5650741},
doi = {10.1109/IGARSS.2010.5650741},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/HamdiMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/IsmailF10,
author = {M. Maher Ben Ismail and
Hichem Frigui},
editor = {Khalifa Djemal and
Mohamed A. Deriche},
title = {Image database categorization using robust modeling of finite Generalized
Dirichlet mixture},
booktitle = {2nd International Conference on Image Processing Theory Tools and
Applications, {IPTA} 2010, 7-10 July, 2010, Paris, France},
pages = {334--339},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IPTA.2010.5586778},
doi = {10.1109/IPTA.2010.5586778},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ipta/IsmailF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/BchirFZG10,
author = {Ouiem Bchir and
Hichem Frigui and
Alina Zare and
Paul D. Gader},
editor = {J{\'{o}}n Atli Benediktsson and
Jocelyn Chanussot and
Bj{\"{o}}rn Waske},
title = {Multiple model endmember detection based on spectral and spatial information},
booktitle = {2nd Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2010, Reykjavik, Iceland, 14-16, June,
2010},
pages = {1--4},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/WHISPERS.2010.5594866},
doi = {10.1109/WHISPERS.2010.5594866},
timestamp = {Mon, 28 Jun 2021 15:15:01 +0200},
biburl = {https://dblp.org/rec/conf/whispers/BchirFZG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/ZareBFG10,
author = {Alina Zare and
Ouiem Bchir and
Hichem Frigui and
Paul D. Gader},
editor = {J{\'{o}}n Atli Benediktsson and
Jocelyn Chanussot and
Bj{\"{o}}rn Waske},
title = {A comparison of deterministic and probabilistic approaches to endmember
representation},
booktitle = {2nd Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2010, Reykjavik, Iceland, 14-16, June,
2010},
pages = {1--4},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/WHISPERS.2010.5594884},
doi = {10.1109/WHISPERS.2010.5594884},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/ZareBFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/ZareBFG10a,
author = {Alina Zare and
Ouiem Bchir and
Hichem Frigui and
Paul D. Gader},
editor = {J{\'{o}}n Atli Benediktsson and
Jocelyn Chanussot and
Bj{\"{o}}rn Waske},
title = {Spatially-smooth piece-wise convex endmember detection},
booktitle = {2nd Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2010, Reykjavik, Iceland, 14-16, June,
2010},
pages = {1--4},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/WHISPERS.2010.5594897},
doi = {10.1109/WHISPERS.2010.5594897},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/whispers/ZareBFG10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/HeoGF09,
author = {Gyeongyong Heo and
Paul D. Gader and
Hichem Frigui},
title = {{RKF-PCA:} Robust kernel fuzzy {PCA}},
journal = {Neural Networks},
volume = {22},
number = {5-6},
pages = {642--650},
year = {2009},
url = {https://doi.org/10.1016/j.neunet.2009.06.013},
doi = {10.1016/J.NEUNET.2009.06.013},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/HeoGF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/FriguiG09,
author = {Hichem Frigui and
Paul D. Gader},
title = {Detection and Discrimination of Land Mines in Ground-Penetrating Radar
Based on Edge Histogram Descriptors and a Possibilistic K-Nearest
Neighbor Classifier},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {17},
number = {1},
pages = {185--199},
year = {2009},
url = {https://doi.org/10.1109/TFUZZ.2008.2005249},
doi = {10.1109/TFUZZ.2008.2005249},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/FriguiG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AbdallahFG09,
author = {Ahmed Chamseddine Ben Abdallah and
Hichem Frigui and
Paul D. Gader},
title = {Context extraction for local fusion using fuzzy clustering and feature
discrimination},
booktitle = {{FUZZ-IEEE} 2009, {IEEE} International Conference on Fuzzy Systems,
Jeju Island, Korea, 20-24 August 2009, Proceedings},
pages = {490--495},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/FUZZY.2009.5277153},
doi = {10.1109/FUZZY.2009.5277153},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AbdallahFG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FadeevMF09,
author = {Aleksey Fadeev and
Oualid Missaoui and
Hichem Frigui},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Dominant Audio Descriptors for Audio Classification and Retrieval},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {75--78},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.120},
doi = {10.1109/ICMLA.2009.120},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FadeevMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MissaouiFG09,
author = {Oualid Missaoui and
Hichem Frigui and
Paul D. Gader},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Discriminative Multi-stream Discrete Hidden Markov Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {178--183},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.121},
doi = {10.1109/ICMLA.2009.121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/MissaouiFG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhangFG09,
author = {Lijun Zhang and
Hichem Frigui and
Paul D. Gader},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Context-Dependent Fusion of Multiple Algorithms with Minimum Classification
Error Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {190--195},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.119},
doi = {10.1109/ICMLA.2009.119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ZhangFG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FadeevMF09a,
author = {Aleksey Fadeev and
Oualid Missaoui and
Hichem Frigui},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Ensemble Possibilistic {K-NN} for Functional Clustering of Gene Expression
Profiles in Human Cancers Challenge},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {439--442},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.123},
doi = {10.1109/ICMLA.2009.123},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FadeevMF09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HeoGF09,
author = {Gyeongyong Heo and
Paul D. Gader and
Hichem Frigui},
title = {Robust kernel {PCA} using fuzzy membership},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {1213--1220},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178888},
doi = {10.1109/IJCNN.2009.5178888},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HeoGF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/IsmailF09,
author = {M. Maher Ben Ismail and
Hichem Frigui},
title = {Image annotation based on constrained clustering and semi-naive bayesian
model},
booktitle = {Proceedings of the 14th {IEEE} Symposium on Computers and Communications
{(ISCC} 2009), July 5-8, Sousse, Tunisia},
pages = {431--436},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISCC.2009.5202230},
doi = {10.1109/ISCC.2009.5202230},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/IsmailF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/0009FGB09,
author = {Lijun Zhang and
Hichem Frigui and
Paul D. Gader and
Jeremy Bolton},
title = {Context-Dependent Fusion for mine detection using Airborne Hyperspectral
Imagery},
booktitle = {First Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2009, Grenoble, France, August 26-28,
2009},
pages = {1--4},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/WHISPERS.2009.5288973},
doi = {10.1109/WHISPERS.2009.5288973},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/0009FGB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/KimFF08,
author = {Dae{-}Jin Kim and
Hichem Frigui and
Aleksey Fadeev},
title = {A generic approach to semantic video indexing using adaptive fusion
of multimodal classifiers},
journal = {Int. J. Imaging Syst. Technol.},
volume = {18},
number = {2-3},
pages = {124--136},
year = {2008},
url = {https://doi.org/10.1002/ima.20147},
doi = {10.1002/IMA.20147},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/KimFF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/FriguiH08,
author = {Hichem Frigui and
Cheul Hwang},
title = {Fuzzy Clustering and Aggregation of Relational Data With Instance-Level
Constraints},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {16},
number = {6},
pages = {1565--1581},
year = {2008},
url = {https://doi.org/10.1109/TFUZZ.2008.2005692},
doi = {10.1109/TFUZZ.2008.2005692},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/FriguiH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiCA08,
author = {Hichem Frigui and
Joshua Caudill and
Ahmed Chamseddine Ben Abdallah},
title = {Fusion of multi-modal features for efficient content-based image retrieval},
booktitle = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
Hong Kong, China, 1-6 June, 2008, Proceedings},
pages = {1992--1998},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/FUZZY.2008.4630643},
doi = {10.1109/FUZZY.2008.4630643},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiCA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiM08,
author = {Hichem Frigui and
Jason Meredith},
title = {Image database categorization under spatial constraints using adaptive
constrained clustering},
booktitle = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
Hong Kong, China, 1-6 June, 2008, Proceedings},
pages = {2268--2276},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/FUZZY.2008.4630685},
doi = {10.1109/FUZZY.2008.4630685},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/FadeevF08,
author = {Aleksey Fadeev and
Hichem Frigui},
title = {Dominant Texture Descriptors for image classification and retrieval},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2008, October 12-15, 2008, San Diego, California, {USA}},
pages = {989--992},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICIP.2008.4711923},
doi = {10.1109/ICIP.2008.4711923},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/FadeevF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/FriguiMM08,
author = {Hichem Frigui and
Rami Mahdi and
Jason Meredith},
title = {Combining feedbackand image database categorization in {CBIR}},
booktitle = {Proceedings of the 2008 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2008, June 23-26 2008, Hannover, Germany},
pages = {1277--1280},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICME.2008.4607675},
doi = {10.1109/ICME.2008.4607675},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/FriguiMM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MissaouiF08,
author = {Oualid Missaoui and
Hichem Frigui},
title = {Optimal feature weighting for the discrete {HMM}},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761060},
doi = {10.1109/ICPR.2008.4761060},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MissaouiF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MissaouiF08a,
author = {Oualid Missaoui and
Hichem Frigui},
title = {Optimal feature weighting for the continuous {HMM}},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761076},
doi = {10.1109/ICPR.2008.4761076},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MissaouiF08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/FriguiZG08,
author = {Hichem Frigui and
Lijun Zhang and
Paul D. Gader},
title = {Context-Dependent Multi-Sensor Fusion for Landmine Detection},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings},
pages = {371--374},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IGARSS.2008.4779005},
doi = {10.1109/IGARSS.2008.4779005},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/igarss/FriguiZG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/FriguiH08,
author = {Hichem Frigui and
Cheul Hwang},
title = {Semi-supervised Clustering and Aggregation of Relational Data},
booktitle = {Proceedings of the 13th {IEEE} Symposium on Computers and Communications
{(ISCC} 2008), July 6-9, Marrakech, Morocco},
pages = {590--595},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ISCC.2008.4625755},
doi = {10.1109/ISCC.2008.4625755},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/FriguiH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Frigui08,
author = {Hichem Frigui},
editor = {Lakhmi C. Jain and
Mika Sato{-}Ilic and
Maria Virvou and
George A. Tsihrintzis and
Valentina Emilia Balas and
Canicious Abeynayake},
title = {MembershipMap: {A} Data Transformation for Knowledge Discovery Based
on Granulation and Fuzzy Membership Aggregation},
booktitle = {Computational Intelligence Paradigms, Innovative Applications},
series = {Studies in Computational Intelligence},
volume = {137},
pages = {51--76},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-79474-5\_3},
doi = {10.1007/978-3-540-79474-5\_3},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/Frigui08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FriguiHR07,
author = {Hichem Frigui and
Cheul Hwang and
Frank Chung{-}Hoon Rhee},
title = {Clustering and aggregation of relational data with applications to
image database categorization},
journal = {Pattern Recognit.},
volume = {40},
number = {11},
pages = {3053--3068},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2007.02.019},
doi = {10.1016/J.PATCOG.2007.02.019},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/FriguiHR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/WilsonGLFH07,
author = {Joseph N. Wilson and
Paul D. Gader and
Wen{-}Hsiung Lee and
Hichem Frigui and
K. C. Ho},
title = {A Large-Scale Systematic Evaluation of Algorithms Using Ground-Penetrating
Radar for Landmine Detection and Discrimination},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {45},
number = {8},
pages = {2560--2572},
year = {2007},
url = {https://doi.org/10.1109/TGRS.2007.900993},
doi = {10.1109/TGRS.2007.900993},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/WilsonGLFH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FadeevFKE07,
author = {Aleksey Fadeev and
Hichem Frigui and
Dae{-}Jin Kim and
Adel Elmaghraby},
title = {Transformation of Relational Features for Use with Conventional Classifiers},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295671},
doi = {10.1109/FUZZY.2007.4295671},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FadeevFKE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiM07,
author = {Hichem Frigui and
Rami Mahdi},
title = {Semi-Supervised Clustering and Feature Discrimination with Instance-Level
Constraints},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295625},
doi = {10.1109/FUZZY.2007.4295625},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FriguiH07,
author = {Hichem Frigui and
Cheul Hwang},
title = {Adaptive Concept Learning through Clustering and Aggregation of Relational
Data},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {90--101},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.9},
doi = {10.1137/1.9781611972771.9},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FriguiH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FriguiC07,
author = {Hichem Frigui and
Joshua Caudill},
title = {Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {479--484},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.48},
doi = {10.1137/1.9781611972771.48},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FriguiC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/Frigui06,
author = {Hichem Frigui},
title = {MembershipMap: Data Transformation Based on Granulation and Fuzzy
Membership Aggregation},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {14},
number = {6},
pages = {885--896},
year = {2006},
url = {https://doi.org/10.1109/TFUZZ.2006.879981},
doi = {10.1109/TFUZZ.2006.879981},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/Frigui06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiC06,
author = {Hichem Frigui and
Joshua Caudill},
title = {Unsupervised Image Segmentation and Annotation for Content-Based Image
Retrieval},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2006,
Vancouver, BC, Canada, July 16-21, 2006},
pages = {72--77},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/FUZZY.2006.1681697},
doi = {10.1109/FUZZY.2006.1681697},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiG06,
author = {Hichem Frigui and
Paul D. Gader},
title = {Detection and Discrimination of Land Mines based on Edge Histogram
Descriptors and Fuzzy K-Nearest Neighbors},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2006,
Vancouver, BC, Canada, July 16-21, 2006},
pages = {1494--1499},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/FUZZY.2006.1681906},
doi = {10.1109/FUZZY.2006.1681906},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/FriguiC06,
author = {Hichem Frigui and
Joshua Caudill},
title = {Region Based Image Annotation},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2006, October 8-11, Atlanta, Georgia, {USA}},
pages = {953--956},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIP.2006.312633},
doi = {10.1109/ICIP.2006.312633},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/FriguiC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/FriguiC06,
author = {Hichem Frigui and
Joshua Caudill},
title = {Building a Multi-Modal Thesaurus from Annotated Images},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {198--201},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.344},
doi = {10.1109/ICPR.2006.344},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/FriguiC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imsa/FriguiH06,
author = {Hichem Frigui and
Cheul Hwang},
editor = {Jenq{-}Neng Hwang},
title = {Clustering and aggregation of relational data with applications to
image database categorization},
booktitle = {Proceedings of the Tenth {IASTED} International Conference on Internet
and Multimedia Systems and Applications {(IMSA} 2006), Honolulu, Hawaii,
USA, August 14-16, 2006},
pages = {199--204},
publisher = {{IASTED/ACTA} Press},
year = {2006},
timestamp = {Tue, 27 Oct 2015 19:30:05 +0100},
biburl = {https://dblp.org/rec/conf/imsa/FriguiH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/ZhengEF06,
author = {Yufeng Zheng and
Adel Said Elmaghraby and
Hichem Frigui},
editor = {Joseph M. Reinhardt and
Josien P. W. Pluim},
title = {Three-band {MRI} image fusion utilizing the wavelet-based method optimized
with two quantitative fusion metrics},
booktitle = {Medical Imaging 2006: Image Processing, {MEDICAL} IMAGING, San Diego,
California, United States, 11-16 February 2006},
series = {{SPIE} Proceedings},
volume = {6144},
pages = {61440R},
publisher = {{SPIE}},
year = {2006},
url = {https://doi.org/10.1117/12.651689},
doi = {10.1117/12.651689},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/ZhengEF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/HouissaBF06,
author = {Hichem Houissa and
Nozha Boujemaa and
Hichem Frigui},
editor = {Yueting Zhuang and
Shiqiang Yang and
Yong Rui and
Qinming He},
title = {Adaptive Visual Regions Categorization with Sets of Points of Interest},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2006, 7th Pacific
Rim Conference on Multimedia, Hangzhou, China, November 2-4, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4261},
pages = {485--493},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11922162\_56},
doi = {10.1007/11922162\_56},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/pcm/HouissaBF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/FriguiHG05,
author = {Hichem Frigui and
K. C. Ho and
Paul D. Gader},
title = {Real-Time Landmine Detection with Ground-Penetrating Radar Using Discriminative
and Adaptive Hidden Markov Models},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2005},
number = {12},
pages = {1867--1885},
year = {2005},
url = {https://doi.org/10.1155/ASP.2005.1867},
doi = {10.1155/ASP.2005.1867},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/FriguiHG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/Frigui05,
author = {Hichem Frigui},
title = {Unsupervised learning of arbitrarily shaped clusters using ensembles
of Gaussian models},
journal = {Pattern Anal. Appl.},
volume = {8},
number = {1-2},
pages = {32--49},
year = {2005},
url = {https://doi.org/10.1007/s10044-005-0240-y},
doi = {10.1007/S10044-005-0240-Y},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/Frigui05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Frigui05,
author = {Hichem Frigui},
title = {Unsupervised Identification of Points of Interest for Semi-Supervised
Learning},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2005,
Reno, Nevada, USA, May 22-25, 2005},
pages = {91--96},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/FUZZY.2005.1452374},
doi = {10.1109/FUZZY.2005.1452374},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Frigui05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FriguiN04,
author = {Hichem Frigui and
Olfa Nasraoui},
title = {Unsupervised learning of prototypes and attribute weights},
journal = {Pattern Recognit.},
volume = {37},
number = {3},
pages = {567--581},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2003.08.002},
doi = {10.1016/J.PATCOG.2003.08.002},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/FriguiN04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Frigui04,
author = {Hichem Frigui},
title = {Membershipmap: a data transformation approach for knowledge discovery
in databases},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {1147--1152},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375573},
doi = {10.1109/FUZZY.2004.1375573},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Frigui04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiGS04,
author = {Hichem Frigui and
Paul D. Gader and
Kotturu Satyanarayana},
title = {Landmine detection with ground penetrating radar using fuzzy k-nearest
neighbors},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {1745--1749},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375447},
doi = {10.1109/FUZZY.2004.1375447},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiGS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Frigui04,
author = {Hichem Frigui},
title = {MembershipMap: Data Transformation Based on Membership Aggregation},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {463--466},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334261},
doi = {10.1109/ICPR.2004.1334261},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/Frigui04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/Frigui04a,
author = {Hichem Frigui},
title = {Projection and Visualization based on Synchronization of Coupled Oscillators},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {561--564},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1333834},
doi = {10.1109/ICPR.2004.1333834},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/Frigui04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ike/Frigui04,
author = {Hichem Frigui},
editor = {Hamid R. Arabnia},
title = {Visualizing and Browsing Large Image Databases},
booktitle = {Proceedings of the International Conference on Information and Knowledge
Engineering. IKE'04, June 21-24, 2004, Las Vegas, Nevada, {USA}},
pages = {68--74},
publisher = {{CSREA} Press},
year = {2004},
timestamp = {Mon, 22 Nov 2004 13:20:31 +0100},
biburl = {https://dblp.org/rec/conf/ike/Frigui04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiSG03,
author = {Hichem Frigui and
Kotturu Satyanarayana and
Paul D. Gader},
title = {Detection of land mines using fuzzy and possibilistic membership functions},
booktitle = {The 12th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2003, St. Louis, Missouri, USA, 25-28 May 2003},
pages = {834--839},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/FUZZ.2003.1206538},
doi = {10.1109/FUZZ.2003.1206538},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiSG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiS03,
author = {Hichem Frigui and
Salem Salem},
title = {Fuzzy clustering and subset feature weighting},
booktitle = {The 12th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2003, St. Louis, Missouri, USA, 25-28 May 2003},
pages = {857--862},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/FUZZ.2003.1206542},
doi = {10.1109/FUZZ.2003.1206542},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiB03,
author = {Hichem Frigui and
Nozha Boujemaa},
title = {Clustering fuzzy sets with application to image database categorization},
booktitle = {The 12th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2003, St. Louis, Missouri, USA, 25-28 May 2003},
pages = {1182--1187},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/FUZZ.2003.1206599},
doi = {10.1109/FUZZ.2003.1206599},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spieSR/Frigui03,
author = {Hichem Frigui},
editor = {Minerva M. Yeung and
Rainer Lienhart and
Chung{-}Sheng Li},
title = {Unsupervised learning of arbitrarily shaped clusters with application
to image database categorization},
booktitle = {Storage and Retrieval for Media Databases 2003, Santa Clara, CA, USA,
January 22, 2003},
series = {{SPIE} Proceedings},
volume = {5021},
pages = {462--473},
publisher = {{SPIE}},
year = {2003},
url = {https://doi.org/10.1117/12.476293},
doi = {10.1117/12.476293},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spieSR/Frigui03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiN02,
author = {Hichem Frigui and
Olfa Nasraoui},
title = {Simultaneous categorization of text documents and identification of
cluster-dependent keywords},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Fuzzy Systems,
FUZZ-IEEE'02, Honolulu, Hawaii, USA, May 12 - 17, 2002},
pages = {1108--1113},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/FUZZ.2002.1006659},
doi = {10.1109/FUZZ.2002.1006659},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiN02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Frigui02,
author = {Hichem Frigui},
title = {SyMP: an efficient clustering approach to identify clusters of arbitrary
shapes in large data sets},
booktitle = {Proceedings of the Eighth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton,
Alberta, Canada},
pages = {507--512},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/775047.775121},
doi = {10.1145/775047.775121},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Frigui02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RhoumaF01,
author = {Mohamed Ben Hadj Rhouma and
Hichem Frigui},
title = {Self-Organization of Pulse-Coupled Oscillators with Application to
Clustering},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {23},
number = {2},
pages = {180--195},
year = {2001},
url = {https://doi.org/10.1109/34.908968},
doi = {10.1109/34.908968},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RhoumaF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Frigui01,
author = {Hichem Frigui},
title = {Interactive image retrieval using fuzzy sets},
journal = {Pattern Recognit. Lett.},
volume = {22},
number = {9},
pages = {1021--1031},
year = {2001},
url = {https://doi.org/10.1016/S0167-8655(01)00045-9},
doi = {10.1016/S0167-8655(01)00045-9},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Frigui01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiGK01,
author = {Hichem Frigui and
Paul D. Gader and
Raghu Krishnapuram},
title = {Handwritten Character Membership Function Estimation for Word Recognition},
booktitle = {Proceedings of the 10th {IEEE} International Conference on Fuzzy Systems,
Melbourne, Australia, December 2-5, 2001},
pages = {928--931},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/FUZZ.2001.1009108},
doi = {10.1109/FUZZ.2001.1009108},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiGK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FriguiR01,
author = {Hichem Frigui and
Mohamed Ben Hadj Rhouma},
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters
in Large Datasets},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
pages = {139--146},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/ICDM.2001.989511},
doi = {10.1109/ICDM.2001.989511},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FriguiR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/NasraouiFKJ00,
author = {Olfa Nasraoui and
Hichem Frigui and
Raghu Krishnapuram and
Anupam Joshi},
title = {Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering},
journal = {Int. J. Artif. Intell. Tools},
volume = {9},
number = {4},
pages = {509--526},
year = {2000},
url = {https://doi.org/10.1142/S021821300000032X},
doi = {10.1142/S021821300000032X},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/NasraouiFKJ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/GaderNFVK00,
author = {Paul D. Gader and
Bruce N. Nelson and
Hichem Frigui and
Gary Vaillette and
James M. Keller},
title = {Fuzzy logic detection of landmines with ground penetrating radar},
journal = {Signal Process.},
volume = {80},
number = {6},
pages = {1069--1084},
year = {2000},
url = {https://doi.org/10.1016/S0165-1684(00)00020-7},
doi = {10.1016/S0165-1684(00)00020-7},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/GaderNFVK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FriguiN00,
author = {Hichem Frigui and
Olfa Nasraoui},
title = {Simultaneous clustering and attribute discrimination},
booktitle = {The Ninth {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2000, San Antonio, Texas, USA, May 7-10, 2000. Proceedings},
pages = {158--163},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/FUZZY.2000.838651},
doi = {10.1109/FUZZY.2000.838651},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FriguiN00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FriguiK99,
author = {Hichem Frigui and
Raghu Krishnapuram},
title = {A Robust Competitive Clustering Algorithm With Applications in Computer
Vision},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {21},
number = {5},
pages = {450--465},
year = {1999},
url = {https://doi.org/10.1109/34.765656},
doi = {10.1109/34.765656},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/FriguiK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FriguiK97,
author = {Hichem Frigui and
Raghu Krishnapuram},
title = {Clustering by competitive agglomeration},
journal = {Pattern Recognit.},
volume = {30},
number = {7},
pages = {1109--1119},
year = {1997},
url = {https://doi.org/10.1016/S0031-3203(96)00140-9},
doi = {10.1016/S0031-3203(96)00140-9},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/FriguiK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/FriguiK96,
author = {Hichem Frigui and
Raghu Krishnapuram},
title = {A robust algorithm for automatic extraction of an unknown number of
clusters from noisy data},
journal = {Pattern Recognit. Lett.},
volume = {17},
number = {12},
pages = {1223--1232},
year = {1996},
url = {https://doi.org/10.1016/0167-8655(96)00080-3},
doi = {10.1016/0167-8655(96)00080-3},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/FriguiK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/FriguiK96,
author = {Hichem Frigui and
Raghuram Krishnapuram},
title = {A comparison of fuzzy shell-clustering methods for the detection of
ellipses},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {4},
number = {2},
pages = {193--199},
year = {1996},
url = {https://doi.org/10.1109/91.493912},
doi = {10.1109/91.493912},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/FriguiK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FriguiK96,
author = {Hichem Frigui and
Raghu Krishnapuram},
title = {A Robust Clustering Algorithm Based on Competitive Agglomeration and
Soft Rejection of Outliers},
booktitle = {1996 Conference on Computer Vision and Pattern Recognition {(CVPR}
'96), June 18-20, 1996 San Francisco, CA, {USA}},
pages = {550--555},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/CVPR.1996.517126},
doi = {10.1109/CVPR.1996.517126},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FriguiK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/KrishnapuramFN95,
author = {Raghuram Krishnapuram and
Hichem Frigui and
Olfa Nasraoui},
title = {Fuzzy and possibilistic shell clustering algorithms and their application
to boundary detection and surface approximation. {I}},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {3},
number = {1},
pages = {29--43},
year = {1995},
url = {https://doi.org/10.1109/91.366564},
doi = {10.1109/91.366564},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/KrishnapuramFN95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/KrishnapuramFN95a,
author = {Raghuram Krishnapuram and
Hichem Frigui and
Olfa Nasraoui},
title = {Fuzzy and possibilistic shell clustering algorithms and their application
to boundary detection and surface approximation. {II}},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {3},
number = {1},
pages = {44--60},
year = {1995},
url = {https://doi.org/10.1109/91.366570},
doi = {10.1109/91.366570},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/KrishnapuramFN95a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KrishnapuramFN93,
author = {Raghu Krishnapuram and
Hichem Frigui and
Olfa Nasraoui},
title = {The Fuzzy {C} Quadric Shell clustering algorithm and the detection
of second-degree curves},
journal = {Pattern Recognit. Lett.},
volume = {14},
number = {7},
pages = {545--552},
year = {1993},
url = {https://doi.org/10.1016/0167-8655(93)90103-K},
doi = {10.1016/0167-8655(93)90103-K},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/KrishnapuramFN93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KrishnapuramNF92,
author = {Raghu Krishnapuram and
Olfa Nasraoui and
Hichem Frigui},
title = {The fuzzy c spherical shells algorithm: {A} new approach},
journal = {{IEEE} Trans. Neural Networks},
volume = {3},
number = {5},
pages = {663--671},
year = {1992},
url = {https://doi.org/10.1109/72.159056},
doi = {10.1109/72.159056},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/KrishnapuramNF92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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