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ORCIDBibTeX records: Bouaguel Waad
@article{DBLP:journals/jetai/NcirMQB23,
author = {Chiheb{-}Eddine Ben Ncir and
Mohamed Ben Mzoughia and
Alaa A. Qaffas and
Waad Bouaguel},
title = {Evolutionary multi-objective customer segmentation approach based
on descriptive and predictive behaviour of customers: application
to the banking sector},
journal = {J. Exp. Theor. Artif. Intell.},
volume = {35},
number = {8},
pages = {1201--1223},
year = {2023},
url = {https://doi.org/10.1080/0952813x.2022.2078886},
doi = {10.1080/0952813X.2022.2078886},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jetai/NcirMQB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aghcs/Bouaguel22,
author = {Waad Bouaguel},
title = {Efficient multi-classifier wrapper feature-selection model: Application
for dimension reduction in credit scoring},
journal = {Comput. Sci.},
volume = {23},
number = {1},
year = {2022},
url = {https://doi.org/10.7494/csci.2022.23.1.4120},
doi = {10.7494/CSCI.2022.23.1.4120},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aghcs/Bouaguel22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vjcs/BouaguelN22,
author = {Waad Bouaguel and
Chiheb{-}Eddine Ben N'cir},
title = {Distributed Evolutionary Feature Selection for Big Data Processing},
journal = {Vietnam. J. Comput. Sci.},
volume = {9},
number = {3},
pages = {313--332},
year = {2022},
url = {https://doi.org/10.1142/S2196888822500154},
doi = {10.1142/S2196888822500154},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vjcs/BouaguelN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/unsesul/BouaguelS22,
author = {Waad Bouaguel and
Taghrid Al Silimani},
editor = {Bader A. Alyoubi and
Chiheb{-}Eddine Ben Ncir and
Ibraheem Mubarak Alharbi and
Anis Jarboui},
title = {Identification of Credit Risks Using Cluster Analysis and Behavioural
Scoring During the {COVID-19} Pandemic},
booktitle = {Machine Learning and Data Analytics for Solving Business Problems:
Methods, Applications, and Case Studies},
series = {Unsupervised and Semi-Supervised Learning},
pages = {41--54},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18483-3\_3},
doi = {10.1007/978-3-031-18483-3\_3},
timestamp = {Tue, 02 Jan 2024 14:54:09 +0100},
biburl = {https://dblp.org/rec/series/unsesul/BouaguelS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/NcirHB21,
author = {Chiheb{-}Eddine Ben Ncir and
Abdallah Hamza and
Waad Bouaguel},
title = {Parallel and scalable Dunn Index for the validation of big data clusters},
journal = {Parallel Comput.},
volume = {102},
pages = {102751},
year = {2021},
url = {https://doi.org/10.1016/j.parco.2021.102751},
doi = {10.1016/J.PARCO.2021.102751},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/NcirHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/NcirMBE21,
author = {Chiheb{-}Eddine Ben N'cir and
Mohamed Ismail Maiza and
Waad Bouaguel and
Nadia Essoussi},
title = {Disjoint and Non-Disjoint Community Detection with Control of Overlaps
Between Communities},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {1},
pages = {15},
year = {2021},
url = {https://doi.org/10.1007/s42979-020-00391-w},
doi = {10.1007/S42979-020-00391-W},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sncs/NcirMBE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amlta/ZaghdoudiBE19,
author = {Bochra Zaghdoudi and
Waad Bouaguel and
Nadia Essoussi},
editor = {Aboul Ella Hassanien and
Ahmad Taher Azar and
Tarek Gaber and
Roheet Bhatnagar and
Mohamed F. Tolba},
title = {A Distributed Multi-source Feature Selection Using Spark},
booktitle = {The International Conference on Advanced Machine Learning Technologies
and Applications, {AMLTA} 2019, Cairo, Egypt, 28-30 March, 2919},
series = {Advances in Intelligent Systems and Computing},
volume = {921},
pages = {312--320},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-14118-9\_31},
doi = {10.1007/978-3-030-14118-9\_31},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amlta/ZaghdoudiBE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/SaidiBE19,
author = {Rania Saidi and
Waad Bouaguel and
Nadia Essoussi},
editor = {Aboul Ella Hassanien},
title = {Hybrid Feature Selection Method Based on the Genetic Algorithm and
Pearson Correlation Coefficient},
booktitle = {Machine Learning Paradigms: Theory and Application},
series = {Studies in Computational Intelligence},
volume = {801},
pages = {3--24},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-02357-7\_1},
doi = {10.1007/978-3-030-02357-7\_1},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/SaidiBE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amlta/SaidiNE18,
author = {Rania Saidi and
Waad Bouaguel Ncir and
Nadia Essoussi},
editor = {Aboul Ella Hassanien and
Mohamed F. Tolba and
Mohamed Elhoseny and
Mohamed Mostafa},
title = {Feature Selection Using Genetic Algorithm for Big Data},
booktitle = {The International Conference on Advanced Machine Learning Technologies
and Applications, {AMLTA} 2018, Cairo, Egypt, February 22-24, 2018},
series = {Advances in Intelligent Systems and Computing},
volume = {723},
pages = {352--361},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-74690-6\_35},
doi = {10.1007/978-3-319-74690-6\_35},
timestamp = {Wed, 06 Nov 2019 16:45:49 +0100},
biburl = {https://dblp.org/rec/conf/amlta/SaidiNE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccci/YazidiBE16,
author = {Jamila Yazidi and
Waad Bouaguel and
Nadia Essoussi},
editor = {Ngoc Thanh Nguyen and
Yannis Manolopoulos and
Lazaros S. Iliadis and
Bogdan Trawinski},
title = {A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm},
booktitle = {Computational Collective Intelligence - 8th International Conference,
{ICCCI} 2016, Halkidiki, Greece, September 28-30, 2016, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9876},
pages = {418--425},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45246-3\_40},
doi = {10.1007/978-3-319-45246-3\_40},
timestamp = {Thu, 16 Mar 2023 20:00:30 +0100},
biburl = {https://dblp.org/rec/conf/iccci/YazidiBE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ies2/Bouaguel15,
author = {Waad Bouaguel},
editor = {Kittichai Lavangnananda and
Somnuk Phon{-}Amnuaisuk and
Worrawat Engchuan and
Jonathan H. Chan},
title = {Proceedings in Adaptation, Learning and Optimization},
booktitle = {Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium,
{IES} 2015, Bangkok, Thailand, November 2015, Proceedings},
volume = {5},
pages = {75--83},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27000-5\_6},
doi = {10.1007/978-3-319-27000-5\_6},
timestamp = {Wed, 13 May 2020 12:50:39 +0200},
biburl = {https://dblp.org/rec/conf/ies2/Bouaguel15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/macis/BouaguelMM15,
author = {Waad Bouaguel and
Emna Mouelhi and
Ghazi Bel Mufti},
editor = {Ilias S. Kotsireas and
Siegfried M. Rump and
Chee K. Yap},
title = {New Method for Instance Feature Selection Using Redundant Features
for Biological Data},
booktitle = {Mathematical Aspects of Computer and Information Sciences - 6th International
Conference, {MACIS} 2015, Berlin, Germany, November 11-13, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9582},
pages = {398--405},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-32859-1\_34},
doi = {10.1007/978-3-319-32859-1\_34},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/macis/BouaguelMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mike/MouelhiBM15,
author = {Emna Mouelhi and
Waad Bouaguel and
Ghazi Bel Mufti},
editor = {Rajendra Prasath and
Anil Kumar Vuppala and
T. Kathirvalavakumar},
title = {A Redundancy Study for Feature Selection in Biological Data},
booktitle = {Mining Intelligence and Knowledge Exploration - Third International
Conference, {MIKE} 2015, Hyderabad, India, December 9-11, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9468},
pages = {22--28},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26832-3\_3},
doi = {10.1007/978-3-319-26832-3\_3},
timestamp = {Sun, 25 Oct 2020 22:46:15 +0100},
biburl = {https://dblp.org/rec/conf/mike/MouelhiBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socpros/BouaguelL14,
author = {Waad Bouaguel and
Mohamed Limam},
editor = {Kedar Nath Das and
Kusum Deep and
Millie Pant and
Jagdish Chand Bansal and
Atulya Nagar},
title = {An Ensemble Wrapper Feature Selection for Credit Scoring},
booktitle = {Proceedings of Fourth International Conference on Soft Computing for
Problem Solving - SocProS 2014, Volume 1, {NIT} Silchar, Silchar,
Assam, India, December 27-29, 2014},
series = {Advances in Intelligent Systems and Computing},
volume = {335},
pages = {619--631},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-81-322-2217-0\_50},
doi = {10.1007/978-81-322-2217-0\_50},
timestamp = {Fri, 27 Dec 2019 21:28:34 +0100},
biburl = {https://dblp.org/rec/conf/socpros/BouaguelL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/WaadMM13,
author = {Bouaguel Waad and
Ghazi Bel Mufti and
Mohamed Limam},
title = {A Three-Stage Feature Selection using quadratic Programming for Credit
Scoring},
journal = {Appl. Artif. Intell.},
volume = {27},
number = {8},
pages = {721--742},
year = {2013},
url = {https://doi.org/10.1080/08839514.2013.823327},
doi = {10.1080/08839514.2013.823327},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/WaadMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/WaadBL13,
author = {Bouaguel Waad and
Afef Ben Brahim and
Mohamed Limam},
editor = {Kecheng Liu and
Ana L. N. Fred and
Joaquim Filipe},
title = {Feature Selection by Rank Aggregation and Genetic Algorithms},
booktitle = {{KDIR/KMIS} 2013 - Proceedings of the International Conference on
Knowledge Discovery and Information Retrieval and the International
Conference on Knowledge Management and Information Sharing, Vilamoura,
Algarve, Portugal, 19 - 22 September, 2013},
pages = {74--81},
publisher = {SciTePress},
year = {2013},
url = {https://doi.org/10.5220/0004518700740081},
doi = {10.5220/0004518700740081},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/WaadBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mike/WaadML13,
author = {Bouaguel Waad and
Ghazi Bel Mufti and
Mohamed Limam},
editor = {Rajendra Prasath and
T. Kathirvalavakumar},
title = {Rank Aggregation for Filter Feature Selection in Credit Scoring},
booktitle = {Mining Intelligence and Knowledge Exploration, First International
Conference, {MIKE} 2013, Tamil Nadu, India, December 18-20, 2013},
series = {Lecture Notes in Computer Science},
volume = {8284},
pages = {7--15},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03844-5\_2},
doi = {10.1007/978-3-319-03844-5\_2},
timestamp = {Sun, 25 Oct 2020 22:46:15 +0100},
biburl = {https://dblp.org/rec/conf/mike/WaadML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mike/WaadML13a,
author = {Bouaguel Waad and
Ghazi Bel Mufti and
Mohamed Limam},
editor = {Rajendra Prasath and
T. Kathirvalavakumar},
title = {Similarity Aggregation a New Version of Rank Aggregation Applied to
Credit Scoring Case},
booktitle = {Mining Intelligence and Knowledge Exploration, First International
Conference, {MIKE} 2013, Tamil Nadu, India, December 18-20, 2013},
series = {Lecture Notes in Computer Science},
volume = {8284},
pages = {618--628},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03844-5\_61},
doi = {10.1007/978-3-319-03844-5\_61},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mike/WaadML13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-3689,
author = {Bouaguel Waad and
Ghazi Bel Mufti},
title = {An improvement direction for filter selection techniques using information
theory measures and quadratic optimization},
journal = {CoRR},
volume = {abs/1208.3689},
year = {2012},
url = {http://arxiv.org/abs/1208.3689},
eprinttype = {arXiv},
eprint = {1208.3689},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-3689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-6167,
author = {Farid Beninel and
Bouaguel Waad and
Ghazi Bel Mufti},
title = {Transfer Learning Using Logistic Regression in Credit Scoring},
journal = {CoRR},
volume = {abs/1212.6167},
year = {2012},
url = {http://arxiv.org/abs/1212.6167},
eprinttype = {arXiv},
eprint = {1212.6167},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-6167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/WaadFM11,
author = {Bouaguel Waad and
Farid Beninel and
Ghazi Bel Mufti},
title = {Logistic sub-models for small size populations in credit scoring},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2011, part of the {IEEE} Symposium Series
on Computational Intelligence 2011, April 11-15, 2011, Paris, France},
pages = {128--134},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIDM.2011.5949425},
doi = {10.1109/CIDM.2011.5949425},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/WaadFM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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