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Journal Articles
- 2023
[j6]Chiheb-Eddine Ben Ncir
, Mohamed Ben Mzoughia, Alaa A. Qaffas, Waad Bouaguel:
Evolutionary multi-objective customer segmentation approach based on descriptive and predictive behaviour of customers: application to the banking sector. J. Exp. Theor. Artif. Intell. 35(8): 1201-1223 (2023)- 2022
- [j5]Waad Bouaguel:
Efficient multi-classifier wrapper feature-selection model: Application for dimension reduction in credit scoring. Comput. Sci. 23(1) (2022) - [j4]Waad Bouaguel, Chiheb-Eddine Ben N'cir:
Distributed Evolutionary Feature Selection for Big Data Processing. Vietnam. J. Comput. Sci. 9(3): 313-332 (2022) - 2021
- [j3]Chiheb-Eddine Ben Ncir, Abdallah Hamza, Waad Bouaguel:
Parallel and scalable Dunn Index for the validation of big data clusters. Parallel Comput. 102: 102751 (2021) - [j2]Chiheb-Eddine Ben N'cir, Mohamed Ismail Maiza, Waad Bouaguel, Nadia Essoussi:
Disjoint and Non-Disjoint Community Detection with Control of Overlaps Between Communities. SN Comput. Sci. 2(1): 15 (2021) - 2013
- [j1]Bouaguel Waad, Ghazi Bel Mufti, Mohamed Limam:
A Three-Stage Feature Selection using quadratic Programming for Credit Scoring. Appl. Artif. Intell. 27(8): 721-742 (2013)
Conference and Workshop Papers
- 2019
- [c11]Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi:
A Distributed Multi-source Feature Selection Using Spark. AMLTA 2019: 312-320 - 2018
- [c10]Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi:
Feature Selection Using Genetic Algorithm for Big Data. AMLTA 2018: 352-361 - 2016
- [c9]Jamila Yazidi, Waad Bouaguel, Nadia Essoussi:
A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm. ICCCI (2) 2016: 418-425 - 2015
- [c8]Waad Bouaguel:
Proceedings in Adaptation, Learning and Optimization. IES 2015: 75-83 - [c7]Waad Bouaguel, Emna Mouelhi, Ghazi Bel Mufti:
New Method for Instance Feature Selection Using Redundant Features for Biological Data. MACIS 2015: 398-405 - [c6]Emna Mouelhi, Waad Bouaguel, Ghazi Bel Mufti:
A Redundancy Study for Feature Selection in Biological Data. MIKE 2015: 22-28 - 2014
- [c5]Waad Bouaguel, Mohamed Limam:
An Ensemble Wrapper Feature Selection for Credit Scoring. SocProS (1) 2014: 619-631 - 2013
- [c4]Bouaguel Waad, Afef Ben Brahim, Mohamed Limam:
Feature Selection by Rank Aggregation and Genetic Algorithms. KDIR/KMIS 2013: 74-81 - [c3]Bouaguel Waad, Ghazi Bel Mufti, Mohamed Limam:
Rank Aggregation for Filter Feature Selection in Credit Scoring. MIKE 2013: 7-15 - [c2]Bouaguel Waad, Ghazi Bel Mufti, Mohamed Limam:
Similarity Aggregation a New Version of Rank Aggregation Applied to Credit Scoring Case. MIKE 2013: 618-628 - 2011
- [c1]Bouaguel Waad, Farid Beninel, Ghazi Bel Mufti:
Logistic sub-models for small size populations in credit scoring. CIDM 2011: 128-134
Parts in Books or Collections
- 2022
- [p2]Waad Bouaguel, Taghrid Al Silimani:
Identification of Credit Risks Using Cluster Analysis and Behavioural Scoring During the COVID-19 Pandemic. Machine Learning and Data Analytics for Solving Business Problems 2022: 41-54 - 2019
- [p1]Rania Saidi, Waad Bouaguel, Nadia Essoussi:
Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient. Machine Learning Paradigms 2019: 3-24
Informal and Other Publications
- 2012
- [i2]Bouaguel Waad, Ghazi Bel Mufti:
An improvement direction for filter selection techniques using information theory measures and quadratic optimization. CoRR abs/1208.3689 (2012) - [i1]Farid Beninel, Bouaguel Waad, Ghazi Bel Mufti:
Transfer Learning Using Logistic Regression in Credit Scoring. CoRR abs/1212.6167 (2012)
Coauthor Index
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