Bouaguel Waad

According to our database, Bouaguel Waad authored at least 21 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Evolutionary multi-objective customer segmentation approach based on descriptive and predictive behaviour of customers: application to the banking sector.

Chiheb-Eddine Ben Ncir, Mohamed Ben Mzoughia, Alaa A. Qaffas, Waad Bouaguel

J. Exp. Theor. Artif. Intell., November, 2023

2022

Identification of Credit Risks Using Cluster Analysis and Behavioural Scoring During the COVID-19 Pandemic.

Waad Bouaguel, Taghrid Al Silimani

Proceedings of the Machine Learning and Data Analytics for Solving Business Problems: Methods, 2022

Distributed Evolutionary Feature Selection for Big Data Processing.

Waad Bouaguel, Chiheb-Eddine Ben N'cir

Vietnam. J. Comput. Sci., 2022

Efficient multi-classifier wrapper feature-selection model: Application for dimension reduction in credit scoring.

Waad Bouaguel

Comput. Sci., 2022

2021

Disjoint and Non-Disjoint Community Detection with Control of Overlaps Between Communities.

Chiheb-Eddine Ben N'cir, Mohamed Ismail Maiza, Waad Bouaguel, Nadia Essoussi

SN Comput. Sci., 2021

Parallel and scalable Dunn Index for the validation of big data clusters.

Chiheb-Eddine Ben Ncir, Abdallah Hamza, Waad Bouaguel

Parallel Comput., 2021

2019

Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient.

Rania Saidi, Waad Bouaguel, Nadia Essoussi

Proceedings of the Machine Learning Paradigms: Theory and Application, 2019

A Distributed Multi-source Feature Selection Using Spark.

Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

2018

Feature Selection Using Genetic Algorithm for Big Data.

Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018

2016

A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm.

Jamila Yazidi, Waad Bouaguel, Nadia Essoussi

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015

A Redundancy Study for Feature Selection in Biological Data.

Emna Mouelhi, Waad Bouaguel, Ghazi Bel Mufti

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

New Method for Instance Feature Selection Using Redundant Features for Biological Data.

Waad Bouaguel, Emna Mouelhi, Ghazi Bel Mufti

Proceedings of the Mathematical Aspects of Computer and Information Sciences, 2015

Proceedings in Adaptation, Learning and Optimization.

Waad Bouaguel

Proceedings of the Intelligent and Evolutionary Systems - The 19th Asia Pacific Symposium, 2015

2014

An Ensemble Wrapper Feature Selection for Credit Scoring.

Waad Bouaguel, Mohamed Limam

Proceedings of Fourth International Conference on Soft Computing for Problem Solving, 2014

2013

A Three-Stage Feature Selection using quadratic Programming for Credit Scoring.

Bouaguel Waad, Ghazi Bel Mufti, Mohamed Limam

Appl. Artif. Intell., 2013

Similarity Aggregation a New Version of Rank Aggregation Applied to Credit Scoring Case.

Bouaguel Waad, Ghazi Bel Mufti, Mohamed Limam

Proceedings of the Mining Intelligence and Knowledge Exploration, 2013

Rank Aggregation for Filter Feature Selection in Credit Scoring.

Bouaguel Waad, Ghazi Bel Mufti, Mohamed Limam

Proceedings of the Mining Intelligence and Knowledge Exploration, 2013

Feature Selection by Rank Aggregation and Genetic Algorithms.

Bouaguel Waad, Afef Ben Brahim, Mohamed Limam

Proceedings of the 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, 2013

2012

Transfer Learning Using Logistic Regression in Credit Scoring

Farid Beninel, Bouaguel Waad, Ghazi Bel Mufti

CoRR, 2012

An improvement direction for filter selection techniques using information theory measures and quadratic optimization

Bouaguel Waad, Ghazi Bel Mufti

CoRR, 2012

2011

Logistic sub-models for small size populations in credit scoring.

Bouaguel Waad, Farid Beninel, Ghazi Bel Mufti

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011