Chiheb-Eddine Ben N'cir

According to our database, Chiheb-Eddine Ben N'cir authored at least 36 papers between 2010 and 2024.

Collaborative distances:

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

2024

Enhancing intrusion detection performance using explainable ensemble deep learning.

Chiheb-Eddine Ben N'cir, Mohamed Aymen Ben HajKacem, Mohammed Alattas

PeerJ Comput. Sci., 2024

Explainable Spark-based PSO Clustering for Intrusion Detection.

Chiheb-Eddine Ben N'cir, Mohamed Aymen Ben HajKacem, Mohammed Alatas

Comput. Sci., 2024

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

An Explainable Artificial Intelligence Approach for Multi-Criteria ABC Item Classification.

Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui

J. Theor. Appl. Electron. Commer. Res., 2023

Interpretable Multi-Criteria ABC Analysis Based on Semi-Supervised Clustering and Explainable Artificial Intelligence.

Alaa A. Qaffas, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben Ncir, Olfa Nasraoui

IEEE Access, 2023

2022

Data-Driven Analysis of Microfinance and Social Loans Before and During the COVID-19 Pandemic Using Exploratory Analysis and Decision Tree Classifiers.

Chiheb-Eddine Ben Ncir, Bader A. Alyoubi, Roaa Alrazyeg

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

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

A parallel text clustering method using Spark and hashing.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Computing, 2021

A Density-Based Method for the Identification of Non-Disjoint Clusters With Arbitrary and Non-Spherical Shapes.

Chiheb-Eddine Ben Ncir

Comput. Sci., 2021

Topic Modeling of Marketing Scientific Papers: An Experimental Survey.

Malek Chebil, Rim Jallouli, Mohamed Anis Bach Tobji, Chiheb-Eddine Ben Ncir

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2021

Spark Based Text Clustering Method Using Hashing.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2019

One-pass MapReduce-based clustering method for mixed large scale data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

J. Intell. Inf. Syst., 2019

STiMR k-Means: An Efficient Clustering Method for Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Int. J. Pattern Recognit. Artif. Intell., 2019

2018

Scalable Random Sampling K-Prototypes Using Spark.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

2017

New Overlap Measure for the Validation of Non-disjoint Partitioning.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2017

Overlapping Community Detection Method for Social Networks.

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

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2017

KP-S: A Spark-Based Design of the K-Prototypes Clustering for Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016

An Accelerated MapReduce-Based K-prototypes for Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Software Technologies: Applications and Foundations, 2016

Overlap regulation for additive overlapping clustering methods.

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

Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

Parallel clustering method for non-disjoint partitioning of large-scale data based on spark framework.

Abir Zayani, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Using Sequences of Words for Non-Disjoint Grouping of Documents.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Int. J. Pattern Recognit. Artif. Intell., 2015

Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries.

Chiheb-Eddine Ben N'cir, Nadia Essoussi, Mohamed Limam

J. Classif., 2015

Parallel K-prototypes for Clustering Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

MapReduce-based k-prototypes clustering method for big data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Generalization of c-means for identifying non-disjoint clusters with overlap regulation.

Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi

Pattern Recognit. Lett., 2014

Overlapping Clustering with Outliers Detection.

Amira Rezgui, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the ICPRAM 2014, 2014

Généralisation des k-moyennes pour produire des recouvrements ajustables.

Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Identification de classes non-disjointes ayants des densités différentes.

Hela Masmoudi, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

Non-disjoint Cluster Analysis with Non-uniform Density.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Mining Intelligence and Knowledge Exploration, 2013

On the Extension of k-Means for Overlapping Clustering - Average or Sum of Clusters' Representatives?.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

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

Non-disjoint grouping of text documents based Word Sequence Kernel.

Chiheb-Eddine Ben N'cir, Afef Zenned, Nadia Essoussi

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

Overlapping clustering based on kernel similarity metric

Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand

CoRR, 2012

Classification Recouvrante Basée sur les Méthodes à Noyau

Chiheb-Eddine Ben N'cir, Nadia Essoussi

CoRR, 2012

2010

Kernel Overlapping K-Means for Clustering in Feature Space.

Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand

Proceedings of the KDIR 2010, 2010