Clustering methods for big data analytics O Nasraoui, CEB N’Cir
Techniques, Toolboxes and Applications 1, 91-113, 2019
41 2019 Parallel and scalable Dunn Index for the validation of big data clusters CEB Ncir, A Hamza, W Bouaguel
Parallel Computing 102, 102751, 2021
39 2021 MapReduce-based k-prototypes clustering method for big data MABH Kacem, CEB N'cir, N Essoussi
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
33 2015 Overview of overlapping partitional clustering methods CEB N’Cir, G Cleuziou, N Essoussi
Partitional Clustering Algorithms, 245-275, 2015
33 2015 One-pass MapReduce-based clustering method for mixed large scale data MA Ben HajKacem, CEB N’cir, N Essoussi
Journal of Intelligent Information Systems 52, 619-636, 2019
27 2019 Overview of scalable partitional methods for big data clustering MAB HajKacem, CEB N’Cir, N Essoussi
Clustering Methods for Big Data Analytics: Techniques, Toolboxes and …, 2019
16 2019 STiMR -Means: An Efficient Clustering Method for Big Data MA Ben HajKacem, CE Ben N′ Cir, N Essoussi
International Journal of Pattern Recognition and Artificial Intelligence 33 …, 2019
12 2019 Kernel overlapping k-means for clustering in feature space CEB N'Cir, N Essoussi, P Bertrand
International Conference on Knowledge Discovery and Information Retrieval 2 …, 2010
12 2010 Generalization of c-means for identifying non-disjoint clusters with overlap regulation CE ben N’Cir, G Cleuziou, N Essoussi
Pattern Recognition Letters 45, 92-98, 2014
11 2014 Using sequences of words for non-disjoint grouping of documents CE Ben N'Cir, N Essoussi
International Journal of Pattern Recognition and Artificial Intelligence 29 …, 2015
10 2015 Parallel clustering method for non-disjoint partitioning of large-scale data based on spark framework A Zayani, CEB N'Cir, N Essoussi
2016 IEEE International Conference on Big Data (Big Data), 1064-1069, 2016
9 2016 Identification of non-disjoint clusters with small and parameterizable overlaps CE ben N'Cir, G Cleuziou, N Essoussi
2013 International Conference on Computer Applications Technology (ICCAT), 1-6, 2013
9 2013 An accelerated mapreduce-based k-prototypes for big data MAB HajKacem, CEB N’cir, N Essoussi
Software Technologies: Applications and Foundations: STAF 2016 Collocated …, 2016
8 2016 KP-S: a spark-based design of the K-prototypes clustering for big data MAB HajKacem, CEB N'Cir, N Essoussi
2017 IEEE/ACS 14th International Conference on Computer Systems and …, 2017
7 2017 Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries CE Ben N'Cir, N Essoussi, M Limam
Journal of classification 32 (2), 2015
7 2015 Overlapping patterns recognition with linear and non-linear separations using positive definite kernels CEB N’Cir, N Essoussi
International Journal of Computer Applications 975, 8887, 2012
7 2012 A parallel text clustering method using Spark and hashing MA Ben HajKacem, CE Ben N’cir, N Essoussi
Computing 103 (9), 2007-2031, 2021
5 2021 Parallel K-prototypes for clustering big data MAB HajKacem, CEB N’cir, N Essoussi
Computational Collective Intelligence: 7th International Conference, ICCCI …, 2015
5 2015 Evolutionary multi-objective customer segmentation approach based on descriptive and predictive behaviour of customers: application to the banking sector CE Ben Ncir, M Ben Mzoughia, A Qaffas, W Bouaguel
Journal of Experimental & Theoretical Artificial Intelligence 35 (8), 1201-1223, 2023
3 2023 Scalable random sampling k-prototypes using spark MA Ben HajKacem, CE Ben N’cir, N Essoussi
Big Data Analytics and Knowledge Discovery: 20th International Conference …, 2018
3 2018