Clustering methods for big data analytics O Nasraoui, CEB N’Cir Techniques, Toolboxes and Applications 1, 91-113, 2019 | 42 | 2019 |
Parallel and scalable Dunn Index for the validation of big data clusters CEB Ncir, A Hamza, W Bouaguel Parallel Computing 102, 102751, 2021 | 41 | 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 | 34 | 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 | 29 | 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 | 17 | 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 |
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 | 11 | 2015 |
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 |
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 |
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 | 8 | 2017 |
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 |
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 |
Parallel K-prototypes for clustering big data MAB HajKacem, CEB N’cir, N Essoussi Computational Collective Intelligence: 7th International Conference, ICCCI …, 2015 | 6 | 2015 |
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 |
Topic Modeling of Marketing Scientific Papers: An Experimental Survey M Chebil, R Jallouli, MA Bach Tobji, CE Ben Ncir International Conference on Digital Economy, 147-171, 2021 | 5 | 2021 |
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 |