Hybrid feature selection method based on the genetic algorithm and pearson correlation coefficient R Saidi, W Bouaguel, N Essoussi Machine learning paradigms: theory and application, 3-24, 2019 | 70 | 2019 |
A comparison of MSA tools N Essoussi, K Boujenfa, M Limam Bioinformation 2 (10), 452, 2008 | 36 | 2008 |
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 | 28 | 2019 |
Hyperspectral data classification using geostatistics and support vector machines S Bahria, N Essoussi, M Limam Remote Sensing Letters 2 (2), 99-106, 2011 | 26 | 2011 |
Partitioning clustering algorithms for protein sequence data sets S Fayech, N Essoussi, M Limam BioData mining 2, 1-11, 2009 | 24 | 2009 |
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 |
Tree-kNN: a tree-based algorithm for protein sequence classification K Boujenfa, N Essoussi, M Limam Int Journal on Comp Sci and Engineering (IJCSE), 2011 | 13 | 2011 |
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 |
Ensemble method for multi-view text clustering M Fraj, MA Ben Hajkacem, N Essoussi Computational Collective Intelligence: 11th International Conference, ICCCI …, 2019 | 11 | 2019 |
A novel tweets clustering method using word embeddings M Fraj, MAB HajKacem, N Essoussi 2018 IEEE/ACS 15th International Conference on Computer Systems and …, 2018 | 11 | 2018 |
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 |
Feature selection using genetic algorithm for big data R Saidi, WB Ncir, N Essoussi The International Conference on Advanced Machine Learning Technologies and …, 2018 | 10 | 2018 |
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 |
A parallel implementation of relief algorithm using mapreduce paradigm J Yazidi, W Bouaguel, N Essoussi Computational Collective Intelligence: 8th International Conference, ICCCI …, 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 |