CHIHEB BEN NSIR

CHIHEB BEN NSIR

Maître assistant en Informatique

Chapitre d'ouvrages

1. Ben N'Cir Chiheb-Eddine , Guillaume Cleuziou , Essoussi Nadia. Overview of partitional overlapping clustering methods.. Partitional Clustering Algorithm (PCA). Springer. Pages 245-275, 2015

Articles de journaux

1. Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Using Sequences of Words for Non-Disjoint Grouping of Documents.,. International journal of Pattern Recognition and Artificial Intelligence (IJPRAI),. Vol. 29, Issue (3), Pages 1-20, 2015

2. Ben N'Cir Chiheb-Eddine , Essoussi Nadia , Mohamed Limam. Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries. Journal of classification. Vol. 32, Issue (2), Pages 176-211, 2015

3. Ben N'Cir Chiheb-Eddine , Guillaume Cleuziou , Essoussi Nadia. Generalization of c-means for identifying non-disjoint clusters with overlap regulation,. Pattern Recognition Letters. Vol. 45, Issue (1), Pages 92-98, 2014

4. Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Recognition of overlapping Patterns with Linear and Non-Linear Separations using Positive Definite Kernels.. International Journal of Computer Application (IJCA),. Vol. Volume 53, Issue (1), Pages 1-8, 2012

Articles de conférence

1. Aymen HajKacem , Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Parallel K-prototypes for Clustering Big Data. ICCI 2015, Madrid, ESP. Pages 627-638, 2015

2. Aymen HajKacem , Ben N'Cir Chiheb-Eddine , Essoussi Nadia. MapReduce-based K-Prototypes Clustering Method for Big Data. DSAA, IEEE, Paris, France. Pages ..., 2015

3. Hela masmoudi , Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Identification de classes non-disjointes ayants des densités différentes. EGC 2014, Rennes, France. Pages 257-268, 2014

4. Rezgui Amira , Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Généralisation des k-moyennes pour produire des recouvrements ajustables,. EGC 2014, Rennes, France. Pages 221-232, 2014

5. Ben N'Cir Chiheb-Eddine , Guillaume Cleuziou , Essoussi Nadia. Detecting overlapping clustering with small and parameterizable overlaps,,. ICCAT, IEEE, Sousse, Tunisia. Pages 1-6, 2013

6. Ben N'Cir Chiheb-Eddine , Guillaume Cleuziou , Essoussi Nadia. Un modèle générique pour les k-moyennes à recouvrements ajustables,. EGC-FDC, Toulouse, France. Pages 81-92, 2013

7. Ben N'Cir Chiheb-Eddine , Zenned Afef , Essoussi Nadia. Non-disjoint grouping of text documents based Word Sequence Kernel.,. EGC2013, Toulouse, France. Pages 253-262, 2013

8. Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Non-Disjoint Cluster Analysis with Non-Uniform Density.,. MIKE2013, Tamil Nadu, India.. Pages 100-111, 2013

9. Ben N'Cir Chiheb-Eddine , Essoussi Nadia. On the Extension of k-means for Overlapping Clustering: Average or Sum of clusters' representatives ?.,. KDIR2013. Pages 208-213, 2013

10. Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Improved overlapping k-means for detecting overlapping clusters.,. MSDM2012, Hammamet, Tunisia. Pages 1-6, 2012

11. Ben N'Cir Chiheb-Eddine , Guillaume Cleuziou , Essoussi Nadia. Identification of Overlapping Clusters with Small Overlaps.,. EGC-Maghreb, Hammamet, Tunisia. Pages 26-32, 2012

12. Ben N'Cir Chiheb-Eddine , Essoussi Nadia. Classification Recouvrante Bassée sur les Méthodes à Noyau,. JDS2011, Gammart, Tunisia. Pages 1-6, 2011

13. Ben N'Cir Chiheb-Eddine , Essoussi Nadia , Patrice Bertrand. Overlapping clustering based on kernel similarity metric.,. MSDM2010, Hammamet, Tunisia. Pages 130-136, 2010

14. Ben N'Cir Chiheb-Eddine , Essoussi Nadia , Patrice Bertrand. Kernel overlapping k-means for clustering in feature space.,. KDIR2010, Valencia, ESP. Pages 250-256, 2010