Nadia Essoussi

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 26

Top Topics

Overlapping Clustering

Feature Selection

Clustering Method

Top Venues

Publications

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
Detection of Hot Topics Using Multi-view Text Clustering. iiWAS (2022)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
A parallel text clustering method using Spark and hashing. Computing 103 (9) (2021)
Chiheb-Eddine Ben N'cir, Mohamed Ismail Maiza, Waad Bouaguel, Nadia Essoussi
Disjoint and Non-Disjoint Community Detection with Control of Overlaps Between Communities. SN Comput. Sci. 2 (1) (2021)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Spark Based Text Clustering Method Using Hashing. DaWaK (2021)
Hiba Jridi, Mohamed Aymen Ben HajKacem, Nadia Essoussi
Parallel K-Prototypes Clustering with High Efficiency and Accuracy. DaWaK (2020)
Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
On the use of ensemble method for multi view textual data. J. Inf. Telecommun. 4 (4) (2020)
Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
Self-Organizing Map for Multi-view Text Clustering. DaWaK (2020)
Kenza Rziga, Mohamed Aymen Ben HajKacem, Nadia Essoussi
A New Spark Based K-Means Clustering with Data Removing Strategy. ICDEc (2019)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
STiMR k-Means: An Efficient Clustering Method for Big Data. Int. J. Pattern Recognit. Artif. Intell. 33 (8) (2019)
Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
Ensemble Method for Multi-view Text Clustering. ICCCI (1) (2019)
Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi
A Distributed Multi-source Feature Selection Using Spark. AMLTA (2019)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
One-pass MapReduce-based clustering method for mixed large scale data. J. Intell. Inf. Syst. 52 (3) (2019)
Ikram Abdelkhalek, Afef Ben Brahim, Nadia Essoussi
A New Way of Handling Missing Data in Multi-source Classification Based on Adaptive Imputation. MEDI (2018)
Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi
Feature Selection Using Genetic Algorithm for Big Data. AMLTA (2018)
Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
A Novel Tweets Clustering Method using Word Embeddings. AICCSA (2018)
Marwa El Abri, Philippe Leray, Nadia Essoussi
DAPER Joint Learning from Partially Structured Graph Databases. ICDEc (2018)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Scalable Random Sampling K-Prototypes Using Spark. DaWaK (2018)
Chiheb-Eddine Ben N'cir, Nadia Essoussi
New Overlap Measure for the Validation of Non-disjoint Partitioning. ICDEc (2017)
Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Overlapping Community Detection Method for Social Networks. ICDEc (2017)
Marwa El Abri, Philippe Leray, Nadia Essoussi
Learning Probabilistic Relational Models with (Partially Structured) Graph Databases. AICCSA (2017)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
KP-S: A Spark-Based Design of the K-Prototypes Clustering for Big Data. AICCSA (2017)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
An Accelerated MapReduce-Based K-prototypes for Big Data. STAF Workshops (2016)
Jamila Yazidi, Waad Bouaguel, Nadia Essoussi
A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm. ICCCI (2) (2016)
Wassila Jerbi, Afef Ben Brahim, Nadia Essoussi
A Hybrid Embedded-Filter Method for Improving Feature Selection Stability of Random Forests. HIS (2016)
Abir Zayani, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Parallel clustering method for non-disjoint partitioning of large-scale data based on spark framework. IEEE BigData (2016)
Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Overlap regulation for additive overlapping clustering methods. RCIS (2016)
Chiheb-Eddine Ben N'cir, Nadia Essoussi, Mohamed Limam
Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries. J. Classif. 32 (2) (2015)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Parallel K-prototypes for Clustering Big Data. ICCCI (2) (2015)
Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
MapReduce-based k-prototypes clustering method for big data. DSAA (2015)
Chiheb-Eddine Ben N'cir, Nadia Essoussi
Using Sequences of Words for Non-Disjoint Grouping of Documents. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Hela Masmoudi, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Identification de classes non-disjointes ayants des densités différentes. EGC (2014)
Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi
Generalization of c-means for identifying non-disjoint clusters with overlap regulation. Pattern Recognit. Lett. 45 (2014)
Amira Rezgui, Chiheb-Eddine Ben N'cir, Nadia Essoussi
Overlapping Clustering with Outliers Detection. ICPRAM (2014)
Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi
Généralisation des k-moyennes pour produire des recouvrements ajustables. EGC (2014)
Chiheb-Eddine Ben N'cir, Nadia Essoussi
On the Extension of k-Means for Overlapping Clustering - Average or Sum of Clusters' Representatives?. KDIR/KMIS (2013)
Haïfa Nakouri, Nadia Essoussi
A Model-driven Process for Data Transformation of Heterogeneous Data. MODELSWARD (2013)
Chiheb-Eddine Ben N'cir, Nadia Essoussi
Non-disjoint Cluster Analysis with Non-uniform Density. MIKE (2013)
Chiheb-Eddine Ben N'cir, Afef Zenned, Nadia Essoussi
Non-disjoint grouping of text documents based Word Sequence Kernel. EGC (2013)
Chiheb-Eddine Ben N'cir, Nadia Essoussi
Classification Recouvrante Basée sur les Méthodes à Noyau CoRR (2012)
Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand
Overlapping clustering based on kernel similarity metric CoRR (2012)
Sondes Fayech, Nadia Essoussi, Mohamed Limam
DM-pred Method: A New Method to Predict Secondary Structures Based on Data Mining Techniques. DEXA Workshops (2011)
Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand
Kernel Overlapping K-Means for Clustering in Feature Space. KDIR (2010)
Sondes Fayech, Nadia Essoussi, Mohamed Limam
Partitioning clustering algorithms for protein sequence data sets. BioData Min. 2 (2009)
Nadia Essoussi, Mohamed Ben Ahmed
Integrity Maintenance in a Warehouse Environment. DIWeb (2001)