Nadia Essoussi

According to our database, Nadia Essoussi authored at least 47 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explainable Ensemble Machine Learning Method for Credit Risk Classification.

Sirine Ben Ghozzi, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2024

2022

An Overview of Multi-View Methods for Text Clustering.

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the Machine Learning and Data Analytics for Solving Business Problems: Methods, 2022

Detection of Hot Topics Using Multi-view Text Clustering.

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the Information Integration and Web Intelligence, 2022

2021

Disjoint and Non-Disjoint Community Detection with Control of Overlaps Between Communities.

Chiheb-Eddine Ben N'cir, Mohamed Ismail Maiza, Waad Bouaguel, Nadia Essoussi

SN Comput. Sci., 2021

A parallel text clustering method using Spark and hashing.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Computing, 2021

Spark Based Text Clustering Method Using Hashing.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2021

2020

On the use of ensemble method for multi view textual data.

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi

J. Inf. Telecommun., 2020

Parallel K-Prototypes Clustering with High Efficiency and Accuracy.

Hiba Jridi, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

Self-Organizing Map for Multi-view Text Clustering.

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

2019

Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient.

Rania Saidi, Waad Bouaguel, Nadia Essoussi

Proceedings of the Machine Learning Paradigms: Theory and Application, 2019

One-pass MapReduce-based clustering method for mixed large scale data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

J. Intell. Inf. Syst., 2019

STiMR k-Means: An Efficient Clustering Method for Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Int. J. Pattern Recognit. Artif. Intell., 2019

A New Spark Based K-Means Clustering with Data Removing Strategy.

Kenza Rziga, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2019

Ensemble Method for Multi-view Text Clustering.

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

A Distributed Multi-source Feature Selection Using Spark.

Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

2018

A New Way of Handling Missing Data in Multi-source Classification Based on Adaptive Imputation.

Ikram Abdelkhalek, Afef Ben Brahim, Nadia Essoussi

Proceedings of the Model and Data Engineering - 8th International Conference, 2018

DAPER Joint Learning from Partially Structured Graph Databases.

Marwa El Abri, Philippe Leray, Nadia Essoussi

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2018

Scalable Random Sampling K-Prototypes Using Spark.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

Feature Selection Using Genetic Algorithm for Big Data.

Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018

A Novel Tweets Clustering Method using Word Embeddings.

Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi

Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017

New Overlap Measure for the Validation of Non-disjoint Partitioning.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2017

Overlapping Community Detection Method for Social Networks.

Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Digital Economy. Emerging Technologies and Business Innovation, 2017

KP-S: A Spark-Based Design of the K-Prototypes Clustering for Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

Learning Probabilistic Relational Models with (Partially Structured) Graph Databases.

Marwa El Abri, Philippe Leray, Nadia Essoussi

Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016

An Accelerated MapReduce-Based K-prototypes for Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Software Technologies: Applications and Foundations, 2016

Overlap regulation for additive overlapping clustering methods.

Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm.

Jamila Yazidi, Waad Bouaguel, Nadia Essoussi

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

A Hybrid Embedded-Filter Method for Improving Feature Selection Stability of Random Forests.

Wassila Jerbi, Afef Ben Brahim, Nadia Essoussi

Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016

Parallel clustering method for non-disjoint partitioning of large-scale data based on spark framework.

Abir Zayani, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Using Sequences of Words for Non-Disjoint Grouping of Documents.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Int. J. Pattern Recognit. Artif. Intell., 2015

Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries.

Chiheb-Eddine Ben N'cir, Nadia Essoussi, Mohamed Limam

J. Classif., 2015

Parallel K-prototypes for Clustering Big Data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

MapReduce-based k-prototypes clustering method for big data.

Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Generalization of c-means for identifying non-disjoint clusters with overlap regulation.

Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi

Pattern Recognit. Lett., 2014

Overlapping Clustering with Outliers Detection.

Amira Rezgui, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the ICPRAM 2014, 2014

Généralisation des k-moyennes pour produire des recouvrements ajustables.

Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Identification de classes non-disjointes ayants des densités différentes.

Hela Masmoudi, Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

A Model-driven Process for Data Transformation of Heterogeneous Data.

Haïfa Nakouri, Nadia Essoussi

Proceedings of the MODELSWARD 2013 - Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development, Barcelona, Spain, 19, 2013

Non-disjoint Cluster Analysis with Non-uniform Density.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the Mining Intelligence and Knowledge Exploration, 2013

On the Extension of k-Means for Overlapping Clustering - Average or Sum of Clusters' Representatives?.

Chiheb-Eddine Ben N'cir, Nadia Essoussi

Proceedings of the KDIR/KMIS 2013 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing, Vilamoura, Algarve, Portugal, 19, 2013

Non-disjoint grouping of text documents based Word Sequence Kernel.

Chiheb-Eddine Ben N'cir, Afef Zenned, Nadia Essoussi

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

Overlapping clustering based on kernel similarity metric

Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand

CoRR, 2012

Classification Recouvrante Basée sur les Méthodes à Noyau

Chiheb-Eddine Ben N'cir, Nadia Essoussi

CoRR, 2012

2011

DM-pred Method: A New Method to Predict Secondary Structures Based on Data Mining Techniques.

Sondes Fayech, Nadia Essoussi, Mohamed Limam

Proceedings of the 2011 Database and Expert Systems Applications, 2011

2010

Kernel Overlapping K-Means for Clustering in Feature Space.

Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand

Proceedings of the KDIR 2010, 2010

2009

Partitioning clustering algorithms for protein sequence data sets.

Sondes Fayech, Nadia Essoussi, Mohamed Limam

BioData Min., 2009

2001

Integrity Maintenance in a Warehouse Environment.

Nadia Essoussi, Mohamed Ben Ahmed

Proceedings of the First International Workshop on Data Integration over the Web, 2001