Nadia Essoussi

48 papers B 6C 9Journal 12Unranked 19

Year	Rank	Type	Title / Venue / Authors
2024	C	`conf`	Explainable Ensemble Machine Learning Method for Credit Risk Classification. INISTA Sirine Ben Ghozzi, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2024	J	`jnl`	Multi-view subspace text clustering. J. Intell. Inf. Syst. Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2022	—	`ch.`	An Overview of Multi-View Methods for Text Clustering. Machine Learning and Data Analytics for Solving Business Problems Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2022	C	`conf`	Detection of Hot Topics Using Multi-view Text Clustering. iiWAS Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2021	J	`jnl`	A parallel text clustering method using Spark and hashing. Computing Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2021	J	`jnl`	Disjoint and Non-Disjoint Community Detection with Control of Overlaps Between Communities. SN Comput. Sci. Chiheb-Eddine Ben N'cir, Mohamed Ismail Maiza, Waad Bouaguel, Nadia Essoussi
2021	B	`conf`	Spark Based Text Clustering Method Using Hashing. DaWaK Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2020	J	`jnl`	On the use of ensemble method for multi view textual data. J. Inf. Telecommun. Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2020	B	`conf`	Parallel K-Prototypes Clustering with High Efficiency and Accuracy. DaWaK Hiba Jridi, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2020	B	`conf`	Self-Organizing Map for Multi-view Text Clustering. DaWaK Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2019	—	`conf`	A Distributed Multi-source Feature Selection Using Spark. AMLTA Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi
2019	—	`conf`	A New Spark Based K-Means Clustering with Data Removing Strategy. ICDEc Kenza Rziga, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2019	—	`conf`	Ensemble Method for Multi-view Text Clustering. ICCCI (1) Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2019	—	`ch.`	Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient. Machine Learning Paradigms Rania Saidi, Waad Bouaguel, Nadia Essoussi
2019	J	`jnl`	One-pass MapReduce-based clustering method for mixed large scale data. J. Intell. Inf. Syst. Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2019	J	`jnl`	STiMR k-Means: An Efficient Clustering Method for Big Data. Int. J. Pattern Recognit. Artif. Intell. Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2018	C	`conf`	A New Way of Handling Missing Data in Multi-source Classification Based on Adaptive Imputation. MEDI Ikram Abdelkhalek, Afef Ben Brahim, Nadia Essoussi
2018	C	`conf`	A Novel Tweets Clustering Method using Word Embeddings. AICCSA Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi
2018	—	`conf`	DAPER Joint Learning from Partially Structured Graph Databases. ICDEc Marwa El Abri, Philippe Leray, Nadia Essoussi
2018	—	`conf`	Feature Selection Using Genetic Algorithm for Big Data. AMLTA Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi
2018	B	`conf`	Scalable Random Sampling K-Prototypes Using Spark. DaWaK Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2017	C	`conf`	KP-S: A Spark-Based Design of the K-Prototypes Clustering for Big Data. AICCSA Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2017	C	`conf`	Learning Probabilistic Relational Models with (Partially Structured) Graph Databases. AICCSA Marwa El Abri, Philippe Leray, Nadia Essoussi
2017	—	`conf`	New Overlap Measure for the Validation of Non-disjoint Partitioning. ICDEc Chiheb-Eddine Ben N'cir, Nadia Essoussi
2017	—	`conf`	Overlapping Community Detection Method for Social Networks. ICDEc Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2016	C	`conf`	A Hybrid Embedded-Filter Method for Improving Feature Selection Stability of Random Forests. HIS Wassila Jerbi, Afef Ben Brahim, Nadia Essoussi
2016	—	`conf`	A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm. ICCCI (2) Jamila Yazidi, Waad Bouaguel, Nadia Essoussi
2016	—	`conf`	An Accelerated MapReduce-Based K-prototypes for Big Data. STAF Workshops Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2016	B	`conf`	Overlap regulation for additive overlapping clustering methods. RCIS Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2016	—	`conf`	Parallel clustering method for non-disjoint partitioning of large-scale data based on spark framework. IEEE BigData Abir Zayani, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2015	J	`jnl`	Kernel-Based Methods to Identify Overlapping Clusters with Linear and Nonlinear Boundaries. J. Classif. Chiheb-Eddine Ben N'cir, Nadia Essoussi, Mohamed Limam
2015	B	`conf`	MapReduce-based k-prototypes clustering method for big data. DSAA Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2015	—	`conf`	Parallel K-prototypes for Clustering Big Data. ICCCI (2) Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2015	J	`jnl`	Using Sequences of Words for Non-Disjoint Grouping of Documents. Int. J. Pattern Recognit. Artif. Intell. Chiheb-Eddine Ben N'cir, Nadia Essoussi
2014	J	`jnl`	Generalization of c-means for identifying non-disjoint clusters with overlap regulation. Pattern Recognit. Lett. Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi
2014	—	`conf`	Généralisation des k-moyennes pour produire des recouvrements ajustables. EGC Chiheb-Eddine Ben N'cir, Guillaume Cleuziou, Nadia Essoussi
2014	—	`conf`	Identification de classes non-disjointes ayants des densités différentes. EGC Hela Masmoudi, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2014	C	`conf`	Overlapping Clustering with Outliers Detection. ICPRAM Amira Rezgui, Chiheb-Eddine Ben N'cir, Nadia Essoussi
2013	C	`conf`	A Model-driven Process for Data Transformation of Heterogeneous Data. MODELSWARD Haïfa Nakouri, Nadia Essoussi
2013	—	`conf`	Non-disjoint Cluster Analysis with Non-uniform Density. MIKE Chiheb-Eddine Ben N'cir, Nadia Essoussi
2013	—	`conf`	Non-disjoint grouping of text documents based Word Sequence Kernel. EGC Chiheb-Eddine Ben N'cir, Afef Zenned, Nadia Essoussi
2013	—	`conf`	On the Extension of k-Means for Overlapping Clustering - Average or Sum of Clusters' Representatives?. KDIR/KMIS Chiheb-Eddine Ben N'cir, Nadia Essoussi
2012	J	`jnl`	Classification Recouvrante Basée sur les Méthodes à Noyau CoRR Chiheb-Eddine Ben N'cir, Nadia Essoussi
2012	J	`jnl`	Overlapping clustering based on kernel similarity metric CoRR Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand
2011	—	`conf`	DM-pred Method: A New Method to Predict Secondary Structures Based on Data Mining Techniques. DEXA Workshops Sondes Fayech, Nadia Essoussi, Mohamed Limam
2010	—	`conf`	Kernel Overlapping K-Means for Clustering in Feature Space. KDIR Chiheb-Eddine Ben N'cir, Nadia Essoussi, Patrice Bertrand
2009	J	`jnl`	Partitioning clustering algorithms for protein sequence data sets. BioData Min. Sondes Fayech, Nadia Essoussi, Mohamed Limam
2001	—	`conf`	Integrity Maintenance in a Warehouse Environment. DIWeb Nadia Essoussi, Mohamed Ben Ahmed