Nadia Essoussi

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Overview of Scalable Partitional Methods for Big Data Clustering

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2018, Clustering Methods for Big Data Analytics.

Spark-Based Design of Clustering Using Particle Swarm Optimization

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Mariem Moslah, 2019 .

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

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

Overlapping Patterns Recognition with Linear and Non-Linear Separations using Positive Definite Kernels

Nadia Essoussi, Chiheb-Eddine Ben N'cir, 2012 .

Overlap regulation for additive overlapping clustering methods

Nadia Essoussi, Chiheb-Eddine Ben N'cir, Mohamed Ismail Maiza, 2016, 2016 IEEE Tenth International Conference on Research Challenges in Information Science (RCIS).

Identification de classes non-disjointes ayants des densités différentes

Hela Masmoudi, Nadia Essoussi, Chiheb-Eddine Ben N'cir, 2014, EGC.

A comparison of four pair-wise sequence alignment methods

Nadia Essoussi, Sondes Fayech, 2007, Bioinformation.

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

Nadia Essoussi, Bouaguel Waad, Rania Saidi, 2018, Machine Learning Paradigms.

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

Nadia Essoussi, Afef Ben Brahim, Ikram Abdelkhalek, 2018, MEDI.

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

Nadia Essoussi, Mohamed Limam, Sondes Fayech, 2011, 2011 22nd International Workshop on Database and Expert Systems Applications.

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

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2019, Journal of Intelligent Information Systems.

Scalable Random Sampling K-Prototypes Using Spark

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2018, DaWaK.

A Novel Tweets Clustering Method using Word Embeddings

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Maha Fraj, 2018, 2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA).

A Model-driven Process for Data Transformation of Heterogeneous Data

Nadia Essoussi, Haïfa Nakouri, 2013, MODELSWARD.

Overview of Overlapping Partitional Clustering Methods

Nadia Essoussi, Guillaume Cleuziou, Chiheb-Eddine Ben N'cir, 2015 .

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

Nadia Essoussi, Afef Ben Brahim, Wassila Jerbi, 2016, HIS.

Généralisation des k-moyennes pour produire des recouvrements ajustables

Nadia Essoussi, Guillaume Cleuziou, Chiheb-Eddine Ben N'cir, 2014, EGC.

Learning Probabilistic Relational Models with (Partially Structured) Graph Databases

Nadia Essoussi, Philippe Leray, Marwa El Abri, 2017, 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications (AICCSA).

Non-disjoint Cluster Analysis with Non-uniform Density

Nadia Essoussi, Chiheb-Eddine Ben N'cir, 2013, MIKE.

Parallel K-Prototypes Clustering with High Efficiency and Accuracy

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Hiba Jridi, 2020, DaWaK.

A New Method to Predict Secondary Structures Based on Data Mining Techniques

Nadia Essoussi, Mohamed Limam, Sondes Fayech, 2011 .

Comparison of Phylogenetic Trees of Multiple Protein Sequence Alignment Methods

Nadia Essoussi, Mohamed Limam, Khaddouja Boujenfa, 2008 .

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

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2019, Int. J. Pattern Recognit. Artif. Intell..

An Accelerated MapReduce-Based K-prototypes for Big Data

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2016, STAF Workshops.

Classification Recouvrante Basée sur les Méthodes à Noyau pdf

Nadia Essoussi, Chiheb-Eddine Ben N'cir, 2012, ArXiv.

Spark Based Text Clustering Method Using Hashing

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2021, DaWaK.

Spark Based Intrusion Detection System Using Practical Swarm Optimization Clustering

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Mariem Moslah, 2021 .

A parallel text clustering method using Spark and hashing

Nadia Essoussi, Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, 2021, Computing.