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Publication search results
found 46 matches
- 2022
- Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
Detection of Hot Topics Using Multi-view Text Clustering. iiWAS 2022: 548-558 - Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
An Overview of Multi-View Methods for Text Clustering. Machine Learning and Data Analytics for Solving Business Problems 2022: 141-164 - 2021
- Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
A parallel text clustering method using Spark and hashing. Computing 103(9): 2007-2031 (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): 15 (2021) - Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
Spark Based Text Clustering Method Using Hashing. DaWaK 2021: 137-142 - 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): 461-481 (2020) - Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
Self-Organizing Map for Multi-view Text Clustering. DaWaK 2020: 396-408 - Hiba Jridi, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
Parallel K-Prototypes Clustering with High Efficiency and Accuracy. DaWaK 2020: 380-395 - 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): 1950013:1-1950013:23 (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): 619-636 (2019) - Bochra Zaghdoudi, Waad Bouaguel, Nadia Essoussi:
A Distributed Multi-source Feature Selection Using Spark. AMLTA 2019: 312-320 - Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
Ensemble Method for Multi-view Text Clustering. ICCCI (1) 2019: 219-231 - Kenza Rziga, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
A New Spark Based K-Means Clustering with Data Removing Strategy. ICDEc 2019: 289-304 - Rania Saidi, Waad Bouaguel, Nadia Essoussi:
Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient. Machine Learning Paradigms 2019: 3-24 - 2018
- Maha Fraj, Mohamed Aymen Ben HajKacem, Nadia Essoussi:
A Novel Tweets Clustering Method using Word Embeddings. AICCSA 2018: 1-7 - Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi:
Feature Selection Using Genetic Algorithm for Big Data. AMLTA 2018: 352-361 - Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
Scalable Random Sampling K-Prototypes Using Spark. DaWaK 2018: 317-326 - Marwa El Abri, Philippe Leray, Nadia Essoussi:
DAPER Joint Learning from Partially Structured Graph Databases. ICDEc 2018: 129-138 - Ikram Abdelkhalek, Afef Ben Brahim, Nadia Essoussi:
A New Way of Handling Missing Data in Multi-source Classification Based on Adaptive Imputation. MEDI 2018: 125-136 - 2017
- Marwa El Abri, Philippe Leray, Nadia Essoussi:
Learning Probabilistic Relational Models with (Partially Structured) Graph Databases. AICCSA 2017: 256-263 - 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: 557-563 - Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
Overlapping Community Detection Method for Social Networks. ICDEc 2017: 143-151 - Chiheb-Eddine Ben N'cir, Nadia Essoussi:
New Overlap Measure for the Validation of Non-disjoint Partitioning. ICDEc 2017: 152-161 - 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: 1064-1069 - Wassila Jerbi, Afef Ben Brahim, Nadia Essoussi:
A Hybrid Embedded-Filter Method for Improving Feature Selection Stability of Random Forests. HIS 2016: 370-379 - Jamila Yazidi, Waad Bouaguel, Nadia Essoussi:
A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm. ICCCI (2) 2016: 418-425 - Mohamed Ismail Maiza, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
Overlap regulation for additive overlapping clustering methods. RCIS 2016: 1-6 - Mohamed Aymen Ben HajKacem, Chiheb-Eddine Ben N'cir, Nadia Essoussi:
An Accelerated MapReduce-Based K-prototypes for Big Data. STAF Workshops 2016: 13-25 - 2015
- 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): 176-211 (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): 1550013:1-1550013:20 (2015)
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