Issam Falih

According to our database, Issam Falih authored at least 20 papers between 2015 and 2023.

Collaborative distances:

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

2023

Étude comparative de méthodes de reconnaissance des émotions à partir d'expressions faciales.

Rim El Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

Hierarchical optimal transport for unsupervised domain adaptation.

Mourad El Hamri, Younès Bennani, Issam Falih

Mach. Learn., 2022

Collaborative Learning to Improve the Non-uniqueness of NMF.

Kaoutar Benlamine, Younès Bennani, Basarab Matei, Nistor Grozavu, Issam Falih

Int. J. Comput. Intell. Appl., 2022

A comparative study of emotion recognition methods using facial expressions.

Rim El Cheikh, Hélène Tran, Issam Falih, Engelbert Mephu Nguifo

CoRR, 2022

Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport.

Mourad El Hamri, Younès Bennani, Issam Falih

CoRR, 2022

Incremental Unsupervised Domain Adaptation Through Optimal Transport.

Mourad El Hamri, Younès Bennani, Issam Falih

Proceedings of the International Joint Conference on Neural Networks, 2022

When Domain Adaptation Meets Semi-supervised Learning Through Optimal Transport.

Mourad El Hamri, Younès Bennani, Issam Falih

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

L'ambiguïté dans la représentation des émotions : état de l'art des bases de données multimodales.

Hélène Tran, Lisa Brelet, Issam Falih, Xavier Goblet, Engelbert Mephu Nguifo

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Hierarchical Optimal Transport for Unsupervised Domain Adaptation.

Mourad El Hamri, Younès Bennani, Issam Falih, Hamid Ahaggach

CoRR, 2021

Label Propagation Through Optimal Transport.

Mourad El Hamri, Younès Bennani, Issam Falih

Proceedings of the International Joint Conference on Neural Networks, 2021

Inductive Semi-supervised Learning Through Optimal Transport.

Mourad El Hamri, Younès Bennani, Issam Falih

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2019

t-Distributed Stochastic Neighbor Embedding Spectral Clustering using higher order approximations.

Nicoleta Rogovschi, Sarah Zouinina, Basarab Matei, Issam Falih, Nistor Grozavu, Seiichi Ozawa

Aust. J. Intell. Inf. Process. Syst., 2019

2018

Attributed Network Clustering : Application to recommender systems. (Clustering dans les réseaux attribués : Application aux systèmes de recommandation).

Issam Falih

PhD thesis, 2018

Community detection in Attributed Network.

Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Topological multi-view clustering for collaborative filtering.

Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Collaborative Multi-View Attributed Networks Mining.

Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani, Basarab Matei

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

ANCA : Attributed Network Clustering Algorithm.

Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani

Proceedings of the Complex Networks & Their Applications VI, 2017

2015

A Recommendation System Based on Unsupervised Topological Learning.

Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Une approche centrée graine pour la détection de communautés dans les réseaux multiplexes.

Issam Falih, Manel Hmimida, Rushed Kanawati

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

MUNA: a Multiplex Network Analysis Library.

Issam Falih, Rushed Kanawati

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015