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Les dernières publications

Active Learning of Constraints for Weighted Feature Selection

S. Hijazi, M. Kalakech, D. Hamad, A. Kalakech
Journal of Advances in Data Analysis and Classification. Accepted with minor revision.

Dynamic Partitioning of Transportation Network using Evolutionary Spectral Clustering

Pamela Al Alam, Denis Hamad, Joseph Constantin, Ibtissam Constantin, and Youssef Zaatar
International Conference on Smart Applications and Data Analysis for Smart Cyber-Physical Systems (SADASC’20), in Marrakesh - Morocco, March 25-27, 2020.

Spectral clustering: incremental and evolutionary algorithms

Pamela Al Alam, Joseph Constantin and Denis Hamad
Mathematical Modeling of Complex Systems (M2CS) FST - Cadi Ayyad University, Marrakech - Morocco, 13 - 16 April 2020.

Evolutionary spectral clustering algorithm for dynamic partitioning of transportation network.

P. Al Alam, D. Hamad, J. Constantin, I. Constantin, Y. Zaatar
Conference Pattern Recognition and Tracking XXXI, Symposium: SPIE Defense + Commercial Sensing, Anaheim, California United States, 26 - 30 April 2020.

Incremental and evolutionary clustering-based graphs: application to traffic congestion

Denis Hamad and Pamela Al Alam
Tutorial in the International Conference on Smart Applications and Data Analysis for Smart Cyber-Physical Systems (SADASC’20), in Marrakesh - Morocco, March 25-27, 2020.

A multi-level smart monitoring system by combining an e-nose and image processing for early detection of FAW pest in Agriculture

INTERSOL 2020 - 4th EAI International Conference on Innovations and Interdisciplinary Solutions for Underserved Areas,17-19,Nairobi , Kenya, 2020
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Supporting Multiple Cooperative Applications through Vehicle-to-Vehicle Communications

Accepted at the Global Information Infrastructure and Networking Symposium (GIIS 2019), Paris, 2019

Towards A Smart farming for early detection of fall armyworm pest

Manhougbé Probus A. F. Kiki, S. Arnaud R. M. Ahouandjinou, Kokou M. Assogba
IEEE international Conference on Smart Applications, Communications and Networking, December 17-19; 2019,-Sharm El Sheikh, Egypt, SmartNets 2019.
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Fitness landscapes analysis and adaptative algorithms design for traffic lights optimization on SIALAC benchmark

F.Leprêtre, C.Fonlupt, S.Verel, V.Marion, R.Armas, H.Aguirre, K.Tanaka
Applied Soft Computing, Vol.85, Dec 2019
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Investigating the plausibility of a PMF source apportionment solution derived using a small dataset: A case study from a receptor in a rural site in Apulia - South East Italy

Mark M. Scerri, Alessandra Genga, Silvana Iacobellis, Gilles Delmaire, Maria Siciliano, Tiziana Siciliano, Stephan Weinbruch
Chemosphere 236, 124376, Elsevier (2019)
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Combinatorial Surrogate-Assisted Optimization for Bus Stops Spacing Problem

F.Leprêtre, C.Fonlupt, S.Verel, V.Marion
Conférence EA, Mulhouse, Oct. 2019
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Secure Encryption by Combining Asymmetric and Symmetric Cryptographic Method for Data Collection WSN in smart Agriculture

Adoté François-Xavier Ametepe, Arnaud S. R. M. Ahouandjinou, Eugène C. Ezin
5th IEEE International Smart Cities Conference (ISC2 2019) will be held in Casablanca, Morocco, October 14 – 17, 2019.
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Fast & furious: accelerating weighted NMF using random projections

F. Yahaya, M. Puigt, G. Delmaire, G. Roussel
Workshop on Low-Rank Models and Applications (LRMA), Mons, Belgium, Sept. 2019

How to Apply Random Projections to Nonnegative Matrix Factorization with Missing Entries?

F. Yahaya, M. Puigt, G. Delmaire, G. Roussel
To appear in the Proc. of EUSIPCO, Sept. 2019, A Coruña, Spain

Accélération de la factorisation pondérée en matrices non-négatives par projections aléatoires

F. Yahaya, M. Puigt, G. Delmaire, G. Roussel
à paraître dans les Actes du GRETSI, Août 2019, Lille

Walsh Functions as Surrogate Model for Pseudo-Boolean Optimization Problems

F.Leprêtre, S.Verel, C.Fonlupt, V.Marion
GECCO 2019, July 2019, Prague
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Estimation de l’attitude d’un véhicule à partir d’un système de fusion multi-capteurs basé sur le filtrage particulaire

Congrès National de la Recherche en IUT (CNRIUT'2019), Toulon, France, 6-7 juin 2019

Véhicules coopératifs et communicants : application à la perception élargie

Lucas Rivoirard, Martine Wahl, Patrick Sondi
RFTM 2019, 2èmes Rencontres Francophones Transport Mobilité, Montréal, CANADA, juin 2019

Graph based Feature Selection

Denis Hamad
Plenary conference in SMC'19: New Challenges in Data Science, Moroccan Classification Society, March 28-29, 2019, Kenitra –Morocco.
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Sparse and online null proximal discriminant analysis for one class learning in large-scale datasets

Franck Dufrenois, Denis Hamad
International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 14-19, 2019.
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