Publications

Livre et chapitres d'ouvrages

Evolutionary Algorithms - Alain Petrowski Sana Ben-Hamida - Metaheuristics Set, ISBN 978-1-84821-804-8, Wiley-ISTE 2017

Ben Hamida S. (2016) Extension of Evolutionary Algorithms to Constrained Optimization. In Siarry P. (eds) Metaheuristics (pp. 329-356). Springer, Cham.

Petrowski A., Ben Hamida S. (2016) Evolutionary Algorithms. In: Siarry P. (eds) Metaheuristics. Springer, Cham.

Adaptive sampling for active learning with genetic programming Sana Ben Hamida, Hmida Hmida, Amel Borgi, Marta Rukoz - Cognitive Systems Research 65, p 23-39 - 2021.
Trends of Evolutionary Machine Learning to Address Big Data Mining Sana Ben Hamida, Ghita Benjelloun, Hmida Hmida - International Conference on Information and Knowledge Systems, 2021

Artificial Intelligence and Decision Making. Lecture Notes in Business Information Processing, vol 425. Springer

GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks Ben M’barek Marwa, Sana Ben Hamida, Amel Borgi, Marta Rukoz - Procedia Computer Science 192, p 903-912 - 2021.

Extending DEAP with Active Sampling for Evolutionary Supervised Learning Sana Ben Hamida, Ghita Benjelloun, ICSOFT 2021, p 574--582
Generic GA-PPI-Net: Generic Evolutionary Algorithm to detect semantic and topological biological communities - Marwa Ben M’Barek, Amel Borgi, Sana Ben Hmida, Marta Rukoz - 15th International Conference on Software Technologies ICSOFT 2020, p 295-306.
Bi-objective CSO for Big Data Scientific Workflows scheduling in the Cloud: case of LIGO workflow -Khadija Bousselmi, Sana Ben Hamida, Marta Rukoz -5th International Conference on Software Technologies ICSOFT 2020, p 615-624.