Sana Ben Hamida

According to our database, Sana Ben Hamida authored at least 23 papers between 1999 and 2023.

Collaborative distances:

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

2023

ACTIVE SMOTE for Imbalanced Medical Data Classification.

Raul Sena, Sana Ben Hamida

Proceedings of the Advances in Information Systems, Artificial Intelligence and Knowledge Management, 2023

2021

Adaptive sampling for active learning with genetic programming.

Sana Ben Hamida, Hmida Hmida, Amel Borgi, Marta Rukoz

Cogn. Syst. Res., 2021

GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks.

Marwa Ben M'Barek, Sana Ben Hamida, Amel Borgi, Marta Rukoz

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Extending DEAP with Active Sampling for Evolutionary Supervised Learning.

Sana Ben Hamida, Ghita Benjelloun

Proceedings of the 16th International Conference on Software Technologies, 2021

Trends of Evolutionary Machine Learning to Address Big Data Mining.

Sana Ben Hamida, Ghita Benjelloun, Hmida Hmida

Proceedings of the Information and Knowledge Systems. Digital Technologies, Artificial Intelligence and Decision Making, 2021

2020

Generic GA-PPI-Net: Generic Evolutionary Algorithm to Detect Semantic and Topological Biological Communities.

Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz

Proceedings of the 15th International Conference on Software Technologies, 2020

Towards a Better Understanding of Genetic Operators for Ordering Optimization: Application to the Capacitated Vehicle Routing Problem.

Sana Ben Hamida, R. Gorsane, K. Gorsan Mestiri

Proceedings of the 15th International Conference on Software Technologies, 2020

Bi-Objective CSO for Big Data Scientific Workflows Scheduling in the Cloud: Case of LIGO Workflow.

Khadija Bousselmi, Sana Ben Hamida, Marta Rukoz

Proceedings of the 15th International Conference on Software Technologies, 2020

2019

GA-PPI-Net: A Genetic Algorithm for Community Detection in Protein-Protein Interaction Networks.

Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz

Proceedings of the Software Technologies - 14th International Conference, 2019

Genetic Algorithm to Detect Different Sizes' Communities from Protein-Protein Interaction Networks.

Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz

Proceedings of the 14th International Conference on Software Technologies, 2019

Genetic Programming over Spark for Higgs Boson Classification.

Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz

Proceedings of the Business Information Systems - 22nd International Conference, 2019

2018

Genetic Algorithm for Community Detection in Biological Networks.

Marwa Ben M'Barek, Amel Borgi, Walid Bedhiafi, Sana Ben Hamida

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Scale Genetic Programming for large Data Sets: Case of Higgs Bosons Classification.

Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

2016

Hierarchical Data Topology Based Selection for Large Scale Learning.

Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Tuning Active Sampling Techniques for Evolutionary Learner from Big Data Sets: Review and Discussion.

Sana Ben Hamida, Marta Rukoz

Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study.

Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz

Proceedings of the Advances in Big Data, 2016

2015

Forecasting Financial Volatility Using Nested Monte Carlo Expression Discovery.

Tristan Cazenave, Sana Ben Hamida

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2006

Optimal Quantization: Evolutionary Algorithm vs Stochastic Gradient.

Moez Mrad, Sana Ben Hamida

Proceedings of the 2006 Joint Conference on Information Sciences, 2006

2002

ASCHEA: new results using adaptive segregational constraint handling.

Sana Ben Hamida, Marc Schoenauer

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Algorithmes Evolutionnaires: Prise en compte des contraintes et Application Réelle. (Evolutionary Algorithms: Handling Constraints and Application).

Sana Ben Hamida

PhD thesis, 2001

2000

An Adaptive Algorithm for Constrained Optimization Problems.

Sana Ben Hamida, Marc Schoenauer

Proceedings of the Parallel Problem Solving from Nature, 2000

The need for improving the exploration operators for constrained optimization problems.

Sana Ben Hamida, Alain Pétrowski

Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999

Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile.

Sana Ben Hamida, Alain Racine, Marc Schoenauer

Proceedings of the Artificial Evolution, 4th European Conference, 1999