Sana Ben Hamida

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 22

Top Topics

Genetic Programming

Active Sampling

Protein Interaction

Top Venues

Publications

Sameh Ben Hamida, Sana Ben Hamida, Ahmed Snoun, Olfa Jemai, Abderrazek Jemai
The influence of dropout and residual connection against membership inference attacks on transformer model: a neuro generative disease case study. Multim. Tools Appl. 83 (6) (2024)
Raul Sena, Sana Ben Hamida
ACTIVE SMOTE for Imbalanced Medical Data Classification. ICIKS (2023)
Sana Ben Hamida, Hichem Mrabet, Abderrazak Jemai
How Differential Privacy Reinforces Privacy of Machine Learning Models? ICCCI (CCIS Volume) (2022)
Sana Ben Hamida, Ghita Benjelloun, Hmida Hmida
Trends of Evolutionary Machine Learning to Address Big Data Mining. ICIKS (2021)
Sana Ben Hamida, Hmida Hmida, Amel Borgi, Marta Rukoz
Adaptive sampling for active learning with genetic programming. Cogn. Syst. Res. 65 (2021)
Sana Ben Hamida, Ghita Benjelloun
Extending DEAP with Active Sampling for Evolutionary Supervised Learning. ICSOFT (2021)
Marwa Ben M'Barek, Sana Ben Hamida, Amel Borgi, Marta Rukoz
GA-PPI-Net Approach vs Analytical Approaches for Community Detection in PPI Networks. KES (2021)
Sana Ben Hamida, Wafa Abdelmalek, Fathi Abid
Applying Dynamic Training-Subset Selection Methods Using Genetic Programming for Forecasting Implied Volatility. CoRR (2020)
Sana Ben Hamida, R. Gorsane, K. Gorsan Mestiri
Towards a Better Understanding of Genetic Operators for Ordering Optimization: Application to the Capacitated Vehicle Routing Problem. ICSOFT (2020)
Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz
Generic GA-PPI-Net: Generic Evolutionary Algorithm to Detect Semantic and Topological Biological Communities. ICSOFT (2020)
Khadija Bousselmi, Sana Ben Hamida, Marta Rukoz
Bi-Objective CSO for Big Data Scientific Workflows Scheduling in the Cloud: Case of LIGO Workflow. ICSOFT (2020)
Fathi Abid, Wafa Abdelmalek, Sana Ben Hamida
Dynamic Hedging using Generated Genetic Programming Implied Volatility Models. CoRR (2020)
Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz
Genetic Algorithm to Detect Different Sizes' Communities from Protein-Protein Interaction Networks. ICSOFT (2019)
Marwa Ben M'Barek, Amel Borgi, Sana Ben Hamida, Marta Rukoz
GA-PPI-Net: A Genetic Algorithm for Community Detection in Protein-Protein Interaction Networks. ICSOFT (Selected Papers) (2019)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Genetic Programming over Spark for Higgs Boson Classification. BIS (1) (2019)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Scale Genetic Programming for large Data Sets: Case of Higgs Bosons Classification. KES (2018)
Marwa Ben M'Barek, Amel Borgi, Walid Bedhiafi, Sana Ben Hamida
Genetic Algorithm for Community Detection in Biological Networks. KES (2018)
Sana Ben Hamida, Marta Rukoz
Tuning Active Sampling Techniques for Evolutionary Learner from Big Data Sets: Review and Discussion. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Hierarchical Data Topology Based Selection for Large Scale Learning. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Sana Ben Hamida, Wafa Abdelmalek, Fathi Abid
Applying Dynamic Training-Subset Selection Methods Using Genetic Programming for Forecasting Implied Volatility. Comput. Intell. 32 (3) (2016)
Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study. INNS Conference on Big Data (2016)
Tristan Cazenave, Sana Ben Hamida
Forecasting Financial Volatility Using Nested Monte Carlo Expression Discovery. SSCI (2015)
Wafa Abdelmalek, Sana Ben Hamida, Fathi Abid
Selecting the Best Forecasting-Implied Volatility Model Using Genetic Programming. Adv. Decis. Sci. 2009 (2009)
Moez Mrad, Sana Ben Hamida
Optimal Quantization: Evolutionary Algorithm vs Stochastic Gradient. JCIS (2006)
Sana Ben Hamida, Marc Schoenauer
ASCHEA: new results using adaptive segregational constraint handling. IEEE Congress on Evolutionary Computation (2002)
Sana Ben Hamida, Alain Pétrowski
The need for improving the exploration operators for constrained optimization problems. CEC (2000)
Sana Ben Hamida, Marc Schoenauer
An Adaptive Algorithm for Constrained Optimization Problems. PPSN (2000)
Sana Ben Hamida, Alain Racine, Marc Schoenauer
Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile. Artificial Evolution (1999)