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Sana Benhamida

Email : sana.mrabet@dauphine.fr

Tel : 01 44 05 44 05
Bureau : LAMSADE
Pole : Science des données
Status : Externe
Domaines de Recherche : Intelligence artificielle, algorithmes évolutionnaires, apprentissage automatique

Encadrement de these de doctorat :


  • Hmida Hmida : Extension des Programmes Génétiques pour l'apprentissage supervisé à partir de très larges Bases de Données (Big data) ( Début : 2015-04-01)
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Publications Dblp


  • Sana Ben Hamida, Wafa Abdelmalek, Fathi Abid
    Applying Dynamic Training-Subset Selection Methods Using Genetic Programming for Forecasting Implied Volatility.Computational Intelligence32(3) 2016:369-390

  • 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 2016:50-60

  • 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 2016:1206-1213

  • Hmida Hmida, Sana Ben Hamida, Amel Borgi, Marta Rukoz
    Hierarchical Data Topology Based Selection for Large Scale Learning.UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016:1221-1226

  • Tristan Cazenave, Sana Ben Hamida
    Forecasting Financial Volatility Using Nested Monte Carlo Expression Discovery.SSCI 2015:726-733

  • Wafa Abdelmalek, Sana Ben Hamida, Fathi Abid
    Selecting the Best Forecasting-Implied Volatility Model Using Genetic Programming.JAMDS2009 2009:179230:1-179230:19

  • Moez Mrad, Sana Ben Hamida
    Optimal Quantization: Evolutionary Algorithm vs Stochastic Gradient.JCIS 2006:

  • Sana Ben Hamida, Marc Schoenauer
    An Adaptive Algorithm for Constrained Optimization Problems.PPSN 2000:529-538

  • Sana Ben Hamida, Alain Racine, Marc Schoenauer
    Two Evolutionary Approaches to Design Phase Plate for Tailoring Focal-Plane Irradiance Profile.Artificial Evolution 1999:266-276



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