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Sana Ben Hamida

23
Documents

Presentation

Sana Ben Hamida is an associate professor at Paris Nanterre University and an associate researcher at the computer science laboratory (LAMSADE) of Paris Dauphine University. Her main research topics are evolutionary algorithms, machine learning and related applications. Much of her work focuses on problems related to scaling evolutionary learning techniques for massive data. Sana Ben Hamida is also interested in the application of evolutionary algorithms to solve supervised and unsupervised learning problems in the fields of biology and biodiversity.

Publications

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

Marwa Ben M'Barek , Amel Borgi , Sana Ben Hamida , Marta Rukoz
14th International Conference on Software Technologies, Jul 2019, Prague, Czech Republic. pp.359-370, ⟨10.5220/0007836703590370⟩
Conference papers hal-02286178v1
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Genetic Programming over Spark for Higgs Boson Classification

Hmida Hmida , Sana Ben Hamida , Amel Borgi , Marta Rukoz
22nd International Conference Business Information Systems, Jun 2019, Seville, Spain. pp.300-312, ⟨10.1007/978-3-030-20485-3_23⟩
Conference papers hal-02286136v1
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Hierarchical Data Topology Based Selection for Large Scale Learning

Hmida Hmida , Sana Ben Hamida , Amel Borgi , Marta Rukoz
2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), Jul 2016, Toulouse, France. pp.1221-1226, ⟨10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0186⟩
Conference papers hal-02286148v1

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

Sana Ben Hamida , Marta Rukoz
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016 Intl IEEE Conferences), Jul 2016, Toulouse, France. pp.1206-1213, ⟨10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0184⟩
Conference papers hal-01448255v1

Hierarchical Data Topology Based Selection for Large Scale Learning

Hmida Hmida , Sana Ben Hamida , Amel Borgi , Marta Rukoz
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016 Intl IEEE Conferences), Jul 2016, Toulouse, France. pp.1221-1226, ⟨10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0186⟩
Conference papers hal-01448085v1
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Forecasting Financial Volatility Using Nested Monte Carlo Expression Discovery

Tristan Cazenave , Sana Ben Hamida
2015 IEEE Symposium Series on Computational Intelligence (SSCI), Dec 2015, Cape Town, France. pp.726-733, ⟨10.1109/SSCI.2015.110⟩
Conference papers hal-02476560v1
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Optimal Quantization : Evolutionary Algorithm vs Stochastic Gradient

Sana Ben Hamida , Moez Mrad
9th Joint Conference on Information Sciences, Oct 2006, Amsterdam, Netherlands. ⟨10.2991/jcis.2006.161⟩
Conference papers hal-02490713v1
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The need for improving the exploration operators for constrained optimization problems

Sana Ben Hamida , A. Petrowski
2000 Congress on Evolutionary Computation, Jul 2000, La Jolla, United States. pp.1176-1183, ⟨10.1109/CEC.2000.870781⟩
Conference papers hal-02490606v1
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An Adaptive Algorithm for constrained optimization problems

Sana Ben Hamida , Marc Schoenauer
PPSN 2000, Sep 2000, Paris, France
Conference papers inria-00001273v1

Evolutionary algorithms

Alain Petrowski , Sana Ben Hamida
ISTE Ltd, John Wiley & sons Volume 9, pp.236, 2017, Computer engineering series, metaheuristics set, Computer engineering series, metaheuristics set, 978-1-84821-804-8
Books hal-01677858v1

Evolutionary Algorithms

Alain Petrowski , Sana Ben Hamida
John Wiley & Sons, Ltd, 2017
Books hal-02091413v1

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

Hmida Hmida , Sana Ben Hamida , Amel Borgi , Marta Rukoz
Advances in Big Data: Proceedings of the 2nd INNS Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece, pp.50-60, 2016, ⟨10.1007/978-3-319-47898-2_6⟩
Book sections hal-01429907v1
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Sampling Methods in Genetic Programming Learners from Large Datasets: A Comparative Study

Hmida Hmida , Sana Ben Hamida , Amel Borgi , Marta Rukoz
Springer. Advances in Big Data, 529, pp.50-60, 2016, Advances in Intelligent Systems and Computing, 978-3-319-47897-5. ⟨10.1007/978-3-319-47898-2_6⟩
Book sections hal-02286097v1

Evolutionary algorithms

Alain Petrowski , Sana Ben Hamida
Metaheuristics, Springer, pp.115 - 178, 2016, 978-3-319-45401-6. ⟨10.1007/978-3-319-45403-0_6⟩
Book sections hal-01680390v1

Les algorithmes évolutionnaires

Alain Petrowski , Sana Ben Hamida
Métaheuristiques : recuit simulé, recherche avec tabous, recherche à voisinages variables, méthode GRASP, algorithmes évolutionnaires, fourmis artificielles, essaims particulaires et autres méthodes d'optimisation, Eyrolles, pp.115 - 173, 2014, Algorithmes, 978-2-212-13929-7
Book sections hal-01263350v1
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Dynamic Hedging using Generated Genetic Programming Implied Volatility Models

Sana Ben Hamida , Fathi Abid , Wafa Abdelmalek
Genetic Programming - New Approaches and Successful Applications, InTech, 2012, ⟨10.5772/48148⟩
Book sections hal-02490809v1