Sana Ben Hamida

26
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Publications

Image document

Random Forest Classifier for Marine Biodiversity Analysis

Houria Braikia , Sana Ben Hamida , Marta Rukoz
2024 International Conference on Intelligent Systems and Computer Vision (ISCV), May 2024, Fez, France. pp.1-8, ⟨10.1109/ISCV60512.2024.10620111⟩
Communication dans un congrès hal-04673568 v1
Image document

ACTIVE SMOTE for Imbalanced Medical Data Classification

Raul Sena , Sana Ben Hamida
International Conference on Information and Knowledge Systems, Inès Saad, Camille Rosenthal-Sabroux, Faiez Gargouri, Salem Chakhar, Nigel Williams, Ella Haig, Jun 2023, Portsmouth, United Kingdom. pp.81-97, ⟨10.1007/978-3-031-51664-1_6⟩
Communication dans un congrès hal-04462505 v1
Image document

Extending DEAP with Active Sampling for Evolutionary Supervised Learning

Sana Ben Hamida , Ghita Benjelloun
Proceedings of the 16th International Conference on Software Technologies, ICSOFT 2021, Aug 2021, Online Streaming, France
Communication dans un congrès hal-03363085 v1
Image document

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⟩
Communication dans un congrès hal-02286178 v1
Image document

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⟩
Communication dans un congrès hal-02286136 v1
Image document

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⟩
Communication dans un congrès hal-02286148 v1

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⟩
Communication dans un congrès hal-01448255 v1
Image document

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⟩
Communication dans un congrès hal-02476560 v1
Image document

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⟩
Communication dans un congrès hal-02490713 v1
Image document

An Adaptive Algorithm for constrained optimization problems

Sana Ben Hamida , Marc Schoenauer
PPSN 2000, Sep 2000, Paris, France
Communication dans un congrès inria-00001273 v1
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The need for improving the exploration operators for constrained optimization problems

Sana Ben Hamida , Alain Petrowski
2000 Congress on Evolutionary Computation, Jul 2000, La Jolla, United States. pp.1176-1183, ⟨10.1109/CEC.2000.870781⟩
Communication dans un congrès hal-02490606 v1

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
Ouvrages hal-01677858 v1

Evolutionary Algorithms

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

Algorithm vs Processing Manipulation to Scale Genetic Programming to Big Data Mining

Sana Ben Hamida , Hmida Hmida
Metaheuristics for Machine Learning, pp.179-199, 2023, ⟨10.1007/978-981-19-3888-7_7⟩
Chapitre d'ouvrage hal-04669411 v1

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⟩
Chapitre d'ouvrage hal-01680390 v1
Image document

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⟩
Chapitre d'ouvrage hal-02286097 v1

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
Chapitre d'ouvrage hal-01263350 v1
Image document

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⟩
Chapitre d'ouvrage hal-02490809 v1