Members

Wassim AYADI

 Identity:

Wassim AYADI

PhD Student in computer science

Member of research unit UTIC

E-mail : wassim.ayadi@fst.rnu.tn; ayadi@info.univ-angers.fr

Academic qualifications:

  • Subscription in PhD Thesis in Faculty of Sciences of Tunis in collaboration with University of Angers, France : 2008.
Subject:  Systematic and stochastic algorithms for biclustering of microarray data.<
  • Master in computer sciences (Faculty of Sciences of Tunis) : 2007.
Subject:  : A boolean approach to discover frequent itemsets based on Binary Decision Diagram.
  • Undergraduate Degree in Computer Science applied to Management (Higher Institute of Management of Tunis ) : 2004.

Research Topic:

  • Data mining
  • Bioinformatics

Publications:

1. Papers in International Journals:

  • W. Ayadi, M. Elloumi and J. K. Hao, A Biclustering Algorithm Based on a Bicluster Enumeration Tree : Application to DNA Microarray Data: BioData Mining, 2(1):9, 2009.
  • W. Ayadi, M. Elloumi, and J. K. Hao BicFinder: A Biclustering Algorithm for Microarray Data Analysis. To appear in Knowledge and Information Systems. Springer.

2. Book chapter:

  • W. Ayadi and M. Elloumi, Algorithms in Computational Molecular Biology: Techniques, Approaches and Applications, chapter Biclustering of Microarray Data. Wiley Book Series on Bioinformatics : Computational Techniques and Engineering, Wiley-Blackwell, John Wiley & Sons Ltd., New Jersey, USA (Publish.) : 2011.

3. Communications in International Conferences:

  • W. Ayadi, M. Elloumi, and J. K. Hao, Iterated Local Search for Biclustering of Microarray Data. In T. Dijkstra et al. (Eds.). PRIB 2010, Lecture Notes in Bioinformatics 6282: 211-221, 2010.
  • W. Ayadi and K. Arour. A novel parallel boolean approach for discovering frequent itemsets, in Proc. Seventh IEEE International Conference on Data Mining Workshops, p297-302, 2007.
  • W. Ayadi and K. Arour. A Binary Decision Diagram to discover low threshold support frequent itemsets, in Proc. 18th International Conference on Database and Expert Systems Applications, p509-513, 2007.
  • W. Ayadi, M. Elloumi, and J. K. Hao, An Iterated Local Search for Biclustering of Microarray Data. International Conference on Metaheuristics and Nature Inspired Computing (META 2010). October 27-31 2010.

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