Personal information

    Goele Hollanders

  • Hasselt University (UH)
    Department WNI
    Agoralaan, gebouw D
    B-3590 Diepenbeek
    Belgium

    Office: D54
    Tel: +32 11 268295
    Fax: +32 11 268299
    E-mail: goele.hollanders@uhasselt.be


  • I graduated in 2005 as Computer Scientist on the transnational University of Limburg tUL. This is a cooperation between the University of Hasselt UH and the University of Maastricht UM. In October 2005, I joined Infolab where I am working on a PhD.

Research

  • identification
  • machine learning
  • datamining

    • The capacity to adapt in artificial and biological systems is the key word when a system has to maintain themselves in a changing environment. Natural evolution of living beings is a good example of this, but also the chemical organization in a cell is a good illustration. The concentration of proteins and other chemical substances in the cell change continuously as a function of internal and external factors. For a good understanding of the functioning of a cell, it is important to develop a model that describes this chemical composition as a dynamic system. The aim of my research is to infer such a model.

Publications

  • "Reconstruction of Flexible Gene-Protein Interaction Networks using Piecewise Linear Modeling and Robust Regression."
    R. Westra, G. Hollanders, G. Bex, M. Gyssens, K. Tuyls
    Workshop on Adaptation in Artificial and Biological Systems (AISB), April 2006
  • "Piecewise Linear Modeling of Gene-Protein Interaction Networks."
    R. Westra, G. Hollanders, G. Bex, M. Gyssens, K. Tuyls
    1st int. Workshop on Knowledge Discovery and Emergent Complexity in BioInformatics (KDECB), May 2006
    LNBI vol. 4366/2007, pp 157-170
  • "The Pattern Memory of Gene-Protein Networks."
    R. Westra, G. Hollanders, G. Bex, M. Gyssens, K. Tuyls
    AI Communications 2007, volume 20, pp. 297-311, nr 4.
  • "On Phase Transitions in Learning Sparse Networks."
    G. Hollanders, G. Bex, M. Gyssens, K. Tuyls, R. Westra
    LNAI 4701, pp. 591-599.
  • "Learning Sparse Networks From Poor Data."
    G. Hollanders, G. Bex, M. Gyssens, K. Tuyls, R. Westra
    Benelearn 2007, pp. 30-36.
  • "On Phase Transitions in Learning Sparse Networks."
    G. Hollanders, G. Bex, M. Gyssens, K. Tuyls, R. Westra
    BNAIC 2007, pp. 359-360.