Personal information
Goele Hollanders
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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.
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Research
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identification
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machine learning
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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.
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Publications
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"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
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"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
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"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.
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"On Phase Transitions in Learning Sparse Networks."
G. Hollanders, G. Bex, M. Gyssens, K. Tuyls, R. Westra
LNAI 4701, pp. 591-599.
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"Learning Sparse Networks From Poor Data."
G. Hollanders, G. Bex, M. Gyssens, K. Tuyls, R. Westra
Benelearn 2007, pp. 30-36.
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"On Phase Transitions in Learning Sparse Networks."
G. Hollanders, G. Bex, M. Gyssens, K. Tuyls, R. Westra
BNAIC 2007, pp. 359-360.
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