SEGS

Publications


Trajkovski I., Lavrac N., Tolar J.
SEGS: Searching for Enriched Gene Sets in Microarray Data
[Paper]
Journal of Biomedical Informatics, 2008


Trajkovski I., Lavrac N.
Interpreting Gene Expression Data by Searching for Enriched Gene Sets
[Paper][Presentation]
Proceedings of the 11th Conference on Artificial Intelligence in Medicine,
AIME 07, Amsterdam, The Netherlands 2007
Springer Lecture Notes on Computer Science / LNCS


Trajkovski I., Lavrac N.
Efficient Generation of Biologically Relevant Enriched Gene Sets
[Paper][Presentation]
Proceedings of the International Symposium on Bioinformatics Research and Applications,
ISBRA 2007 Atlanta, USA 2007
Springer Lecture Notes on Bioinformatics / LNBI


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This work was continuation of our work on relational data mining of microarray data.
That work is described in following papers:

Trajkovski I., Zelezny F., Lavrac N., Tolar J.
Learning Relational Descriptions of Differentially Expressed Gene Groups
[Paper]
IEEE Transactions on Systems, Man, and Cybernetics,
special issue on Intelligent Computation for Bioinformatics
Publication Date: Jan. 2008, Volume: 38, Issue: 1, On page(s): 16-25, DOI: 10.1109/TSMCC.2007.906059


Trajkovski I., Zelezny F., Tolar J., Lavrac N.
Relational Subgroup Discovery for Descriptive Analysis of Microarray Data
[Paper][Presentation]
Proceedings of the International Symposium on Computational Life Science,
CompLife 06, Cambridge, UK 2006
Springer Lecture Notes on Bioinformatics / LNCS


Trajkovski I., Zelezny F., Tolar J., Lavrac N.
Relational Descriptive Analysis of Gene Expression Data
[Paper][Presentation]
Proceedings of the 3rd European Starting AI Researcher Symposium at the
17th European Conference on Artificial Intelligence,
ECAI 06, Riva del Garda, Italy 2006