Browsing Computational Biology and Bioinformatics by Author "Džeroski, Sašo"

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Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics

Džeroski, Sašo; Blockeel, Hendrik; Clare, Amanda; Leander, Schietgat; Struyf, Jan (2006)

Hierarchical multilabel classification (HMC) is a variant of classification where instances may belong to multiple classes organized in a hierarchy. The task is relevant for several application domains. This paper presents ...
Hierarchical Multi-classification with Predictive Clustering Trees in Functional Genomics

Clare, Amanda; Džeroski, Sašo; Struyf, Jan; Blockeel, Hendrik (2005)

This paper investigates how predictive clustering trees can be used to predict gene function in the genome of the yeast Saccharomyces cerevisiae. We consider the MIPS FunCat classification scheme, in which each gene is ...

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