MLSB

Keyphrases

Publications

2010

Matteo Ré, Giorgio Valentini
Simple ensemble methods are competitive with state-of-the-art data integration methods for gene function prediction. MLSB (2010)
Ivica Slavkov, Bernard Zenko, Saso Dzeroski
Evaluation Method for Feature Rankings and their Aggregations for Biomarker Discovery. MLSB (2010)
Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, Tapio Salakoski
A comparison of AUC estimators in small-sample studies. MLSB (2010)
Nicolò Cesa-Bianchi, Giorgio Valentini
Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction. MLSB (2010)
Gábor Hullám, Peter Antal, Csaba Szalai, András Falus
Evaluation of a Bayesian model-based approach in GA studies. MLSB (2010)
Lan Umek, Petra Kaferle, Mojca Mattiazzi, Ales Erjavec, Crtomir Gorup, Tomaz Curk, Uros Petrovic, Blaz Zupan
A Subgroup Discovery Approach for Relating Chemical Structure and Phenotype Data in Chemical Genomics. MLSB (2010)
Zerrin Isik, Volkan Atalay, Rengül Çetin-Atalay
Evaluation of Signaling Cascades Based on the Weights from Microarray and ChIP-seq Data. MLSB (2010)
Malik Sajjad Ahmed Nadeem, Jean-Daniel Zucker, Blaise Hanczar
Accuracy-Rejection Curves (ARCs) for Comparing Classification Methods with a Reject Option. MLSB (2010)
Minca Mramor, Marko Toplak, Gregor Leban, Tomaz Curk, Janez Demsar, Blaz Zupan
On utility of gene set signatures in gene expression-based cancer class prediction. MLSB (2010)
Saso Dzeroski, Pierre Geurts, Juho Rousu
Preface. MLSB (2010)
Yvan Saeys, Sofie Van Landeghem, Yves Van de Peer
Event based text mining for integrated network construction. MLSB (2010)
Hossein Rahmani, Hendrik Blockeel, Andreas Bender
Predicting the functions of proteins in Protein-Protein Interaction networks from global information. MLSB (2010)

volume 8, 2010

Proceedings of the third International Workshop on Machine Learning in Systems Biology, MLSB 2009, Ljubljana, Slovenia, September 5-6, 2009 MLSB 8 (2010)