Volume 8, March 2010

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  Saso Dzeroski, Pierre Geurts, Juho Rousu: Preface. 1-2
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  Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, Tapio Salakoski: A comparison of AUC estimators in small-sample studies. 3-13
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  Nicolò Cesa-Bianchi, Giorgio Valentini: Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction. 14-29
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  Gábor Hullám, Peter Antal, Csaba Szalai, András Falus: Evaluation of a Bayesian model-based approach in GA studies. 30-43
• 
  Zerrin Isik, Volkan Atalay, Rengül Çetin-Atalay: Evaluation of Signaling Cascades Based on the Weights from Microarray and ChIP-seq Data. 44-54
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  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. 55-64
• 
  Malik Sajjad Ahmed Nadeem, Jean-Daniel Zucker, Blaise Hanczar: Accuracy-Rejection Curves (ARCs) for Comparing Classification Methods with a Reject Option. 65-81
• 
  Hossein Rahmani, Hendrik Blockeel, Andreas Bender: Predicting the functions of proteins in Protein-Protein Interaction networks from global information. 82-97
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  Matteo Ré, Giorgio Valentini: Simple ensemble methods are competitive with state-of-the-art data integration methods for gene function prediction. 98-111
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  Yvan Saeys, Sofie Van Landeghem, Yves Van de Peer: Event based text mining for integrated network construction. 112-121
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  Ivica Slavkov, Bernard Zenko, Saso Dzeroski: Evaluation Method for Feature Rankings and their Aggregations for Biomarker Discovery. 122-135
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  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. 136-144

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