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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 8: Machine Learning in Systems Biology, 5-6 September 2009, Ljubljana, Slovenia

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Editors: Sašo Džeroski, Pierre Guerts, Juho Rousu

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Contents:

  • Preface
  • Accepted Papers

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Preface

Accepted Papers

Proceedings of the Third International Workshop on Machine Learning in Systems Biology: Revised Selected Papers

; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:1-2

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A comparison of AUC estimators in small-sample studies

Antti Airola, Tapio Pahikkala, Willem Waegeman, Bernard De Baets, Tapio Salakoski; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:3-13

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Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction

Nicolò Cesa-Bianchi, Giorgio Valentini; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:14-29

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Evaluation of a Bayesian model-based approach in GA studies

Gábor Hullám, Péter Antal, Csaba Szalai, András Falus; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:30-43

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Evaluation of Signaling Cascades Based on the Weights from Microarray and ChIP-seq Data

Zerrin Isik, Volkan Atalay, Rengul Cetin-Atalay; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:44-54

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On utility of gene set signatures in gene expression-based cancer class prediction

Minca Mramor, Marko Toplak, Gregor Leban, Tomaž Curk, Janez Demšar, Blaž Zupan; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:55-64

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Accuracy-Rejection Curves (ARCs) for Comparing Classification Methods with a Reject Option

Malik Sajjad Ahmed Nadeem, Jean-Daniel Zucker, Blaise Hanczar; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:65-81

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Predicting the functions of proteins in Protein-Protein Interaction networks from global information

Hossein Rahmani, Hendrik Blockeel, Andreas Bender; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:82-97

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Simple ensemble methods are competitive with state-of-the-art data integration methods for gene function prediction

Matteo Ré, Giorgio Valentini; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:98-111

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Event based text mining for integrated network construction

Yvan Saeys, Sofie Van Landeghem, Yves Van Peer; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:112-121

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Evaluation Method for Feature Rankings and their Aggregations for Biomarker Discovery

Ivica Slavkov, Bernard Ženko, Sašo Džeroski; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:122-135

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A Subgroup Discovery Approach for Relating Chemical Structure and Phenotype Data in Chemical Genomics

Lan Umek, Petra Kaferle, Mojca Mattiazzi, Aleš Erjavec, Črtomir Gorup, Tomaž Curk, Uroš Petrovič, Blaž Zupan; Proceedings of the third International Workshop on Machine Learning in Systems Biology, PMLR 8:136-144

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