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JMLR Workshop and Conference Proceedings

Volume 47: Statistically Sound Data Mining

Editors: Wilhelmiina Hämäläinen, François Petitjean, Geoffrey, I. Webb

Contents:

Preface

Preface to the 1st ECML/PKDD workshop on Statistically Sound Data Mining

Wilhelmiina Hämäläinen, François Petitjean, Geoffrey I. Webb

Accepted Papers

Look before you leap: Some insights into learner evaluation with cross-validation

Gitte Vanwinckelen, Hendrik Blockeel

A Critical View on Automatic Significance-Filtering in Pattern Mining

Florian Lemmerich, Frank Puppe

Statistically significant subgraphs for genome-wide association study

Jun Sese, Aika Terada, Yuki Saito, Koji Tsuda

U-statistics on network-structured data with kernels of degree larger than one

Yuyi Wang, Christos Pelekis, Jan Ramon