14. DS 2011: Espoo, Finland
Tapio Elomaa, Jaakko Hollmén, Heikki Mannila (Eds.): Discovery Science - 14th International Conference, DS 2011, Espoo, Finland, October 5-7, 2011. Proceedings. Springer 2011 Lecture Notes in Computer Science ISBN 978-3-642-24476-6

Ming Li: Information Distance and Its Extensions. 18-28
Peter Auer, Shiau Hong Lim, Chris Watkins: Models for Autonomously Motivated Exploration in Reinforcement Learning. 29
Jorma Rissanen: Optimal Estimation. 30
Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer: MOA-TweetReader: Real-Time Analysis in Twitter Streaming Data. 46-60
Mathieu Blondel, Kazuhiro Seki, Kuniaki Uehara: Application of Semantic Kernels to Literature-Based Gene Function Annotation. 61-75
Jeroen De Knijf, Anthony M. L. Liekens, Bart Goethals: "Tell Me More": Finding Related Items from User Provided Feedback. 76-90
Dongsheng Duan, Yuhua Li, Ruixuan Li, Zhengding Lu, Aiming Wen: MEI: Mutual Enhanced Infinite Generative Model for Simultaneous Community and Topic Detection. 91-106
Miha Grcar, Nada Lavrac: A Methodology for Mining Document-Enriched Heterogeneous Information Networks. 107-121
Sami Hanhijärvi: Multiple Hypothesis Testing in Pattern Discovery. 122-134
Hiroshi Hirai, Bin-Hui Chou, Einoshin Suzuki: A Parameter-Free Method for Discovering Generalized Clusters in a Network. 135-149
Masahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda: Detecting Anti-majority Opinionists Using Value-Weighted Mixture Voter Model. 150-164
Nada Lavrac, Anze Vavpetic, Larisa N. Soldatova, Igor Trajkovski, Petra Kralj Novak: Using Ontologies in Semantic Data Mining with SEGS and g-SEGS. 165-178
Yannick Le Bras, Philippe Lenca, Stéphane Lallich: Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. 179-193

Oleksiy Mazhelis, Indre Zliobaite, Mykola Pechenizkiy: Context-Aware Personal Route Recognition. 221-235
Masaya Nakahara, Shirou Maruyama, Tetsuji Kuboyama, Hiroshi Sakamoto: Scalable Detection of Frequent Substrings by Grammar-Based Compression. 236-246
Giovanni Ponti, Andrea Tagarelli, George Karypis: A Statistical Model for Topically Segmented Documents. 247-261
Jana Schmidt, Stefan Kramer: The Augmented Itemset Tree: A Data Structure for Online Maximum Frequent Pattern Mining. 277-291
Christin Seifert, Eva Ulbrich, Michael Granitzer: Word Clouds for Efficient Document Labeling. 292-306
Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski: Global and Local Spatial Autocorrelation in Predictive Clustering Trees. 307-322
Jan-Nikolas Sulzmann, Johannes Fürnkranz: Rule Stacking: An Approach for Compressing an Ensemble of Rule Sets into a Single Classifier. 323-334
Yuta Taniguchi, Daisuke Ikeda: Graph Clustering Based on Optimization of a Macroscopic Structure of Clusters. 335-350
Henna Tiensuu, Ilmari Juutilainen, Juha Röning: Modeling the Temperature of Hot Rolled Steel Plate with Semi-supervised Learning Methods. 351-364
Indre Zliobaite: Controlled Permutations for Testing Adaptive Classifiers. 365-379



