Abstract is missing.
- On the Expressive Power of Deep ArchitecturesYoshua Bengio, Olivier Delalleau. 1 [doi]
- Learning from Label PreferencesEyke Hüllermeier, Johannes Fürnkranz. 2-17 [doi]
- Information Distance and Its ExtensionsMing Li. 18-28 [doi]
- Models for Autonomously Motivated Exploration in Reinforcement LearningPeter Auer, Shiau Hong Lim, Chris Watkins. 29 [doi]
- Optimal EstimationJorma Rissanen. 30 [doi]
- Monotone Instance Ranking with miraNicola Barile, Ad Feelders. 31-45 [doi]
- MOA-TweetReader: Real-Time Analysis in Twitter Streaming DataAlbert Bifet, Geoffrey Holmes, Bernhard Pfahringer. 46-60 [doi]
- Application of Semantic Kernels to Literature-Based Gene Function AnnotationMathieu Blondel, Kazuhiro Seki, Kuniaki Uehara. 61-75 [doi]
- "Tell Me More": Finding Related Items from User Provided FeedbackJeroen De Knijf, Anthony M. L. Liekens, Bart Goethals. 76-90 [doi]
- MEI: Mutual Enhanced Infinite Generative Model for Simultaneous Community and Topic DetectionDongsheng Duan, Yuhua Li, Ruixuan Li, Zhengding Lu, Aiming Wen. 91-106 [doi]
- A Methodology for Mining Document-Enriched Heterogeneous Information NetworksMiha Grcar, Nada Lavrac. 107-121 [doi]
- Multiple Hypothesis Testing in Pattern DiscoverySami Hanhijärvi. 122-134 [doi]
- A Parameter-Free Method for Discovering Generalized Clusters in a NetworkHiroshi Hirai 0002, Bin-Hui Chou, Einoshin Suzuki. 135-149 [doi]
- Detecting Anti-majority Opinionists Using Value-Weighted Mixture Voter ModelMasahiro Kimura, Kazumi Saito, Kouzou Ohara, Hiroshi Motoda. 150-164 [doi]
- Using Ontologies in Semantic Data Mining with SEGS and g-SEGSNada Lavrac, Anze Vavpetic, Larisa N. Soldatova, Igor Trajkovski, Petra Kralj Novak. 165-178 [doi]
- Mining Classification Rules without Support: an Anti-monotone Property of Jaccard MeasureYannick Le Bras, Philippe Lenca, Stéphane Lallich. 179-193 [doi]
- Bootstrapping Parameter Estimation in Dynamic SystemsHuma Lodhi, David Gilbert. 194-208 [doi]
- Network Effects on TweetingJake T. Lussier, Nitesh V. Chawla. 209-220 [doi]
- Context-Aware Personal Route RecognitionOleksiy Mazhelis, Indre Zliobaite, Mykola Pechenizkiy. 221-235 [doi]
- Scalable Detection of Frequent Substrings by Grammar-Based CompressionMasaya Nakahara, Shirou Maruyama, Tetsuji Kuboyama, Hiroshi Sakamoto. 236-246 [doi]
- A Statistical Model for Topically Segmented DocumentsGiovanni Ponti, Andrea Tagarelli, George Karypis. 247-261 [doi]
- Predicting Structured Outputs k-Nearest Neighbours MethodMitja Pugelj, Saso Dzeroski. 262-276 [doi]
- The Augmented Itemset Tree: A Data Structure for Online Maximum Frequent Pattern MiningJana Schmidt, Stefan Kramer. 277-291 [doi]
- Word Clouds for Efficient Document LabelingChristin Seifert, Eva Ulbrich, Michael Granitzer. 292-306 [doi]
- Global and Local Spatial Autocorrelation in Predictive Clustering TreesDaniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski. 307-322 [doi]
- Rule Stacking: An Approach for Compressing an Ensemble of Rule Sets into a Single ClassifierJan-Nikolas Sulzmann, Johannes Fürnkranz. 323-334 [doi]
- Graph Clustering Based on Optimization of a Macroscopic Structure of ClustersYuta Taniguchi, Daisuke Ikeda. 335-350 [doi]
- Modeling the Temperature of Hot Rolled Steel Plate with Semi-supervised Learning MethodsHenna Tiensuu, Ilmari Juutilainen, Juha Röning. 351-364 [doi]
- Controlled Permutations for Testing Adaptive ClassifiersIndre Zliobaite. 365-379 [doi]