Abstract is missing.
- Exceptional Preferences MiningCláudio Rebelo de Sá, Wouter Duivesteijn, Carlos Soares, Arno J. Knobbe. 3-18 [doi]
- Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor RelationshipsGuillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut, Mehdi Kaytoue. 19-34 [doi]
- InterSet: Interactive Redescription Set ExplorationMatej Mihelcic, Tomislav Smuc. 35-50 [doi]
- Expect the Unexpected - On the Significance of SubgroupsMatthijs van Leeuwen, Antti Ukkonen. 51-66 [doi]
- Min-Hashing for Probabilistic Frequent Subtree Feature SpacesPascal Welke, Tamás Horváth, Stefan Wrobel. 67-82 [doi]
- STIFE: A Framework for Feature-Based Classification of Sequences of Temporal IntervalsLeon Bornemann, Jason Lecerf, Panagiotis Papapetrou. 85-100 [doi]
- Approximating Numeric Role Fillers via Predictive Clustering Trees for Knowledge Base Enrichment in the Web of DataGiuseppe Rizzo 0001, Claudia d'Amato, Nicola Fanizzi, Floriana Esposito. 101-117 [doi]
- Option Predictive Clustering Trees for Multi-target RegressionAljaz Osojnik, Saso Dzeroski, Dragi Kocev. 118-133 [doi]
- HSIM: A Supervised Imputation Method for Hierarchical Classification ScenarioLeandro Galvão, Luiz H. C. Merschmann. 134-148 [doi]
- Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight PrototypeSebastian Kauschke, Johannes Fürnkranz, Frederik Janssen. 151-166 [doi]
- Predicting Bug-Fix Time: Using Standard Versus Topic-Based Text Categorization TechniquesPasquale Ardimento, Massimo Bilancia, Stefano Monopoli. 167-182 [doi]
- Predicting Wildfires - Propositional and Relational Spatio-Temporal Pre-processing ApproachesMariana Oliveira, Luís Torgo, Vítor Santos Costa. 183-197 [doi]
- Recognizing Family, Genus, and Species of Anuran Using a Hierarchical Classification ApproachJuan Gabriel Colonna, João Gama, Eduardo Freire Nakamura. 198-212 [doi]
- Evolution Analysis of Call Ego-NetworksShazia Tabassum, João Gama. 213-225 [doi]
- Ensemble Diversity in Evolving Data StreamsDariusz Brzezinski, Jerzy Stefanowski. 229-244 [doi]
- Learning Ensembles of Process-Based Models by Bagging of Random Library SamplesNikola Simidjievski, Ljupco Todorovski, Saso Dzeroski. 245-260 [doi]
- Early Random Shapelet ForestIsak Karlsson, Panagiotis Papapetrou, Henrik Boström. 261-276 [doi]
- Shorter Rules Are Better, Aren't They?Julius Stecher, Frederik Janssen, Johannes Fürnkranz. 279-294 [doi]
- Exploiting Spatial Correlation of Spectral Signature for Training Data Selection in Hyperspectral Image ClassificationAnnalisa Appice, Pietro Guccione. 295-309 [doi]
- A Comparison of Different Data Transformation Approaches in the Feature Ranking ContextMatej Petkovic, Pance Panov, Saso Dzeroski. 310-324 [doi]
- On Selection Bias with Imbalanced ClassesGert Jacobusse, Cor J. Veenman. 325-340 [doi]
- A Framework for Classification in Data Streams Using Multi-strategy LearningAli Pesaranghader, Herna L. Viktor, Eric Paquet. 341-355 [doi]
- Anomaly Detection in Networks with Temporal InformationFabrizio Angiulli, Fabio Fassetti, Estela Narvaez. 359-375 [doi]
- Accelerating Computation of Distance Based Centrality Measures for Spatial NetworksKouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda. 376-391 [doi]
- A Semi-supervised Approach to Measuring User Privacy in Online Social NetworksRuggero G. Pensa, Gianpiero di Blasi. 392-407 [doi]
- On Using Temporal Networks to Analyze User Preferences DynamicsFabiola S. F. Pereira, Sandra de Amo, João Gama. 408-423 [doi]
- Soft Kernel Target Alignment for Two-Stage Multiple Kernel LearningHuibin Shen, Sándor Szedmák, Céline Brouard, Juho Rousu. 427-441 [doi]
- Unsupervised Anomaly Detection in Noisy Business Process Event Logs Using Denoising AutoencodersTimo Nolle, Alexander Seeliger, Max Mühlhäuser. 442-456 [doi]
- DeepRED - Rule Extraction from Deep Neural NetworksJan Ruben Zilke, Eneldo Loza Mencía, Frederik Janssen. 457-473 [doi]
- Ligand Affinity Prediction with Multi-pattern KernelsKatrin Ullrich, Jennifer Mack, Pascal Welke. 474-489 [doi]