Abstract is missing.
- Addressing Local Class Imbalance in Balanced Datasets with Dynamic Impurity Decision TreesAndriy Mulyar, Bartosz Krawczyk. 3-17 [doi]
- Barricaded Boundary Minority Oversampling LS-SVM for a Biased Binary ClassificationHmayag Partamian, Yara Rizk, Mariette Awad. 18-32 [doi]
- Dynamic Classifier Chain with Random Decision TreesMoritz Kulessa, Eneldo Loza Mencía. 33-50 [doi]
- Feature Ranking with Relief for Multi-label Classification: Does Distance Matter?Matej Petkovic, Dragi Kocev, Saso Dzeroski. 51-65 [doi]
- Finding Probabilistic Rule Lists using the Minimum Description Length PrincipleJohn O. R. Aoga, Tias Guns, Siegfried Nijssen, Pierre Schaus. 66-82 [doi]
- Leveraging Reproduction-Error Representations for Multi-Instance ClassificationSebastian Kauschke, Max Mühlhäuser, Johannes Fürnkranz. 83-95 [doi]
- Class Balanced Similarity-Based Instance Transfer Learning for Botnet Family ClassificationBasil Alothman, Helge Janicke, Suleiman Y. Yerima. 99-113 [doi]
- CF4CF-META: Hybrid Collaborative Filtering Algorithm Selection FrameworkTiago Cunha 0001, Carlos Soares, André C. P. L. F. de Carvalho. 114-128 [doi]
- MetaUtil: Meta Learning for Utility Maximization in RegressionPaula Branco, Luís Torgo, Rita P. Ribeiro. 129-143 [doi]
- Predicting Rice Phenotypes with Meta-learningOghenejokpeme I. Orhobor, Nickolai N. Alexandrov, Ross D. King. 144-158 [doi]
- Preference-Based Reinforcement Learning Using Dyad RankingDirk Schäfer, Eyke Hüllermeier. 161-175 [doi]
- COBRASTS: A New Approach to Semi-supervised Clustering of Time SeriesToon van Craenendonck, Wannes Meert, Sebastijan Dumancic, Hendrik Blockeel. 179-193 [doi]
- Exploiting the Web for Semantic Change DetectionPierpaolo Basile, Barbara McGillivray. 194-208 [doi]
- Online Gradient Boosting for Incremental Recommender SystemsJoão Vinagre, Alípio Mário Jorge, João Gama. 209-223 [doi]
- Selection of Relevant and Non-Redundant Multivariate Ordinal Patterns for Time Series ClassificationArvind Kumar Shekar, Marcus Pappik, Patricia Iglesias Sánchez, Emmanuel Müller. 224-240 [doi]
- Self Hyper-Parameter Tuning for Data StreamsBruno Veloso, João Gama, Benedita Malheiro. 241-255 [doi]
- Compositional Subgroup Discovery on Attributed Social Interaction NetworksMartin Atzmueller. 259-275 [doi]
- Exceptional Attributed Subgraph Mining to Understand the Olfactory PerceptMaëlle Moranges, Marc Plantevit, Arnaud P. Fournel, Moustafa Bensafi, Céline Robardet. 276-291 [doi]
- Extending Redescription Mining to Multiple ViewsMatej Mihelcic, Saso Dzeroski, Tomislav Smuc. 292-307 [doi]
- Author Tree-Structured Hierarchical Dirichlet ProcessMd Hijbul Alam, Jaakko Peltonen, Jyrki Nummenmaa, Kalervo Järvelin. 311-327 [doi]
- k-NN Embedding Stability for word2vec Hyper-Parametrisation in Scientific TextAmna Dridi, Mohamed Medhat Gaber, R. Muhammad Atif Azad, Jagdev Bhogal. 328-343 [doi]
- Hierarchical Expert Profiling Using Heterogeneous Information NetworksJorge M. B. Silva, Pedro Ribeiro 0004, Fernando M. A. Silva. 344-360 [doi]
- Filtering Documents for Plagiarism DetectionKensuke Baba. 361-372 [doi]
- Most Important First - Keyphrase Scoring for Improved Ranking in Settings With Limited KeyphrasesNils Witt, Tobias Milz, Christin Seifert. 373-385 [doi]
- WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online ReviewsAlberto Purpura, Chiara Masiero, Gian Antonio Susto. 386-401 [doi]
- Finding Topic-Specific Trends and Influential Users in Social NetworksEleni Koutrouli, Christos Daskalakis, Aphrodite Tsalgatidou. 405-420 [doi]
- Identifying Control Parameters in Cheese Fabrication Process Using Precedence ConstraintsMelanie Munch, Pierre-Henri Wuillemin, Juliette Dibie, Cristina E. Manfredotti, Thomas Allard, Solange Buchin, Elisabeth Guichard. 421-434 [doi]
- Less is More: Univariate Modelling to Detect Early Parkinson's Disease from Keystroke DynamicsAntony Milne, Katayoun Farrahi, Mihalis A. Nicolaou. 435-446 [doi]
- Sky Writer: Towards an Intelligent Smart-phone Gesture Tracing and Recognition FrameworkNicholas Mitri, Mariette Awad. 447-465 [doi]
- Visualization and Analysis of Parkinson's Disease Status and Therapy PatternsAnita Valmarska, Dragana Miljkovic, Marko Robnik-Sikonja, Nada Lavrac. 466-479 [doi]