| 2015 | A Bayesian Approach for Identifying Multivariate Differences Between Groups. Yuriy Sverchkov, Gregory F. Cooper |
| 2015 | A First-Order-Logic Based Model for Grounded Language Learning. Leonor Becerra-Bonache, Hendrik Blockeel, María Galván, François Jacquenet |
| 2015 | A Parallel Distributed Processing Algorithm for Image Feature Extraction. Alexander Belousov, Joel Ratsaby |
| 2015 | Advances in Intelligent Data Analysis XIV - 14th International Symposium, IDA 2015, Saint Etienne, France, October 22-24, 2015, Proceedings Élisa Fromont, Tijl De Bie, Matthijs van Leeuwen |
| 2015 | Assigning Geo-relevance of Sentiments Mined from Location-Based Social Media Posts. Randall Sanborn, Michael Farmer, Syagnik Banerjee |
| 2015 | Automatically Discovering Offensive Patterns in Soccer Match Data. Jan Van Haaren, Vladimir Dzyuba, Siebe Hannosset, Jesse Davis |
| 2015 | Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering. Fabian Gieseke, Tapio Pahikkala, Tom Heskes |
| 2015 | Class-Based Outlier Detection: Staying Zombies or Awaiting for Resurrection? Leona Nezvalová, Lubos Popelínský, Luís Torgo, Karel Vaculík |
| 2015 | Constraint-Based Querying for Bayesian Network Exploration. Behrouz Babaki, Tias Guns, Siegfried Nijssen, Luc De Raedt |
| 2015 | Continuous and Discrete Deep Classifiers for Data Integration. Nataliya Sokolovska, Salwa Rizkalla, Karine Clément, Jean-Daniel Zucker |
| 2015 | Data Analytics and Optimisation for Assessing a Ride Sharing System. Vincent Armant, John Horan, Nahid Mabub, Kenneth N. Brown |
| 2015 | Diagonal Co-clustering Algorithm for Document-Word Partitioning. Charlotte Laclau, Mohamed Nadif |
| 2015 | Diversity-Driven Widening of Hierarchical Agglomerative Clustering. Alexander Fillbrunn, Michael R. Berthold |
| 2015 | Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data. Georgios Balikas, Ioannis Partalas, Éric Gaussier, Rohit Babbar, Massih-Reza Amini |
| 2015 | Exploratory Topic Modeling with Distributional Semantics. Samuel Rönnqvist |
| 2015 | Fast Algorithm Selection Using Learning Curves. Jan N. van Rijn, Salisu Mamman Abdulrahman, Pavel Brazdil, Joaquin Vanschoren |
| 2015 | I-Louvain: An Attributed Graph Clustering Method. David Combe, Christine Largeron, Mathias Géry, Elöd Egyed-Zsigmond |
| 2015 | Implicitly Constrained Semi-supervised Least Squares Classification. Jesse H. Krijthe, Marco Loog |
| 2015 | Investigation of Node Deletion Techniques for Clustering Applications of Growing Self Organizing Maps. Thilina Rathnayake, Maheshakya Wijewardena, Thimal Kempitiya, Kevin Rathnasekara, Thushan Ganegedara, Amal Shehan Perera, Damminda Alahakoon |
| 2015 | Modeling Concept Drift: A Probabilistic Graphical Model Based Approach. Hanen Borchani, Ana M. Martínez, Andrés R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmerón, Antonio Fernández, Anders L. Madsen, Ramón Sáez |
| 2015 | On Binary Reduction of Large-Scale Multiclass Classification Problems. Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Éric Gaussier |
| 2015 | Optimally Weighted Cluster Kriging for Big Data Regression. Bas van Stein, Hao Wang, Wojtek Kowalczyk, Thomas Bäck, Michael Emmerich |
| 2015 | Probabilistic Active Learning in Datastreams. Daniel Kottke, Georg Krempl, Myra Spiliopoulou |
| 2015 | Segregation Discovery in a Social Network of Companies. Alessandro Baroni, Salvatore Ruggieri |
| 2015 | Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques |
| 2015 | Slower Can Be Faster: The iRetis Incremental Model Tree Learner. Denny Verbeeck, Hendrik Blockeel |
| 2015 | Time Series Classification with Representation Ensembles. Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2015 | Using Entropy as a Measure of Acceptance for Multi-label Classification. Laurence Anthony F. Park, Simeon Simoff |
| 2015 | Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels. Mohammad Nozari Zarmehri, Carlos Soares |
| 2015 | VoQs: A Web Application for Visualization of Questionnaire Surveys. Xiaowei Zhang, Frank Klawonn, Lorenz Grigull, Werner Lechner |