| 2016 | Sequential Cost-Sensitive Feature Acquisition. | Gabriella Contardo, Ludovic Denoyer, Thierry Artires |
| 2016 | Combining Boosted Trees with Metafeature Engineering for Predictive Maintenance. | Vtor Cerqueira, Fbio Pinto, Cludio Rebelo de S, Carlos Soares |
| 2016 | The Optimistic Method for Model Estimation. | James Brofos, Rui Shu, Frank Zhang |
| 2016 | Obtaining Shape Descriptors from a Concave Hull-Based Clustering Algorithm. | Christian Braune, Marco Dankel, Rudolf Kruse |
| 2016 | Similarity Based Hierarchical Clustering with an Application to Text Collections. | Julien Ah-Pine, Xinyu Wang |
| 2015 | VoQs: A Web Application for Visualization of Questionnaire Surveys. | Xiaowei Zhang, Frank Klawonn, Lorenz Grigull, Werner Lechner |
| 2015 | Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels. | Mohammad Nozari Zarmehri, Carlos Soares |
| 2015 | Slower Can Be Faster: The iRetis Incremental Model Tree Learner. | Denny Verbeeck, Hendrik Blockeel |
| 2015 | A Bayesian Approach for Identifying Multivariate Differences Between Groups. | Yuriy Sverchkov, Gregory F. Cooper |
| 2015 | Optimally Weighted Cluster Kriging for Big Data Regression. | Bas van Stein, Hao Wang, Wojtek Kowalczyk, Thomas Bck, Michael Emmerich |
| 2015 | Continuous and Discrete Deep Classifiers for Data Integration. | Nataliya Sokolovska, Salwa Rizkalla, Karine Clment, Jean-Daniel Zucker |
| 2015 | Assigning Geo-relevance of Sentiments Mined from Location-Based Social Media Posts. | Randall Sanborn, Michael Farmer, Syagnik Banerjee |
| 2015 | Exploratory Topic Modeling with Distributional Semantics. | Samuel Rnnqvist |
| 2015 | Fast Algorithm Selection Using Learning Curves. | Jan N. van Rijn, Salisu Mamman Abdulrahman, Pavel Brazdil, Joaquin Vanschoren |
| 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 | Using Entropy as a Measure of Acceptance for Multi-label Classification. | Laurence Anthony F. Park, Simeon Simoff |
| 2015 | Class-Based Outlier Detection: Staying Zombies or Awaiting for Resurrection? | Leona Nezvalov, Lubos Popelnsk, Lus Torgo, Karel Vaculk |
| 2015 | Diagonal Co-clustering Algorithm for Document-Word Partitioning. | Charlotte Laclau, Mohamed Nadif |
| 2015 | Implicitly Constrained Semi-supervised Least Squares Classification. | Jesse H. Krijthe, Marco Loog |
| 2015 | Probabilistic Active Learning in Datastreams. | Daniel Kottke, Georg Krempl, Myra Spiliopoulou |
| 2015 | On Binary Reduction of Large-Scale Multiclass Classification Problems. | Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, ric Gaussier |
| 2015 | Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study. | Abul Hasnat, Julien Velcin, Stphane Bonnevay, Julien Jacques |
| 2015 | Automatically Discovering Offensive Patterns in Soccer Match Data. | Jan Van Haaren, Vladimir Dzyuba, Siebe Hannosset, Jesse Davis |
| 2015 | Time Series Classification with Representation Ensembles. | Rafael Giusti, Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2015 | Batch Steepest-Descent-Mildest-Ascent for Interactive Maximum Margin Clustering. | Fabian Gieseke, Tapio Pahikkala, Tom Heskes |