| 2015 | Active Learning for Classifying Template Matches in Historical Maps. Benedikt Budig, Thomas C. van Dijk |
| 2015 | An Algorithm for Influence Maximization in a Two-Terminal Series Parallel Graph and its Application to a Real Network. Koji Tabata, Atsuyoshi Nakamura, Mineichi Kudo |
| 2015 | An Evaluation of Score Descriptors Combined with Non-linear Models of Expressive Dynamics in Music. Carlos Eduardo Cancino-Chacón, Maarten Grachten |
| 2015 | Benchmarking Stream Clustering for Churn Detection in Dynamic Networks. Serdar Baran Tatar, Andrew R. McIntyre, Nur Zincir-Heywood, Malcolm I. Heywood |
| 2015 | Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface. Viivi Uurtio, Malin Bomberg, Kristian Nybo, Merja Itävaara, Juho Rousu |
| 2015 | Change Point Detection for Information Diffusion Tree. Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2015 | Clustering-Based Optimised Probabilistic Active Learning (COPAL). Georg Krempl, Tuan Cuong Ha, Myra Spiliopoulou |
| 2015 | Detecting Transmembrane Proteins Using Decision Trees. Mohammad Hossein Nikravan, Ashwani Kumar, Sandra Zilles |
| 2015 | Discovery Science - 18th International Conference, DS 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings Nathalie Japkowicz, Stan Matwin |
| 2015 | Discovery of Parameters for Animation of Midge Swarms. Judith Bjorndahl, Ashley Herman, Richard Hamilton, Howard J. Hamilton, Mark Brigham |
| 2015 | Dr. Inventor Framework: Extracting Structured Information from Scientific Publications. Francesco Ronzano, Horacio Saggion |
| 2015 | Ensembles of Extremely Randomized Trees for Multi-target Regression. Dragi Kocev, Michelangelo Ceci |
| 2015 | Enumerating Maximal Clique Sets with Pseudo-Clique Constraint. Hongjie Zhai, Makoto Haraguchi, Yoshiaki Okubo, Etsuji Tomita |
| 2015 | Evaluating the Effectiveness of Hashtags as Predictors of the Sentiment of Tweets. Credell Simeon, Robert J. Hilderman |
| 2015 | Generalized Shortest Path Kernel on Graphs. Linus Hermansson, Fredrik D. Johansson, Osamu Watanabe |
| 2015 | Geo-Coordinated Parallel Coordinates (GCPC): A Case Study of Environmental Data Analysis. Maha El Meseery, Orland Hoeber |
| 2015 | Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba |
| 2015 | KeCo: Kernel-Based Online Co-agreement Algorithm. Laurens Wiel, Tom Heskes, Evgeni Levin |
| 2015 | Multi-label Classification via Multi-target Regression on Data Streams. Aljaz Osojnik, Pance Panov, Saso Dzeroski |
| 2015 | No Sentiment is an Island - Sentiment Classification on Medical Forums. Victoria Bobicev, Marina Sokolova |
| 2015 | On the Feasibility of Discovering Meta-Patterns from a Data Ensemble. Einoshin Suzuki |
| 2015 | Periodical Skeletonization for Partially Periodic Pattern Mining. Keisuke Otaki, Akihiro Yamamoto |
| 2015 | Predicting Drugs Adverse Side-Effects Using a Recommender-System. Diogo Pinto, Pedro Costa, Rui Camacho, Vítor Santos Costa |
| 2015 | Predicting Protein Function and Protein-Ligand Interaction with the 3D Neighborhood Kernel. Leander Schietgat, Thomas Fannes, Jan Ramon |
| 2015 | Predictive Analysis on Tracking Emails for Targeted Marketing. Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant, Janith Peduruge |
| 2015 | Resolution Transfer in Cancer Classification Based on Amplification Patterns. Prem Raj Adhikari, Jaakko Hollmén |
| 2015 | Semi-supervised Learning for Stream Recommender Systems. Pawel Matuszyk, Myra Spiliopoulou |
| 2015 | Tree PCA for Extracting Dominant Substructures from Labeled Rooted Trees. Tomoya Yamazaki, Akihiro Yamamoto, Tetsuji Kuboyama |
| 2015 | Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning. Annalisa Appice, Sonja Pravilovic, Antonietta Lanza, Donato Malerba |