| 2015 | Semi-supervised Learning for Stream Recommender Systems. | Pawel Matuszyk, Myra Spiliopoulou |
| 2015 | Predictive Analysis on Tracking Emails for Targeted Marketing. | Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant, Janith Peduruge |
| 2015 | Clustering-Based Optimised Probabilistic Active Learning (COPAL). | Georg Krempl, Tuan Cuong Ha, Myra Spiliopoulou |
| 2015 | Ensembles of Extremely Randomized Trees for Multi-target Regression. | Dragi Kocev, Michelangelo Ceci |
| 2015 | Generalized Shortest Path Kernel on Graphs. | Linus Hermansson, Fredrik D. Johansson, Osamu Watanabe |
| 2015 | An Evaluation of Score Descriptors Combined with Non-linear Models of Expressive Dynamics in Music. | Carlos Eduardo Cancino-Chacn, Maarten Grachten |
| 2015 | Active Learning for Classifying Template Matches in Historical Maps. | Benedikt Budig, Thomas C. van Dijk |
| 2015 | No Sentiment is an Island - Sentiment Classification on Medical Forums. | Victoria Bobicev, Marina Sokolova |
| 2015 | Discovery of Parameters for Animation of Midge Swarms. | Judith Bjorndahl, Ashley Herman, Richard Hamilton, Howard J. Hamilton, Mark Brigham |
| 2015 | Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning. | Annalisa Appice, Sonja Pravilovic, Antonietta Lanza, Donato Malerba |
| 2015 | Resolution Transfer in Cancer Classification Based on Amplification Patterns. | Prem Raj Adhikari, Jaakko Hollmn |
| 2014 | Variational Dependent Multi-output Gaussian Process Dynamical Systems. | Jing Zhao, Shiliang Sun |
| 2014 | Sparse Coding for Key Node Selection over Networks. | Ye Xu, Daniel N. Rockmore |
| 2014 | An Efficient Algorithm for Enumerating Chordless Cycles and Chordless Paths. | Takeaki Uno, Hiroko Satoh |
| 2014 | Incorporating Regime Metrics into Latent Variable Dynamic Models to Detect Early-Warning Signals of Functional Changes in Fisheries Ecology. | Neda Trifonova, Daniel Duplisea, Andrew Kenny, David L. Maxwell, Allan Tucker |
| 2014 | Incremental Learning with Social Media Data to Predict Near Real-Time Events. | Duc Kinh Le Tran, Ccile Bothorel, Pascal Cheung-Mon-Chan, Yvon Kermarrec |
| 2014 | Feature Selection in Hierarchical Feature Spaces. | Petar Ristoski, Heiko Paulheim |
| 2014 | Algorithm Selection on Data Streams. | Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren |
| 2014 | Wind Power Forecasting Using Time Series Cluster Analysis. | Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba |
| 2014 | Failure Prediction - An Application in the Railway Industry. | Pedro Mota Pereira, Rita P. Ribeiro, Joo Gama |
| 2014 | Exploiting Bhattacharyya Similarity Measure to Diminish User Cold-Start Problem in Sparse Data. | Bidyut Kr. Patra, Raimo Launonen, Ville Ollikainen, Sukumar Nandi |
| 2014 | Detecting Maximum k-Plex with Iterative Proper ℓ-Plex Search. | Yoshiaki Okubo, Masanobu Matsudaira, Makoto Haraguchi |
| 2014 | Resampling-Based Framework for Estimating Node Centrality of Large Social Network. | Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2014 | Big Data Analysis of StockTwits to Predict Sentiments in the Stock Market. | Alya Al Nasseri, Allan Tucker, Sergio de Cesare |
| 2014 | Providing Concise Database Covers Instantly by Recursive Tile Sampling. | Sandy Moens, Mario Boley, Bart Goethals |