| 2014 | Algorithm Selection on Data Streams. Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren |
| 2014 | An Efficient Algorithm for Enumerating Chordless Cycles and Chordless Paths. Takeaki Uno, Hiroko Satoh |
| 2014 | Antipattern Discovery in Ethiopian Bagana Songs. Darrell Conklin, Stéphanie Weisser |
| 2014 | Big Data Analysis of StockTwits to Predict Sentiments in the Stock Market. Alya Al Nasseri, Allan Tucker, Sergio de Cesare |
| 2014 | Categorize, Cluster, and Classify: A 3-C Strategy for Scientific Discovery in the Medical Informatics Platform of the Human Brain Project. Tal Galili, Alexis Mitelpunkt, Netta Shachar, Mira Marcus-Kalish, Yoav Benjamini |
| 2014 | Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining. Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba |
| 2014 | Detecting Maximum k-Plex with Iterative Proper ℓ-Plex Search. Yoshiaki Okubo, Masanobu Matsudaira, Makoto Haraguchi |
| 2014 | Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings Saso Dzeroski, Pance Panov, Dragi Kocev, Ljupco Todorovski |
| 2014 | Erratum: Categorize, Cluster, and Classify: A 3-C Strategy for Scientific Discovery in the Medical Informatics Platform of the Human Brain Project. Tal Galili, Alexis Mitelpunkt, Netta Shachar, Mira Marcus-Kalish, Yoav Benjamini |
| 2014 | Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization. Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmén |
| 2014 | Exploiting Bhattacharyya Similarity Measure to Diminish User Cold-Start Problem in Sparse Data. Bidyut Kr. Patra, Raimo Launonen, Ville Ollikainen, Sukumar Nandi |
| 2014 | Failure Prediction - An Application in the Railway Industry. Pedro Mota Pereira, Rita P. Ribeiro, João Gama |
| 2014 | Fast Computation of the Tree Edit Distance between Unordered Trees Using IP Solvers. Seiichi Kondo, Keisuke Otaki, Madori Ikeda, Akihiro Yamamoto |
| 2014 | Feature Selection in Hierarchical Feature Spaces. Petar Ristoski, Heiko Paulheim |
| 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, Cécile Bothorel, Pascal Cheung-Mon-Chan, Yvon Kermarrec |
| 2014 | Link Prediction on the Semantic MEDLINE Network - An Approach to Literature-Based Discovery. Andrej Kastrin, Thomas C. Rindflesch, Dimitar Hristovski |
| 2014 | Medical Document Mining Combining Image Exploration and Text Characterization. Nicolau Gonçalves, Erkki Oja, Ricardo Vigário |
| 2014 | Medical Image Retrieval Using Multimodal Data. Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska |
| 2014 | Mining Cohesive Itemsets in Graphs. Tayena Hendrickx, Boris Cule, Bart Goethals |
| 2014 | Mining Rank Data. Sascha Henzgen, Eyke Hüllermeier |
| 2014 | Multilayer Clustering: A Discovery Experiment on Country Level Trading Data. Dragan Gamberger, Matej Mihelcic, Nada Lavrac |
| 2014 | Predicting Sepsis Severity from Limited Temporal Observations. Xi Hang Cao, Ivan Stojkovic, Zoran Obradovic |
| 2014 | Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency. Georg Krempl, Daniel Kottke, Myra Spiliopoulou |
| 2014 | Providing Concise Database Covers Instantly by Recursive Tile Sampling. Sandy Moens, Mario Boley, Bart Goethals |
| 2014 | Resampling-Based Framework for Estimating Node Centrality of Large Social Network. Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda |
| 2014 | Selective Forgetting for Incremental Matrix Factorization in Recommender Systems. Pawel Matuszyk, Myra Spiliopoulou |
| 2014 | Sparse Coding for Key Node Selection over Networks. Ye Xu, Daniel N. Rockmore |
| 2014 | Stacking Label Features for Learning Multilabel Rules. Eneldo Loza Mencía, Frederik Janssen |
| 2014 | Synthetic Sequence Generator for Recommender Systems - Memory Biased Random Walk on a Sequence Multilayer Network. Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar, Tomislav Smuc |
| 2014 | Variational Dependent Multi-output Gaussian Process Dynamical Systems. Jing Zhao, Shiliang Sun |
| 2014 | Wind Power Forecasting Using Time Series Cluster Analysis. Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba |