| 2014 | A Deep Interpretation of Classifier Chains. Jesse Read, Jaakko Hollmén |
| 2014 | A Nonparametric Mixture Model for Personalizing Web Search. El Mehdi Rochd, Mohamed Quafafou |
| 2014 | A Spatio-temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries. Neda Trifonova, Daniel Duplisea, Andrew Kenny, Allan Tucker |
| 2014 | Advances in Intelligent Data Analysis XIII - 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 - November 1, 2014. Proceedings Hendrik Blockeel, Matthijs van Leeuwen, Veronica Vinciotti |
| 2014 | An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins. Mahir Arzoky, Stephen Swift, Steve Counsell, James Cain |
| 2014 | An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time. Luís Moreira-Matias, João Gama, João Mendes-Moreira, Jorge Freire de Sousa |
| 2014 | ApiNATOMY: Towards Multiscale Views of Human Anatomy. Bernard de Bono, Pierre Grenon, Michiel Helvensteijn, Joost N. Kok, Natallia Kokash |
| 2014 | Comparing Pre-defined Software Engineering Metrics with Free-Text for the Prediction of Code 'Ripples'. Steve Counsell, Allan Tucker, Stephen Swift, Guy Fitzgerald, Jason Peters |
| 2014 | Detecting Localised Anomalous Behaviour in a Computer Network. Melissa J. Turcotte, Nicholas A. Heard, Joshua Neil |
| 2014 | ERMiner: Sequential Rule Mining Using Equivalence Classes. Philippe Fournier-Viger, Ted Gueniche, Souleymane Zida, Vincent S. Tseng |
| 2014 | Exploiting Novel Properties of Space-Filling Curves for Data Analysis. David John Weston |
| 2014 | Extracting Predictive Models from Marked-Up Free-Text Documents at the Royal Botanic Gardens, Kew, London. Allan Tucker, Don Kirkup |
| 2014 | Fast Simultaneous Clustering and Feature Selection for Binary Data. Charlotte Laclau, Mohamed Nadif |
| 2014 | Finding the Intrinsic Patterns in a Collection of Time Series. Anke Schweier, Frank Höppner |
| 2014 | From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite |
| 2014 | Granularity of Co-evolution Patterns in Dynamic Attributed Graphs. Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut |
| 2014 | Identification of Bilingual Segments for Translation Generation. Kavitha Karimbi Mahesh, Luís Gomes, José Gabriel Pereira Lopes |
| 2014 | Indirect Estimation of Shortest Path Distributions with Small-World Experiments. Antti Ukkonen |
| 2014 | Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling. Sandy Moens, Mario Boley |
| 2014 | Malware Phylogenetics Based on the Multiview Graphical Lasso. Blake Anderson, Terran Lane, Curtis Hash |
| 2014 | Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn |
| 2014 | Mining Representative Frequent Patterns in a Hierarchy of Contexts. Julien Rabatel, Sandra Bringay, Pascal Poncelet |
| 2014 | Model-Based Time Series Classification. Alexios Kotsifakos, Panagiotis Papapetrou |
| 2014 | Modeling Daily Profiles of Solar Global Radiation Using Statistical and Data Mining Techniques. Pedro F. Jiménez-Pérez, Llanos Mora López |
| 2014 | Modeling Stationary Data by a Class of Generalized Ornstein-Uhlenbeck Processes: The Gaussian Case. Argimiro Arratia, Alejandra Cabaña, Enrique M. Cabaña |
| 2014 | Multi-user Diverse Recommendations through Greedy Vertex-Angle Maximization. Pedro Dias, João Magalhães |
| 2014 | Parametric Nonlinear Regression Models for Dike Monitoring Systems. Harm de Vries, George Azzopardi, André Koelewijn, Arno J. Knobbe |
| 2014 | Real-Time Adaptive Residual Calculation for Detecting Trend Deviations in Systems with Natural Variability. Steven P. D. Woudenberg, Linda C. van der Gaag, Ad Feelders, Armin R. W. Elbers |
| 2014 | RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data. Jouke Witteveen, Wouter Duivesteijn, Arno J. Knobbe, Peter Grünwald |
| 2014 | Resampling Approaches to Improve News Importance Prediction. Nuno Moniz, Luís Torgo, Fátima Rodrigues |
| 2014 | Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD. Christian Borgelt, David Picado-Muiño |
| 2014 | The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction. Somsack Inthasone, Nicolas Pasquier, Andrea G. B. Tettamanzi, Célia da Costa Pereira |
| 2014 | Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships. Mohammad Tareq Jaber, Panagiotis Papapetrou, Sven Helmer, Peter T. Wood |
| 2014 | Widened KRIMP: Better Performance through Diverse Parallelism. Oliver Sampson, Michael R. Berthold |