| 2013 | 1d-SAX: A Novel Symbolic Representation for Time Series. Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard |
| 2013 | A Policy Iteration Algorithm for Learning from Preference-Based Feedback. Christian Wirth, Johannes Fürnkranz |
| 2013 | Accurate Visual Features for Automatic Tag Correction in Videos. Hoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy |
| 2013 | Advances in Intelligent Data Analysis XII - 12th International Symposium, IDA 2013, London, UK, October 17-19, 2013. Proceedings Allan Tucker, Frank Höppner, Arno Siebes, Stephen Swift |
| 2013 | Analysis of Cluster Structure in Large-Scale English Wikipedia Category Networks. Thidawan Klaysri, Trevor I. Fenner, Oded Lachish, Mark Levene, Panagiotis Papapetrou |
| 2013 | Behavioral Clustering for Point Processes. Christian Braune, Christian Borgelt, Rudolf Kruse |
| 2013 | CD-MOA: Change Detection Framework for Massive Online Analysis. Albert Bifet, Jesse Read, Bernhard Pfahringer, Geoff Holmes, Indre Zliobaite |
| 2013 | Classifier Evaluation with Missing Negative Class Labels. Andrew K. Rider, Reid A. Johnson, Darcy A. Davis, T. Ryan Hoens, Nitesh V. Chawla |
| 2013 | Computational Properties of Fiction Writing and Collaborative Work. Joseph Reddington, Fionn Murtagh, Douglas Cowie |
| 2013 | Computational Techniques for Crop Disease Monitoring in the Developing World. John Quinn |
| 2013 | Correcting the Usage of the Hoeffding Inequality in Stream Mining. Pawel Matuszyk, Georg Krempl, Myra Spiliopoulou |
| 2013 | Data, Not Dogma: Big Data, Open Data, and the Opportunities Ahead. David J. Hand |
| 2013 | Detecting Events in Molecular Dynamics Simulations. Iris Adä, Michael R. Berthold |
| 2013 | Diversity-Driven Widening. Violeta N. Ivanova, Michael R. Berthold |
| 2013 | Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure Learning. Ghada Trabelsi, Philippe Leray, Mounir Ben Ayed, Adel M. Alimi |
| 2013 | Estimating Prediction Certainty in Decision Trees. Eduardo P. Costa, Sicco Verwer, Hendrik Blockeel |
| 2013 | Evaluation of Association Rule Quality Measures through Feature Extraction. José L. Balcázar, Francis Dogbey |
| 2013 | Exploratory Data Analysis through the Inspection of the Probability Density Function of the Number of Neighbors. Antonio Neme, Antonio Nido |
| 2013 | Finding Frequent Patterns in Parallel Point Processes. Christian Borgelt, David Picado-Muiño |
| 2013 | Gaussian Mixture Models for Time Series Modelling, Forecasting, and Interpolation. Emil Eirola, Amaury Lendasse |
| 2013 | Gaussian Topographic Co-clustering Model. Rodolphe Priam, Mohamed Nadif, Gérard Govaert |
| 2013 | Graph Clustering by Maximizing Statistical Association Measures. Julien Ah-Pine |
| 2013 | Integrating Multiple Studies of Wheat Microarray Data to Identify Treatment-Specific Regulatory Networks. Valeria Bo, Artem Lysenko, Mansoor A. S. Saqi, Dimah Z. Habash, Allan Tucker |
| 2013 | Interactive Discovery of Interesting Subgroup Sets. Vladimir Dzyuba, Matthijs van Leeuwen |
| 2013 | Learning Compositional Hierarchies of a Sensorimotor System. Jure Zabkar, Ales Leonardis |
| 2013 | Learning Models of Activities Involving Interacting Objects. Cristina E. Manfredotti, Kim Steenstrup Pedersen, Howard J. Hamilton, Sandra Zilles |
| 2013 | Learning Multiple Temporal Matching for Time Series Classification. Cedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier |
| 2013 | Multiclass Learning from Multiple Uncertain Annotations. Chirine Wolley, Mohamed Quafafou |
| 2013 | On the Importance of Nonlinear Modeling in Computer Performance Prediction. Joshua Garland, Elizabeth Bradley |
| 2013 | Ontology Database System and Triggers. Angelina A. Tzacheva, Tyrone S. Toland, Peyton H. Poole, Daniel J. Barnes |
| 2013 | OrderSpan: Mining Closed Partially Ordered Patterns. Mickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne Teisseire |
| 2013 | Preventing Churn in Telecommunications: The Forgotten Network. Dejan Radosavljevik, Peter van der Putten |
| 2013 | Subjective Interestingness in Exploratory Data Mining. Tijl De Bie |
| 2013 | The Modelling of Glaucoma Progression through the Use of Cellular Automata. Stelios Pavlidis, Stephen Swift, Allan Tucker, Steve Counsell |
| 2013 | Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation Measures. Nada Abidi, Frank Klawonn, Jörg Oliver Thumfart |
| 2013 | Towards Comprehensive Concept Description Based on Association Rules. Petr Berka |
| 2013 | Towards Indexing of Web3D Signing Avatars. Kabil Jaballah, Mohamed Jemni |
| 2013 | Towards Narrative Ideation via Cross-Context Link Discovery Using Banded Matrices. Matic Perovsek, Bojan Cestnik, Tanja Urbancic, Simon Colton, Nada Lavrac |
| 2013 | Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting Dataset. Jussa Klapuri, Ilari T. Nieminen, Tapani Raiko, Krista Lagus |
| 2013 | When Does Active Learning Work? Lewis Percival Gordon Evans, Niall M. Adams, Christoforos Anagnostopoulos |