Table of Contents

• Data, Not Dogma: Big Data, Open Data, and the Opportunities AheadDavid J. Hand. 1-12 [doi]
• Computational Techniques for Crop Disease Monitoring in the Developing WorldJohn Quinn. 13-18 [doi]
• Subjective Interestingness in Exploratory Data MiningTijl De Bie. 19-31 [doi]
• Time Point Estimation of a Single Sample from High Throughput Experiments Based on Time-Resolved Data and Robust Correlation MeasuresNada Abidi, Frank Klawonn, Jörg Oliver Thumfart. 32-43 [doi]
• Detecting Events in Molecular Dynamics SimulationsIris Adä, Michael R. Berthold. 44-55 [doi]
• Graph Clustering by Maximizing Statistical Association MeasuresJulien Ah-Pine. 56-67 [doi]
• Evaluation of Association Rule Quality Measures through Feature ExtractionJosé L. Balcázar, Francis Dogbey. 68-79 [doi]
• Towards Comprehensive Concept Description Based on Association RulesPetr Berka. 80-91 [doi]
• CD-MOA: Change Detection Framework for Massive Online AnalysisAlbert Bifet, Jesse Read, Bernhard Pfahringer, Geoff Holmes, Indre Zliobaite. 92-103 [doi]
• Integrating Multiple Studies of Wheat Microarray Data to Identify Treatment-Specific Regulatory NetworksValeria Bo, Artem Lysenko, Mansoor Saqi, Dimah Z. Habash, Allan Tucker. 104-115 [doi]
• Finding Frequent Patterns in Parallel Point ProcessesChristian Borgelt, David Picado-Muiño. 116-126 [doi]
• Behavioral Clustering for Point ProcessesChristian Braune, Christian Borgelt, Rudolf Kruse. 127-137 [doi]
• Estimating Prediction Certainty in Decision TreesEduardo P. Costa, Sicco Verwer, Hendrik Blockeel. 138-149 [doi]
• Interactive Discovery of Interesting Subgroup SetsVladimir Dzyuba, Matthijs van Leeuwen. 150-161 [doi]
• Gaussian Mixture Models for Time Series Modelling, Forecasting, and InterpolationEmil Eirola, Amaury Lendasse. 162-173 [doi]
• When Does Active Learning Work?Lewis P. G. Evans, Niall M. Adams, Christoforos Anagnostopoulos. 174-185 [doi]
• OrderSpan: Mining Closed Partially Ordered PatternsMickaël Fabrègue, Agnès Braud, Sandra Bringay, Florence Le Ber, Maguelonne Teisseire. 186-197 [doi]
• Learning Multiple Temporal Matching for Time Series ClassificationCedric Frambourg, Ahlame Douzal Chouakria, Éric Gaussier. 198-209 [doi]
• On the Importance of Nonlinear Modeling in Computer Performance PredictionJoshua Garland, Elizabeth Bradley. 210-222 [doi]
• Diversity-Driven WideningVioleta N. Ivanova, Michael R. Berthold. 223-236 [doi]
• Towards Indexing of Web3D Signing AvatarsKabil Jaballah, Mohamed Jemni. 237-248 [doi]
• Variational Bayesian PCA versus k-NN on a Very Sparse Reddit Voting DatasetJussa Klapuri, Ilari T. Nieminen, Tapani Raiko, Krista Lagus. 249-260 [doi]
• Analysis of Cluster Structure in Large-Scale English Wikipedia Category NetworksThidawan Klaysri, Trevor I. Fenner, Oded Lachish, Mark Levene, Panagiotis Papapetrou. 261-272 [doi]
• 1d-SAX: A Novel Symbolic Representation for Time SeriesSimon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard. 273-284 [doi]
• Learning Models of Activities Involving Interacting ObjectsCristina E. Manfredotti, Kim Steenstrup Pedersen, Howard J. Hamilton, Sandra Zilles. 285-297 [doi]
• Correcting the Usage of the Hoeffding Inequality in Stream MiningPawel Matuszyk, Georg Krempl, Myra Spiliopoulou. 298-309 [doi]
• Exploratory Data Analysis through the Inspection of the Probability Density Function of the Number of NeighborsAntonio Neme, Antonio Nido. 310-321 [doi]
• The Modelling of Glaucoma Progression through the Use of Cellular AutomataStelios Pavlidis, Stephen Swift, Allan Tucker, Steve Counsell. 322-332 [doi]
• Towards Narrative Ideation via Cross-Context Link Discovery Using Banded MatricesMatic Perovsek, Bojan Cestnik, Tanja Urbancic, Simon Colton, Nada Lavrac. 333-344 [doi]
• Gaussian Topographic Co-clustering ModelRodolphe Priam, Mohamed Nadif, Gérard Govaert. 345-356 [doi]
• Preventing Churn in Telecommunications: The Forgotten NetworkDejan Radosavljevik, Peter van der Putten. 357-368 [doi]
• Computational Properties of Fiction Writing and Collaborative WorkJoseph Reddington, Fionn Murtagh, Douglas-Cowie. 369-379 [doi]
• Classifier Evaluation with Missing Negative Class LabelsAndrew K. Rider, Reid A. Johnson, Darcy A. Davis, T. Ryan Hoens, Nitesh V. Chawla. 380-391 [doi]
• Dynamic MMHC: A Local Search Algorithm for Dynamic Bayesian Network Structure LearningGhada Trabelsi, Philippe Leray, Mounir Ben Ayed, Adel M. Alimi. 392-403 [doi]
• Accurate Visual Features for Automatic Tag Correction in VideosHoang-Tung Tran, Élisa Fromont, François Jacquenet, Baptiste Jeudy. 404-415 [doi]
• Ontology Database System and TriggersAngelina A. Tzacheva, Tyrone S. Toland, Peyton H. Poole, Daniel J. Barnes. 416-426 [doi]
• A Policy Iteration Algorithm for Learning from Preference-Based FeedbackChristian Wirth, Johannes Fürnkranz. 427-437 [doi]
• Multiclass Learning from Multiple Uncertain AnnotationsChirine Wolley, Mohamed Quafafou. 438-449 [doi]
• Learning Compositional Hierarchies of a Sensorimotor SystemJure Zabkar, Ales Leonardis. 450-461 [doi]