Advances in Intelligent Data Analysis XIII 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 - November 1, 2014. Proceedings - Blockeel, Hendrik; Leeuwen, Matthijs van; Vinciotti, Veronica (Cham : Springer International Publishing, 2014)
Malware Phylogenetics Based on the Multiview Graphical Lasso -- Modeling stationary data by a class of generalized Ornstein-Uhlenbeck processes: the Gaussian case -- An approach to controlling the runtime for search based modularization of sequential source code check-ins Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD -- From Sensor Readings to Predictions: on the Process of Developing Practical Soft Sensors -- Comparing Pre-Defined Software Engineering Metrics with Free-Text for the Prediction of Code Ripples -- ApiNATOMY: Towards Multiscale Views of Human Anatomy -- Granularity of co-Evolution Patterns in Dynamic Attributed Graphs -- Multi-user diverse recommendations through greedy vertex-angle maximization -- ERMiner: Sequential Rule Mining using Equivalence Classes -- Mining longitudinal epidemiological data to understand a reversible disorder -- The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction -- Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships -- Modeling daily profiles of solar global radiation using statistical and data mining techniques -- Model-based Time Series Classification -- Fast simultaneous clustering and feature selection for binary data -- Identifying Bilingual Segments for Translation Generation -- Instant Exceptional Model Mining using Weighted Controlled Pattern Sampling -- Resampling approaches to improve news importance prediction -- An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time -- Mining Representative Frequent Patterns in a Hierarchy of Contexts -- A Deep Interpretation of Classifier Chains -- A nonparametric mixture model for personalizing web search -- Widened KRIMP: Better Performance Through Diverse Parallelism -- Finding the Intrinsic Patterns in a Collection of Time Series -- A Spatio-Temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries -- Extracting Predictive Models from Marked-Up Free-Text Documents at The Royal Botanic Gardens, Kew, London -- Detecting Localised Anomalous Behaviour in a Computer Network.
Keywords: Computer science; Algorithms; Database management; Data mining; Information Storage and Retrieval; Artificial intelligence