Advances in Intelligent Data Analysis XIII: 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings

Front Matter....Pages -
Malware Phylogenetics Based on the Multiview Graphical Lasso....Pages 1-12
Modeling Stationary Data by a Class of Generalized Ornstein-Uhlenbeck Processes: The Gaussian Case....Pages 13-24
An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins....Pages 25-36
Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD....Pages 37-48
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors....Pages 49-60
Comparing Pre-defined Software Engineering Metrics with Free-Text for the Prediction of Code ‘Ripples’....Pages 61-71
ApiNATOMY: Towards Multiscale Views of Human Anatomy....Pages 72-83
Granularity of Co-evolution Patterns in Dynamic Attributed Graphs....Pages 84-95
Multi-user Diverse Recommendations through Greedy Vertex-Angle Maximization....Pages 96-107
ERMiner: Sequential Rule Mining Using Equivalence Classes....Pages 108-119
Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder....Pages 120-130
The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction....Pages 131-142
Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships....Pages 143-154
Modeling Daily Profiles of Solar Global Radiation Using Statistical and Data Mining Techniques....Pages 155-166
Identification of Bilingual Segments for Translation Generation....Pages 167-178
Model-Based Time Series Classification....Pages 179-191
Fast Simultaneous Clustering and Feature Selection for Binary Data....Pages 192-202
Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling....Pages 203-214
Resampling Approaches to Improve News Importance Prediction....Pages 215-226
An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time....Pages 227-238
Mining Representative Frequent Patterns in a Hierarchy of Contexts....Pages 239-250
A Deep Interpretation of Classifier Chains....Pages 251-262
A Nonparametric Mixture Model for Personalizing Web Search....Pages 263-275
Widened KRIMP: Better Performance through Diverse Parallelism....Pages 276-285
Finding the Intrinsic Patterns in a Collection of Time Series....Pages 286-297
A Spatio-temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries....Pages 298-308
Extracting Predictive Models from Marked-Up Free-Text Documents at the Royal Botanic Gardens, Kew, London....Pages 309-320
Detecting Localised Anomalous Behaviour in a Computer Network....Pages 321-332
Indirect Estimation of Shortest Path Distributions with Small-World Experiments....Pages 333-344
Parametric Nonlinear Regression Models for Dike Monitoring Systems....Pages 345-355
Exploiting Novel Properties of Space-Filling Curves for Data Analysis....Pages 356-367
RealKrimp — Finding Hyperintervals that Compress with MDL for Real-Valued Data....Pages 368-379
Real-Time Adaptive Residual Calculation for Detecting Trend Deviations in Systems with Natural Variability....Pages 380-392
Back Matter....Pages -