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13. IDA 2014: Leuven, Belgium
- Hendrik Blockeel
, Matthijs van Leeuwen, Veronica Vinciotti
Advances in Intelligent Data Analysis XIII - 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 - November 1, 2014. Proceedings. Lecture Notes in Computer Science 8819, Springer 2014, ISBN 978-3-319-12570-1
Selected Contributions
- Blake Anderson, Terran Lane, Curtis Hash:
Malware Phylogenetics Based on the Multiview Graphical Lasso. 1-12 - Argimiro Arratia
Modeling Stationary Data by a Class of Generalized Ornstein-Uhlenbeck Processes: The Gaussian Case. 13-24 - Mahir Arzoky, Stephen Swift, Steve Counsell, James Cain:
An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins. 25-36 - Christian Borgelt, David Picado-Muiño:
Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD. 37-48 - Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. 49-60 - Steve Counsell, Allan Tucker, Stephen Swift, Guy Fitzgerald, Jason Peters:
Comparing Pre-defined Software Engineering Metrics with Free-Text for the Prediction of Code 'Ripples'. 61-71 - Bernard de Bono, Pierre Grenon, Michiel Helvensteijn, Joost N. Kok, Natallia Kokash
ApiNATOMY: Towards Multiscale Views of Human Anatomy. 72-83 - Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut:
Granularity of Co-evolution Patterns in Dynamic Attributed Graphs. 84-95 - Pedro Dias, João Magalhães:
Multi-user Diverse Recommendations through Greedy Vertex-Angle Maximization. 96-107 - Philippe Fournier-Viger, Ted Gueniche, Souleymane Zida, Vincent S. Tseng:
ERMiner: Sequential Rule Mining Using Equivalence Classes. 108-119 - Tommy Hielscher, Myra Spiliopoulou, Henry Völzke, Jens-Peter Kühn:
Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder. 120-130 - Somsack Inthasone, Nicolas Pasquier, Andrea G. B. Tettamanzi, Célia da Costa Pereira:
The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction. 131-142 - Mohammad Tareq Jaber, Panagiotis Papapetrou, Sven Helmer, Peter T. Wood
Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships. 143-154 - Pedro F. Jiménez-Pérez
Modeling Daily Profiles of Solar Global Radiation Using Statistical and Data Mining Techniques. 155-166 - Kavitha Karimbi Mahesh
Identification of Bilingual Segments for Translation Generation. 167-178 - Alexios Kotsifakos, Panagiotis Papapetrou:
Model-Based Time Series Classification. 179-191 - Charlotte Laclau, Mohamed Nadif:
Fast Simultaneous Clustering and Feature Selection for Binary Data. 192-202 - Sandy Moens, Mario Boley:
Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling. 203-214 - Nuno Moniz
Resampling Approaches to Improve News Importance Prediction. 215-226 - Luís Moreira-Matias, João Gama
An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time. 227-238 - Julien Rabatel, Sandra Bringay, Pascal Poncelet
Mining Representative Frequent Patterns in a Hierarchy of Contexts. 239-250 - Jesse Read, Jaakko Hollmén:
A Deep Interpretation of Classifier Chains. 251-262 - El Mehdi Rochd, Mohamed Quafafou:
A Nonparametric Mixture Model for Personalizing Web Search. 263-275 - Oliver Sampson, Michael R. Berthold:
Widened KRIMP: Better Performance through Diverse Parallelism. 276-285 - Anke Schweier, Frank Höppner:
Finding the Intrinsic Patterns in a Collection of Time Series. 286-297 - Neda Trifonova, Daniel Duplisea
A Spatio-temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries. 298-308 - Allan Tucker, Don Kirkup:
Extracting Predictive Models from Marked-Up Free-Text Documents at the Royal Botanic Gardens, Kew, London. 309-320 - Melissa J. Turcotte, Nicholas A. Heard, Joshua Neil:
Detecting Localised Anomalous Behaviour in a Computer Network. 321-332 - Antti Ukkonen:
Indirect Estimation of Shortest Path Distributions with Small-World Experiments. 333-344 - Harm de Vries, George Azzopardi
Parametric Nonlinear Regression Models for Dike Monitoring Systems. 345-355 - David John Weston:
Exploiting Novel Properties of Space-Filling Curves for Data Analysis. 356-367 - Jouke Witteveen, Wouter Duivesteijn, Arno J. Knobbe
RealKrimp - Finding Hyperintervals that Compress with MDL for Real-Valued Data. 368-379 - Steven P. D. Woudenberg, Linda C. van der Gaag, Ad Feelders, Armin R. W. Elbers:
Real-Time Adaptive Residual Calculation for Detecting Trend Deviations in Systems with Natural Variability. 380-392
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