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

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This book constitutes the refereed conference proceedings of the 13th International Conference on Intelligent Data Analysis, which was held in October/November 2014 in Leuven, Belgium. The 33 revised full papers together with 3 invited papers were carefully reviewed and selected from 70 submissions handling all kinds of modeling and analysis methods, irrespective of discipline. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems.

Selected Contributions
Malware Phylogenetics Based on the Multiview Graphical Lasso
1(12)
Blake Anderson
Terran Lane
Curtis Hash
Modeling Stationary Data by a Class of Generalized Ornstein-Uhlenbeck Processes: The Gaussian Case
13(12)
Argimiro Arratia
Alejandra Cabana
Enrique M. Cabana
An Approach to Controlling the Runtime for Search Based Modularisation of Sequential Source Code Check-ins
25(12)
Mahir Arzoky
Stephen Swift
Steve Counsell
James Cain
Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD
37(12)
Christian Borgelt
David Picado-Muino
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors
49(12)
Marcin Budka
Mark Eastwood
Bogdan Gabrys
Petr Kadlec
Manuel Martin Salvador
Stephanie Schwan
Athanasios Tsakonas
Indre Zliobaite
Comparing Pre-defined Software Engineering Metrics with Free-Text for the Prediction of Code `Ripples'
61(11)
Steve Counsell
Allan Tucker
Stephen Swift
Guy Fitzgerald
Jason Peters
ApiNATOMY: Towards Multiscale Views of Human Anatomy
72(12)
Bernard de Bono
Pierre Grenon
Michiel Helvensteijn
Joost Kok
Natallia Kokash
Granularity of Co-evolution Patterns in Dynamic Attributed Graphs
84(12)
Elise Desmier
Marc Plantevit
Celine Robardet
Jean-Francois Boulicaut
Multi-user Diverse Recommendations through Greedy Vertex-Angle Maximization
96(12)
Pedro Dias
Joao Magalhaes
ERMiner: Sequential Rule Mining Using Equivalence Classes
108(12)
Philippe Fournier-Viger
Ted Gueniche
Souleymane Zida
Vincent S. Tseng
Mining Longitudinal Epidemiological Data to Understand a Reversible Disorder
120(11)
Tommy Hielscher
Myra Spiliopoulou
Henry Volzke
Jens-Peter Kuhn
The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction
131(12)
Somsack Inthasone
Nicolas Pasquier
Andrea G.B. Tettamanzi
Celia da Costa Pereira
Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships
143(12)
Mohammad Jaber
Panagiotis Papapetrou
Sven Helmer
Peter T. Wood
Modeling Daily Profiles of Solar Global Radiation Using Statistical and Data Mining Techniques
155(12)
Pedro F. Jimenez-Perez
Llanos Mora-Lopez
Identification of Bilingual Segments for Translation Generation
167(12)
Kavitha Karimbi Mahesh
Luis Gomes
Jose Gabriel P. Lopes
Model-Based Time Series Classification
179(13)
Alexios Kotsifakos
Panagiotis Papapetrou
Fast Simultaneous Clustering and Feature Selection for Binary Data
192(11)
Charlotte Laclau
Mohamed Nadif
Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling
203(12)
Sandy Moens
Mario Boley
Resampling Approaches to Improve News Importance Prediction
215(12)
Nuno Moniz
Luis Torgo
Fatima Rodrigues
An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time
227(12)
Luis Moreira-Matias
Joao Gama
Joao Mendes-Moreira
Jorge Freire de Sousa
Mining Representative Frequent Patterns in a Hierarchy of Contexts
239(12)
Julien Rabatel
Sandra Bringay
Pascal Poncelet
A Deep Interpretation of Classifier Chains
251(12)
Jesse Read
Jaakko Hollmen
A Nonparametric Mixture Model for Personalizing Web Search
263(13)
El Mehdi Rochd
Mohamed Quafafou
Widened KRIMP: Better Performance through Diverse Parallelism
276(10)
Oliver Sampson
Michael R. Berthold
Finding the Intrinsic Patterns in a Collection of Time Series
286(12)
Anke Schweier
Frank Hoppner
A Spatio-temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries
298(11)
Neda Trifonova
Daniel Duplisea
Andrew Kenny
Allan Tucker
Extracting Predictive Models from Marked-Up Free-Text Documents at the Royal Botanic Gardens, Kew, London
309(12)
Allan Tucker
Don Kirkup
Detecting Localised Anomalous Behaviour in a Computer Network
321(12)
Melissa Turcotte
Nicholas Heard
Joshua Neil
Indirect Estimation of Shortest Path Distributions with Small-World Experiments
333(12)
Antti Ukkonen
Parametric Nonlinear Regression Models for Dike Monitoring Systems
345(11)
Harm de Vries
George Azzopardi
Andre Koelewijn
Arno Knobbe
Exploiting Novel Properties of Space-Filling Curves for Data Analysis
356(12)
David J. Weston
RealKrimp --- Finding Hyperintervals that Compress with MDL for Real-Valued Data
368(12)
Jouke Witteveen
Wouter Duivesteijn
Arno Knobbe
Peter Grunwald
Real-Time Adaptive Residual Calculation for Detecting Trend Deviations in Systems with Natural Variability
380(13)
Steven P.D. Woudenberg
Linda C. van der Gaag
Ad Feelders
Armin R. W. Elbers
Author Index 393