Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings

Front Matter....Pages -
Bisociative Knowledge Discovery....Pages 1-7
Computational Sustainability....Pages 8-8
Intelligent Data Analysis: Keeping Pace with Technological Advances....Pages 9-9
Comparative Analysis of Power Consumption in University Buildings Using envSOM....Pages 10-21
Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices....Pages 22-33
Intra-Firm Information Flow: A Content-Structure Perspective....Pages 34-42
Mining Fault-Tolerant Item Sets Using Subset Size Occurrence Distributions....Pages 43-54
Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing....Pages 55-66
Towards Automatic Pathway Generation from Biological Full-Text Publications....Pages 67-79
Online Writing Data Representation: A Graph Theory Approach....Pages 80-89
Online Evaluation of Email Streaming Classifiers Using GNUsmail....Pages 90-100
The Dynamic Stage Bayesian Network: Identifying and Modelling Key Stages in a Temporal Process....Pages 101-112
Mining Train Delays....Pages 113-124
Robustness of Change Detection Algorithms....Pages 125-137
GaMuSo: Graph Base Music Recommendation in a Social Bookmarking Service....Pages 138-149
Resampling-Based Change Point Estimation....Pages 150-161
Learning about the Learning Process....Pages 162-172
Predicting Computer Performance Dynamics....Pages 173-184
Prototype-Based Classification of Dissimilarity Data....Pages 185-197
Automatic Layout Design Solution....Pages 198-209
An Alternative to ROC and AUC Analysis of Classifiers....Pages 210-221
The Algorithm APT to Classify in Concurrence of Latency and Drift....Pages 222-233
Identification of Nuclear Magnetic Resonance Signals via Gaussian Mixture Decomposition....Pages 234-245
Graphical Feature Selection for Multilabel Classification Tasks....Pages 246-257
A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages....Pages 258-269
Data Quality through Model Checking Techniques....Pages 270-281
Generating Automated News to Explain the Meaning of Sensor Data....Pages 282-293
Binding Statistical and Machine Learning Models for Short-Term Forecasting of Global Solar Radiation....Pages 294-305
Bisociative Discovery of Interesting Relations between Domains....Pages 306-317
Collaboration-Based Function Prediction in Protein-Protein Interaction Networks....Pages 318-327
Mining Sentiments from Songs Using Latent Dirichlet Allocation....Pages 328-339
Analyzing Parliamentary Elections Based on Voting Advice Application Data....Pages 340-351
Integrating Marine Species Biomass Data by Modelling Functional Knowledge....Pages 352-363
A Stylometric Study and Assessment of Machine Translators....Pages 364-375
Traffic Events Modeling for Structural Health Monitoring....Pages 376-387
Supervised Learning in Parallel Universes Using Neighborgrams....Pages 388-400
 i MMPC: A Local Search Approach for Incremental Bayesian Network Structure Learning....Pages 401-412
Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features....Pages 413-423
Back Matter....Pages -