Discovery Science: 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings

Front Matter....Pages -
Explaining Mixture Models through Semantic Pattern Mining and Banded Matrix Visualization....Pages 1-12
Big Data Analysis of StockTwits to Predict Sentiments in the Stock Market....Pages 13-24
Synthetic Sequence Generator for Recommender Systems – Memory Biased Random Walk on a Sequence Multilayer Network....Pages 25-36
Predicting Sepsis Severity from Limited Temporal Observations....Pages 37-48
Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining....Pages 49-61
Antipattern Discovery in Ethiopian Bagana Songs....Pages 62-72
Categorize, Cluster, and Classify: A 3-C Strategy for Scientific Discovery in the Medical Informatics Platform of the Human Brain Project....Pages 73-86
Multilayer Clustering: A Discovery Experiment on Country Level Trading Data....Pages 87-98
Medical Document Mining Combining Image Exploration and Text Characterization....Pages 99-110
Mining Cohesive Itemsets in Graphs....Pages 111-122
Mining Rank Data....Pages 123-134
Link Prediction on the Semantic MEDLINE Network....Pages 135-143
Medical Image Retrieval Using Multimodal Data....Pages 144-155
Fast Computation of the Tree Edit Distance between Unordered Trees Using IP Solvers....Pages 156-167
Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency....Pages 168-179
Incremental Learning with Social Media Data to Predict Near Real-Time Events....Pages 180-191
Stacking Label Features for Learning Multilabel Rules....Pages 192-203
Selective Forgetting for Incremental Matrix Factorization in Recommender Systems....Pages 204-215
Providing Concise Database Covers Instantly by Recursive Tile Sampling....Pages 216-227
Resampling-Based Framework for Estimating Node Centrality of Large Social Network....Pages 228-239
Detecting Maximum k -Plex with Iterative Proper ℓ-Plex Search....Pages 240-251
Exploiting Bhattacharyya Similarity Measure to Diminish User Cold-Start Problem in Sparse Data....Pages 252-263
Failure Prediction – An Application in the Railway Industry....Pages 264-275
Wind Power Forecasting Using Time Series Cluster Analysis....Pages 276-287
Feature Selection in Hierarchical Feature Spaces....Pages 288-300
Incorporating Regime Metrics into Latent Variable Dynamic Models to Detect Early-Warning Signals of Functional Changes in Fisheries Ecology....Pages 301-312
An Efficient Algorithm for Enumerating Chordless Cycles and Chordless Paths....Pages 313-324
Algorithm Selection on Data Streams....Pages 325-336
Sparse Coding for Key Node Selection over Networks....Pages 337-349
Variational Dependent Multi-output Gaussian Process Dynamical Systems....Pages 350-361
Erratum: Categorize, Cluster, and Classify: A 3-C Strategy for Scientific Discovery in the Medical Informatics Platform of the Human Brain Project....Pages E1-E1
Back Matter....Pages -