Discovery Science: 18th International Conference, DS 2015, Banff, AB, Canada, October 4–6, 2015, Proceedings

Front Matter....Pages -
Resolution Transfer in Cancer Classification Based on Amplification Patterns....Pages 1-8
Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning....Pages 9-16
Discovery of Parameters for Animation of Midge Swarms....Pages 17-24
No Sentiment is an Island....Pages 25-32
Active Learning for Classifying Template Matches in Historical Maps....Pages 33-47
An Evaluation of Score Descriptors Combined with Non-linear Models of Expressive Dynamics in Music....Pages 48-62
Geo-Coordinated Parallel Coordinates (GCPC): A Case Study of Environmental Data Analysis....Pages 63-77
Generalized Shortest Path Kernel on Graphs....Pages 78-85
Ensembles of Extremely Randomized Trees for Multi-target Regression....Pages 86-100
Clustering-Based Optimised Probabilistic Active Learning (COPAL)....Pages 101-115
Predictive Analysis on Tracking Emails for Targeted Marketing....Pages 116-130
Semi-supervised Learning for Stream Recommender Systems....Pages 131-145
Detecting Transmembrane Proteins Using Decision Trees....Pages 146-160
Change Point Detection for Information Diffusion Tree....Pages 161-169
Multi-label Classification via Multi-target Regression on Data Streams....Pages 170-185
Periodical Skeletonization for Partially Periodic Pattern Mining....Pages 186-200
Predicting Drugs Adverse Side-Effects Using a Recommender-System....Pages 201-208
Dr. Inventor Framework: Extracting Structured Information from Scientific Publications....Pages 209-220
Predicting Protein Function and Protein-Ligand Interaction with the 3D Neighborhood Kernel....Pages 221-235
Hierarchical Multidimensional Classification of Web Documents with MultiWebClass....Pages 236-250
Evaluating the Effectiveness of Hashtags as Predictors of the Sentiment of Tweets....Pages 251-265
On the Feasibility of Discovering Meta-Patterns from a Data Ensemble....Pages 266-274
An Algorithm for Influence Maximization in a Two-Terminal Series Parallel Graph and its Application to a Real Network....Pages 275-283
Benchmarking Stream Clustering for Churn Detection in Dynamic Networks....Pages 284-298
Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface....Pages 299-307
KeCo: Kernel-Based Online Co-agreement Algorithm....Pages 308-315
Tree PCA for Extracting Dominant Substructures from Labeled Rooted Trees....Pages 316-323
Enumerating Maximal Clique Sets with Pseudo-Clique Constraint....Pages 324-339
Back Matter....Pages -