Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers

Front Matter....Pages I-XV
Front Matter....Pages 1-1
ProbitUCB: A Novel Method for Review Ranking....Pages 3-15
From Cluster-Based Outlier Detection to Time Series Discord Discovery....Pages 16-28
Web Site Audience Segmentation Using Hybrid Alignment Techniques....Pages 29-40
Mining Massive-Scale Spatiotemporal Trajectories in Parallel: A Survey....Pages 41-52
Manifold Regularized Symmetric Joint Link Model for Overlapping Community Detection....Pages 53-65
High Dimensional Explicit Feature Biased Matrix Factorization Recommendation....Pages 66-77
A Simhash-Based Generalized Framework for Citation Matching in MapReduce....Pages 78-90
A Cloud Based Type-2 Diabetes Mellitus Lifestyle Self-Management System....Pages 91-103
Construction of a Prediction Model for Nephropathy Among Obese Patients Using Genetic and Clinical Features....Pages 104-112
A Research of Applying Association Rules and Decision Tree to Endometriosis....Pages 113-124
A Dynamic Feature Selection Based LDA Approach to Baseball Pitch Prediction....Pages 125-137
Front Matter....Pages 139-139
A Study of Interestingness Measures for Associative Classification on Imbalanced Data....Pages 141-151
Evaluation of Community Mining Algorithms in the Presence of Attributes....Pages 152-163
Leveraging the Common Cause of Errors for Constraint-Based Data Cleansing....Pages 164-176
Analyzing User Behaviors Based on Temporal Patterns of Sequential Pattern Evaluation Indices on Twitter....Pages 177-188
Model Selection of Symbolic Regression to Improve the Accuracy of PM2.5 Concentration Prediction....Pages 189-197
Internal Clustering Evaluation of Data Streams....Pages 198-209
Feature Maximization Based Clustering Quality Evaluation: A Promising Approach....Pages 210-222
Front Matter....Pages 223-223
Integrating Content Centric Networking and Web Content Mining: A Future Efficient Internet Architecture for Healthcare....Pages 225-236
Citation Enrichment Improves Deduplication of Primary Evidence....Pages 237-244
Front Matter....Pages 223-223
Learning Entry Profiles of Children with Autism from Multivariate Treatment Information Using Restricted Boltzmann Machines....Pages 245-257
Front Matter....Pages 259-259
Fast Dependency Parsing Using Distributed Word Representations....Pages 261-272
Modeling Vietnamese Speech Prosody: A Step-by-Step Approach Towards an Expressive Speech Synthesis System....Pages 273-287
Back Matter....Pages 289-289