Advanced Data Mining and Applications: 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part I

Front Matter....Pages -
Mining E-Commerce Feedback Comments for Dimension Rating Profiles....Pages 1-12
Generating Domain-Specific Sentiment Lexicons for Opinion Mining....Pages 13-24
Effective Comment Sentence Recognition for Feature-Based Opinion Mining....Pages 25-35
Exploiting Co-occurrence Opinion Words for Semi-supervised Sentiment Classification....Pages 36-47
 HN - Sim : A Structural Similarity Measure over Object-Behavior Networks....Pages 48-59
Community Based User Behavior Analysis on Daily Mobile Internet Usage....Pages 60-71
Tracking Drift Types in Changing Data Streams....Pages 72-83
Continuously Extracting High-Quality Representative Set from Massive Data Streams....Pages 84-96
Change Itemset Mining in Data Streams....Pages 97-108
TKS: Efficient Mining of Top-K Sequential Patterns....Pages 109-120
When Optimization Is Just an Illusion....Pages 121-132
Accurate and Fast Dynamic Time Warping....Pages 133-144
Online Detecting Spreading Events with the Spatio-temporal Relationship in Water Distribution Networks....Pages 145-156
MLSP: Mining Hierarchically-Closed Multi-Level Sequential Patterns....Pages 157-168
Mining Maximal Sequential Patterns without Candidate Maintenance....Pages 169-180
Improved Slope One Collaborative Filtering Predictor Using Fuzzy Clustering....Pages 181-192
Towards Building Virtual Vocabularies in the Semantic Web....Pages 193-204
Web Mining Accelerated with In-Memory and Column Store Technology....Pages 205-216
Constructing a Novel Pos-neg Manifold for Global-Based Image Classification....Pages 217-228
3-D MRI Brain Scan Feature Classification Using an Oct-Tree Representation....Pages 229-240
Biometric Template Protection Based on Biometric Certificate and Fuzzy Fingerprint Vault....Pages 241-252
A Comparative Study of Three Image Representations for Population Estimation Mining Using Remote Sensing Imagery....Pages 253-264
Mixed-Norm Regression for Visual Classification....Pages 265-276
Research on Map Matching Based on Hidden Markov Model....Pages 277-287
A Rule-Based Named-Entity Recognition for Malay Articles....Pages 288-299
Small Is Powerful! Towards a Refinedly Enriched Ontology by Careful Pruning and Trimming....Pages 300-312
Refine the Corpora Based on Document Manifold....Pages 313-322
Online Friends Recommendation Based on Geographic Trajectories and Social Relations....Pages 323-335
The Spontaneous Behavior in Extreme Events: A Clustering-Based Quantitative Analysis....Pages 336-347
Restoring: A Greedy Heuristic Approach Based on Neighborhood for Correlation Clustering....Pages 348-359
A Local Greedy Search Method for Detecting Community Structure in Weighted Social Networks....Pages 360-371
Tree-Based Mining for Discovering Patterns of Reposting Behavior in Microblog....Pages 372-384
An Improved Parallel Hybrid Seed Expansion (PHSE) Method for Detecting Highly Overlapping Communities in Social Networks....Pages 385-396
A Simple Integration of Social Relationship and Text Data for Identifying Potential Customers in Microblogging....Pages 397-409
An Energy Model for Network Community Structure Detection....Pages 410-421
A Label Propagation-Based Algorithm for Community Discovery in Online Social Networks....Pages 422-433
Mining Twitter Data for Potential Drug Effects....Pages 434-443
Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging....Pages 444-455
Graph Based Feature Augmentation for Short and Sparse Text Classification....Pages 456-467
Exploring Deep Belief Nets to Detect and Categorize Chinese Entities....Pages 468-480
Extracting Novel Features for E-Commerce Page Quality Classification....Pages 481-492
Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification....Pages 493-504
Predicting Features in Complex 3D Surfaces Using a Point Series Representation: A Case Study in Sheet Metal Forming....Pages 505-516
Automatic Labeling of Forums Using Bloom’s Taxonomy....Pages 517-528
Classifying Papers from Different Computer Science Conferences....Pages 529-541
Vertex Unique Labelled Subgraph Mining for Vertex Label Classification....Pages 542-553
A Similarity-Based Grouping Method for Molecular Docking in Distributed System....Pages 554-563
A Bag-of-Tones Model with MFCC Features for Musical Genre Classification....Pages 564-575
The GEPSO-Classification Algorithm....Pages 576-583
Back Matter....Pages -