Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II

Front Matter....Pages -
ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation....Pages 1-12
Product and User Dependent Social Network Models for Recommender Systems....Pages 13-24
Learning Representative Nodes in Social Networks....Pages 25-36
Tracing Influential Nodes in a Social Network with Competing Information....Pages 37-48
ViStruclizer: A Structural Visualizer for Multi-dimensional Social Networks....Pages 49-60
Influential Nodes in a One-Wave Diffusion Model for Location-Based Social Networks....Pages 61-72
Modeling Social Information Learning among Taxi Drivers....Pages 73-84
Mining User Interests from Information Sharing Behaviors in Social Media....Pages 85-98
Anonymization for Multiple Released Social Network Graphs....Pages 99-110
A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances....Pages 111-122
Clustering Patient Medical Records via Sparse Subspace Representation....Pages 123-134
A Unified Metric for Categorical and Numerical Attributes in Data Clustering....Pages 135-146
An Extension of the Infinite Relational Model Incorporating Interaction between Objects....Pages 147-159
Density-Based Clustering Based on Hierarchical Density Estimates....Pages 160-172
Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion....Pages 173-184
The Role of Hubs in Cross-Lingual Supervised Document Retrieval....Pages 185-196
Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters....Pages 197-208
Query-Document Relevance Topic Models....Pages 209-220
A Two-Stage Approach for Generating Topic Models....Pages 221-232
Effective Top-Down Active Learning for Hierarchical Text Classification....Pages 233-244
Forgetting Word Segmentation in Chinese Text Classification with L 1-Regularized Logistic Regression....Pages 245-255
 Crest : Cluster-based Representation Enrichment for Short Text Classification....Pages 256-267
Cross Language Prediction of Vandalism on Wikipedia Using Article Views and Revisions....Pages 268-279
An Optimized Cost-Sensitive SVM for Imbalanced Data Learning....Pages 280-292
A Positive-biased Nearest Neighbour Algorithm for Imbalanced Classification....Pages 293-304
Class Based Weighted K-Nearest Neighbor over Imbalance Dataset....Pages 305-316
ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning....Pages 317-328
Differential Privacy Preserving Spectral Graph Analysis....Pages 329-340
Sorted Nearest Neighborhood Clustering for Efficient Private Blocking....Pages 341-352
On Linear Refinement of Differential Privacy-Preserving Query Answering....Pages 353-364
A Coupled Clustering Approach for Items Recommendation....Pages 365-376
Location Recommendation Based on Periodicity of Human Activities and Location Categories....Pages 377-389
Top-N Recommendations by Learning User Preference Dynamics....Pages 390-401
Semantic Title Evaluation and Recommendation Based on Topic Models....Pages 402-413
Video Quality Prediction over Wireless 4G....Pages 414-425
A Self-immunizing Manifold Ranking for Image Retrieval....Pages 426-436
Low-Rank Matrix Recovery with Discriminant Regularization....Pages 437-448
Multi-Manifold Ranking: Using Multiple Features for Better Image Retrieval....Pages 449-460
One Pass Concept Change Detection for Data Streams....Pages 461-472
Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams....Pages 473-484
A Concept-Drifting Detection Algorithm for Categorical Evolving Data....Pages 485-496
Framework for Storing and Processing Relational Entities in Stream Mining....Pages 497-508
Discovering Semantics from Multiple Correlated Time Series Stream....Pages 509-520
Matrix Factorization With Aggregated Observations....Pages 521-532
An Approach to Identifying False Traces in Process Event Logs....Pages 533-545
Split-Merge Augmented Gibbs Sampling for Hierarchical Dirichlet Processes....Pages 546-557
Adaptive Temporal Entity Resolution on Dynamic Databases....Pages 558-569
Fuzzy Multi-Sphere Support Vector Data Description....Pages 570-581
Erratum: A Coupled Clustering Approach for Items Recommendation....Pages E1-E1
Back Matter....Pages -