Advanced Data Mining and Applications: 8th International Conference, ADMA 2012, Nanjing, China, December 15-18, 2012. Proceedings

Front Matter....Pages -
Leave or Stay: The Departure Dynamics of Wikipedia Editors....Pages 1-14
Cross-Modal Information Retrieval – A Case Study on Chinese Wikipedia....Pages 15-26
Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data....Pages 27-38
Community Extraction Based on Topic-Driven-Model for Clustering Users Tweets....Pages 39-51
Constrained Spectral Clustering Using Absorbing Markov Chains....Pages 52-63
Inducing Taxonomy from Tags: An Agglomerative Hierarchical Clustering Framework....Pages 64-77
Personalized Clustering for Social Image Search Results Based on Integration of Multiple Features....Pages 78-90
Query Directed Web Page Clustering Using Suffix Tree and Wikipedia Links....Pages 91-99
Mining Fuzzy Moving Object Clusters....Pages 100-114
Exemplars-Constraints for Semi-supervised Clustering....Pages 115-126
Customer Segmentation for Power Enterprise Based on Enhanced-FCM Algorithm....Pages 127-137
A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks....Pages 138-148
A New Manifold Learning Algorithm Based on Incremental Spectral Decomposition....Pages 149-160
Sparse Boosting with Correlation Based Penalty....Pages 161-172
Learning from Multiple Naive Annotators....Pages 173-185
Query by Committee in a Heterogeneous Environment....Pages 186-198
Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications....Pages 199-213
A New Multi-label Learning Algorithm Using Shelly Neighbors....Pages 214-222
Kernel Mean Matching with a Large Margin....Pages 223-234
Properly and Automatically Naming Java Methods: A Machine Learning Based Approach....Pages 235-246
A Bag Reconstruction Method for Multiple Instance Classification and Group Record Linkage....Pages 247-259
Semi-naive Bayesian Classification by Weighted Kernel Density Estimation....Pages 260-270
Spectral Clustering-Based Semi-supervised Sentiment Classification....Pages 271-283
Automatic Filtering of Valuable Features for Text Categorization....Pages 284-295
A Feature Selection Method for Improved Document Classification....Pages 296-305
An Ensemble Approach to Multi-label Classification of Textual Data....Pages 306-317
Hierarchical Text Classification for News Articles Based-on Named Entities....Pages 318-329
Document-Level Sentiment Classification Based on Behavior-Knowledge Space Method....Pages 330-339
NAP-SC: A Neural Approach for Prediction over Sparse Cubes....Pages 340-352
Semi-supervised Gaussian Process Regression and Its Feedback Design....Pages 353-366
A Graph-Based Churn Prediction Model for Mobile Telecom Networks....Pages 367-382
Facial Action Unit and Emotion Recognition with Head Pose Variations....Pages 383-394
Use of Supervised Learning to Predict Directionality of Links in a Network....Pages 395-406
Predicting Driving Direction with Weighted Markov Model....Pages 407-418
Pattern Mining, Semantic Label Identification and Movement Prediction Using Mobile Phone Data....Pages 419-430
Using Partially-Ordered Sequential Rules to Generate More Accurate Sequence Prediction....Pages 431-442
Particle Swarm Optimization of Information-Content Weighting of Symbolic Aggregate Approximation....Pages 443-455
Fast Nyström for Low Rank Matrix Approximation....Pages 456-464
An Enhanced Class-Attribute Interdependence Maximization Discretization Algorithm....Pages 465-476
Towards Normalizing the Edit Distance Using a Genetic Algorithms–Based Scheme....Pages 477-487
PCG: An Efficient Method for Composite Pattern Matching over Data Streams....Pages 488-501
Visual Fingerprinting: A New Visual Mining Approach for Large-Scale Spatio-temporal Evolving Data....Pages 502-515
Stock Trend Extraction via Matrix Factorization....Pages 516-526
Stock Price Forecasting with Support Vector Machines Based on Web Financial Information Sentiment Analysis....Pages 527-538
Automated Web Data Mining Using Semantic Analysis....Pages 539-551
Geospatial Data Mining on the Web: Discovering Locations of Emergency Service Facilities....Pages 552-563
Summarizing Semantic Associations Based on Focused Association Graph....Pages 564-576
News Sentiment Analysis Based on Cross-Domain Sentiment Word Lists and Content Classifiers....Pages 577-588
Integrating Data Mining and Optimization Techniques on Surgery Scheduling....Pages 589-602
Using Data Mining for Static Code Analysis of C....Pages 603-614
Fraud Detection in B2B Platforms Using Data Mining Techniques....Pages 615-624
Efficiently Identifying Duplicated Chinese Company Names in Large-Scale Registration Database....Pages 625-634
Keyword Graph: Answering Keyword Search over Large Graphs....Pages 635-649
Medical Image Retrieval Method Based on Relevance Feedback....Pages 650-662
Personalized Diversity Search Based on User’s Social Relationships....Pages 663-674
Towards a Tricksy Group Shilling Attack Model against Recommender Systems....Pages 675-688
Topic-Centric Recommender Systems for Bibliographic Datasets....Pages 689-700
Combining Spatial Cloaking and Dummy Generation for Location Privacy Preserving....Pages 701-712
Modeling Outlier Score Distributions....Pages 713-725
A Hybrid Anomaly Detection Framework in Cloud Computing Using One-Class and Two-Class Support Vector Machines....Pages 726-738
Residual Belief Propagation for Topic Modeling....Pages 739-752
The Author-Topic-Community Model: A Generative Model Relating Authors’ Interests and Their Community Structure....Pages 753-765
Constrained Closed Non Derivable Data Cubes....Pages 766-778
VS-Cube: Analyzing Variations of Multi-dimensional Patterns over Data Streams....Pages 779-792
Back Matter....Pages -