دانلود کتاب Advanced Data Mining and Applications: 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part II

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Front Matter....Pages -
Generating Syntactic Tree Templates for Feature-Based Opinion Mining....Pages 1-12
Handling Concept Drift via Ensemble and Class Distribution Estimation Technique....Pages 13-26
HUE-Stream: Evolution-Based Clustering Technique for Heterogeneous Data Streams with Uncertainty....Pages 27-40
Hybrid Artificial Immune Algorithm and CMAC Neural Network Classifier for Supporting Business and Medical Decision Making....Pages 41-54
Improving Suffix Tree Clustering with New Ranking and Similarity Measures....Pages 55-68
Individual Doctor Recommendation Model on Medical Social Network....Pages 69-81
Influence Maximizing and Local Influenced Community Detection Based on Multiple Spread Model....Pages 82-95
Interactive Predicate Suggestion for Keyword Search on RDF Graphs....Pages 96-109
Intrinsic Dimension Induced Similarity Measure for Clustering....Pages 110-123
Learning to Make Social Recommendations: A Model-Based Approach....Pages 124-137
Microgroup Mining on TSina via Network Structure and User Attribute....Pages 138-151
Mining Good Sliding Window for Positive Pathogens Prediction in Pathogenic Spectrum Analysis....Pages 152-165
Mining Patterns from Longitudinal Studies....Pages 166-179
Mining Top-K Sequential Rules....Pages 180-194
Mining Uncertain Data Streams Using Clustering Feature Decision Trees....Pages 195-208
Multi-view Laplacian Support Vector Machines....Pages 209-222
New Developments of Determinacy Analysis....Pages 223-236
On Mining Anomalous Patterns in Road Traffic Streams....Pages 237-251
Ontology Guided Data Linkage Framework for Discovering Meaningful Data Facts....Pages 252-265
Predicting New User’s Behavior in Online Dating Systems....Pages 266-277
Sequential Pattern Mining from Stream Data....Pages 278-291
Social Influence Modeling on Smartphone Usage....Pages 292-303
Social Network Inference of Smartphone Users Based on Information Diffusion Models....Pages 304-317
Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP....Pages 318-331
Terrorist Organization Behavior Prediction Algorithm Based on Context Subspace....Pages 332-345
Topic Discovery and Topic-Driven Clustering for Audit Method Datasets....Pages 346-358
Transportation Modes Identification from Mobile Phone Data Using Probabilistic Models....Pages 359-371
User Graph Regularized Pairwise Matrix Factorization for Item Recommendation....Pages 372-385
Using Predicate-Argument Structures for Context-Dependent Opinion Retrieval....Pages 386-402
XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure....Pages 403-416
Back Matter....Pages -