دانلود کتاب New Frontiers in Applied Data Mining: PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers

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Front Matter....Pages -
Front Matter....Pages 1-1
Evaluating the Regularity of Human Behavior from Mobile Phone Usage Logs....Pages 3-14
Explicit and Implicit User Preferences in Online Dating....Pages 15-27
Blogger-Link-Topic Model for Blog Mining....Pages 28-39
A Random Indexing Approach for Web User Clustering and Web Prefetching....Pages 40-52
Emotional Reactions to Real-World Events in Social Networks....Pages 53-64
Constructing Personal Knowledge Base: Automatic Key-Phrase Extraction from Multiple-Domain Web Pages....Pages 65-76
Discovering Valuable User Behavior Patterns in Mobile Commerce Environments....Pages 77-88
A Novel Method for Community Detection in Complex Network Using New Representation for Communities....Pages 89-99
Link Prediction on Evolving Data Using Tensor Factorization....Pages 100-110
Permutation Anonymization: Improving Anatomy for Privacy Preservation in Data Publication....Pages 111-123
Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets....Pages 124-135
A Method of Similarity Measure and Visualization for Long Time Series Using Binary Patterns....Pages 136-147
A BIRCH-Based Clustering Method for Large Time Series Databases....Pages 148-159
Visualizing Cluster Structures and Their Changes over Time by Two-Step Application of Self-Organizing Maps....Pages 160-170
Analysis of Cluster Migrations Using Self-Organizing Maps....Pages 171-182
Front Matter....Pages 183-183
ClasSi: Measuring Ranking Quality in the Presence of Object Classes with Similarity Information....Pages 185-196
The Instance Easiness of Supervised Learning for Cluster Validity....Pages 197-208
A New Efficient and Unbiased Approach for Clustering Quality Evaluation....Pages 209-220
A Structure Preserving Flat Data Format Representation for Tree-Structured Data....Pages 221-233
A Fusion of Algorithms in Near Duplicate Document Detection....Pages 234-242
Front Matter....Pages 183-183
Searching Interesting Association Rules Based on Evolutionary Computation....Pages 243-253
An Efficient Approach to Mine Periodic-Frequent Patterns in Transactional Databases....Pages 254-266
Algorithms to Discover Complete Frequent Episodes in Sequences....Pages 267-278
Certainty upon Empirical Distributions....Pages 279-290
Front Matter....Pages 291-291
A Measure Oriented Training Scheme for Imbalanced Classification Problems....Pages 293-303
An SVM-Based Approach to Discover MicroRNA Precursors in Plant Genomes....Pages 304-315
Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering....Pages 316-326
Weighted Association Rule Mining Using Particle Swarm Optimization....Pages 327-338
An Unsupervised Feature Selection Framework Based on Clustering....Pages 339-350
Front Matter....Pages 351-351
Discovery of Regularities in the Use of Herbs in Traditional Chinese Medicine Prescriptions....Pages 353-360
COW: A Co-evolving Memetic Wrapper for Herb-Herb Interaction Analysis in TCM Informatics....Pages 361-371
Selecting an Appropriate Interestingness Measure to Evaluate the Correlation between Syndrome Elements and Symptoms....Pages 372-383
The Impact of Feature Representation to the Biclustering of Symptoms-Herbs in TCM....Pages 384-394
Front Matter....Pages 395-395
Usage of Mobile Phones for Personalized Healthcare Solutions....Pages 397-407
Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis....Pages 408-419
An Integrated Approach to Multi-criteria-Based Health Care Facility Location Planning....Pages 420-430
Medicinal Property Knowledge Extraction from Herbal Documents for Supporting Question Answering System....Pages 431-443
Front Matter....Pages 445-445
Age Estimation Using Bayesian Process....Pages 447-458
Significant Node Identification in Social Networks....Pages 459-470
Improving Bagging Performance through Multi-algorithm Ensembles....Pages 471-482
Front Matter....Pages 445-445
Mining Tourist Preferences with Twice-Learning....Pages 483-493
Towards Cost-Sensitive Learning for Real-World Applications....Pages 494-505
Back Matter....Pages -