Advances in Knowledge Discovery and Data Mining : 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, Proceedings, Part I

Table of Contents

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   Book Overview
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   Chapter 1 An Instance Selection Algorithm Based on Reverse Nearest Neighbor
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   Chapter 2 A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection
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   Chapter 3 Feature Selection Strategy in Text Classification
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   Chapter 4 Unsupervised Feature Weighting Based on Local Feature Relatedness
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   Chapter 5 An Effective Feature Selection Method for Text Categorization
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   Chapter 6 A Subpath Kernel for Rooted Unordered Trees
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   Chapter 7 Classification Probabilistic PCA with Application in Domain Adaptation
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   Chapter 8 Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction
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    Chapter 9 The Unsymmetrical-Style Co-training
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    Chapter 10 Balance Support Vector Machines Locally Using the Structural Similarity Kernel
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    Chapter 11 Using Classifier-Based Nominal Imputation to Improve Machine Learning
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    Chapter 12 A Bayesian Framework for Learning Shared and Individual Subspaces from Multiple Data Sources
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    Chapter 13 Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms
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    Chapter 14 Improved Spectral Hashing
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    Chapter 15 High-Order Co-clustering Text Data on Semantics-Based Representation Model
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    Chapter 16 The Role of Hubness in Clustering High-Dimensional Data
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    Chapter 17 Spatial Entropy-Based Clustering for Mining Data with Spatial Correlation
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    Chapter 18 Self-adjust Local Connectivity Analysis for Spectral Clustering
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    Chapter 19 An Effective Density-Based Hierarchical Clustering Technique to Identify Coherent Patterns from Gene Expression Data
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    Chapter 20 Nonlinear Discriminative Embedding for Clustering via Spectral Regularization
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    Chapter 21 An Adaptive Fuzzy k -Nearest Neighbor Method Based on Parallel Particle Swarm Optimization for Bankruptcy Prediction
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    Chapter 22 Semi-supervised Parameter-Free Divisive Hierarchical Clustering of Categorical Data
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    Chapter 23 Identifying Hidden Contexts in Classification
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    Chapter 24 Cross-Lingual Sentiment Classification via Bi-view Non-negative Matrix Tri-Factorization
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    Chapter 25 A Sequential Dynamic Multi-class Model and Recursive Filtering by Variational Bayesian Methods
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    Chapter 26 Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams
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    Chapter 27 Collaborative Data Cleaning for Sentiment Classification with Noisy Training Corpus
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    Chapter 28 Using Constraints to Generate and Explore Higher Order Discriminative Patterns
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    Chapter 29 Mining Maximal Co-located Event Sets
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    Chapter 30 Pattern Mining for a Two-Stage Information Filtering System
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    Chapter 31 Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions
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    Chapter 32 Automatic Assignment of Item Weights for Pattern Mining on Data Streams
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    Chapter 33 Predicting Private Company Exits Using Qualitative Data
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    Chapter 34 A Rule-Based Method for Customer Churn Prediction in Telecommunication Services
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    Chapter 35 Adaptive and Effective Keyword Search for XML
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    Chapter 36 Steering Time-Dependent Estimation of Posteriors with Hyperparameter Indexing in Bayesian Topic Models
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    Chapter 37 Constrained LDA for Grouping Product Features in Opinion Mining
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    Chapter 38 Semantic Dependent Word Pairs Generative Model for Fine-Grained Product Feature Mining
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    Chapter 39 Grammatical Dependency-Based Relations for Term Weighting in Text Classification
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    Chapter 40 XML Documents Clustering Using a Tensor Space Model
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    Chapter 41 An Efficient Pre-processing Method to Identify Logical Components from PDF Documents
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    Chapter 42 Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text
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    Chapter 43 Topic Analysis of Web User Behavior Using LDA Model on Proxy Logs
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    Chapter 44 SizeSpotSigs: An Effective Deduplicate Algorithm Considering the Size of Page Content
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    Chapter 45 Knowledge Transfer across Multilingual Corpora via Latent Topics