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Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Advances in Knowledge Discovery and Data Mining
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Altmetric BadgeChapter 2 Product and User Dependent Social Network Models for Recommender Systems
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Altmetric BadgeChapter 3 Learning Representative Nodes in Social Networks
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Altmetric BadgeChapter 4 Tracing Influential Nodes in a Social Network with Competing Information
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Altmetric BadgeChapter 5 ViStruclizer: A Structural Visualizer for Multi-dimensional Social Networks
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Altmetric BadgeChapter 6 Influential Nodes in a One-Wave Diffusion Model for Location-Based Social Networks
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Altmetric BadgeChapter 7 Modeling Social Information Learning among Taxi Drivers
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Altmetric BadgeChapter 8 Mining User Interests from Information Sharing Behaviors in Social Media
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Altmetric BadgeChapter 9 Anonymization for Multiple Released Social Network Graphs
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Altmetric BadgeChapter 10 A New, Fast and Accurate Algorithm for Hierarchical Clustering on Euclidean Distances
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Altmetric BadgeChapter 11 Clustering Patient Medical Records via Sparse Subspace Representation
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Altmetric BadgeChapter 12 A Unified Metric for Categorical and Numerical Attributes in Data Clustering
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Altmetric BadgeChapter 13 An Extension of the Infinite Relational Model Incorporating Interaction between Objects
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Altmetric BadgeChapter 14 Density-Based Clustering Based on Hierarchical Density Estimates
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Altmetric BadgeChapter 15 Stock Trend Prediction by Classifying Aggregative Web Topic-Opinion
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Altmetric BadgeChapter 16 The Role of Hubs in Cross-Lingual Supervised Document Retrieval
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Altmetric BadgeChapter 17 Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters
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Altmetric BadgeChapter 18 Query-Document Relevance Topic Models
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Altmetric BadgeChapter 19 Advances in Knowledge Discovery and Data Mining
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Altmetric BadgeChapter 20 Effective Top-Down Active Learning for Hierarchical Text Classification
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Altmetric BadgeChapter 21 Forgetting Word Segmentation in Chinese Text Classification with L1-Regularized Logistic Regression
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Altmetric BadgeChapter 22 Crest: Cluster-based Representation Enrichment for Short Text Classification
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Altmetric BadgeChapter 23 Cross Language Prediction of Vandalism on Wikipedia Using Article Views and Revisions
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Altmetric BadgeChapter 24 An Optimized Cost-Sensitive SVM for Imbalanced Data Learning
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Altmetric BadgeChapter 25 A Positive-biased Nearest Neighbour Algorithm for Imbalanced Classification
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Altmetric BadgeChapter 26 Class Based Weighted K-Nearest Neighbor over Imbalance Dataset
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Altmetric BadgeChapter 27 ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning
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Altmetric BadgeChapter 28 Differential Privacy Preserving Spectral Graph Analysis
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Altmetric BadgeChapter 29 Sorted Nearest Neighborhood Clustering for Efficient Private Blocking
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Altmetric BadgeChapter 30 On Linear Refinement of Differential Privacy-Preserving Query Answering
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Altmetric BadgeChapter 31 A Coupled Clustering Approach for Items Recommendation
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Altmetric BadgeChapter 32 Location Recommendation Based on Periodicity of Human Activities and Location Categories
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Altmetric BadgeChapter 33 Advances in Knowledge Discovery and Data Mining
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Altmetric BadgeChapter 34 Semantic Title Evaluation and Recommendation Based on Topic Models
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Altmetric BadgeChapter 35 Video Quality Prediction over Wireless 4G
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Altmetric BadgeChapter 36 A Self-immunizing Manifold Ranking for Image Retrieval
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Altmetric BadgeChapter 37 Low-Rank Matrix Recovery with Discriminant Regularization
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Altmetric BadgeChapter 38 Multi-Manifold Ranking: Using Multiple Features for Better Image Retrieval
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Altmetric BadgeChapter 39 One Pass Concept Change Detection for Data Streams
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Altmetric BadgeChapter 40 Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams
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Altmetric BadgeChapter 41 A Concept-Drifting Detection Algorithm for Categorical Evolving Data
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Altmetric BadgeChapter 42 Framework for Storing and Processing Relational Entities in Stream Mining
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Altmetric BadgeChapter 43 Advances in Knowledge Discovery and Data Mining
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Altmetric BadgeChapter 44 Matrix Factorization With Aggregated Observations
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Altmetric BadgeChapter 45 An Approach to Identifying False Traces in Process Event Logs
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Altmetric BadgeChapter 46 Split-Merge Augmented Gibbs Sampling for Hierarchical Dirichlet Processes
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Altmetric BadgeChapter 47 Adaptive Temporal Entity Resolution on Dynamic Databases
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Altmetric BadgeChapter 48 Fuzzy Multi-Sphere Support Vector Data Description
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Altmetric BadgeChapter 49 Erratum: A Coupled Clustering Approach for Items Recommendation