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Advanced Data Mining and Applications

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Cover of 'Advanced Data Mining and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Mining E-Commerce Feedback Comments for Dimension Rating Profiles
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    Chapter 2 Generating Domain-Specific Sentiment Lexicons for Opinion Mining
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    Chapter 3 Effective Comment Sentence Recognition for Feature-Based Opinion Mining
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    Chapter 4 Exploiting Co-occurrence Opinion Words for Semi-supervised Sentiment Classification
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    Chapter 5 HN-Sim: A Structural Similarity Measure over Object-Behavior Networks
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    Chapter 6 Community Based User Behavior Analysis on Daily Mobile Internet Usage
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    Chapter 7 Tracking Drift Types in Changing Data Streams
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    Chapter 8 Continuously Extracting High-Quality Representative Set from Massive Data Streams
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    Chapter 9 Change Itemset Mining in Data Streams
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    Chapter 10 TKS: Efficient Mining of Top-K Sequential Patterns
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    Chapter 11 When Optimization Is Just an Illusion
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    Chapter 12 Accurate and Fast Dynamic Time Warping
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    Chapter 13 Online Detecting Spreading Events with the Spatio-temporal Relationship in Water Distribution Networks
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    Chapter 14 MLSP: Mining Hierarchically-Closed Multi-Level Sequential Patterns
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    Chapter 15 Mining Maximal Sequential Patterns without Candidate Maintenance
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    Chapter 16 Improved Slope One Collaborative Filtering Predictor Using Fuzzy Clustering
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    Chapter 17 Towards Building Virtual Vocabularies in the Semantic Web
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    Chapter 18 Web Mining Accelerated with In-Memory and Column Store Technology
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    Chapter 19 Constructing a Novel Pos-neg Manifold for Global-Based Image Classification
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    Chapter 20 3-D MRI Brain Scan Feature Classification Using an Oct-Tree Representation
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    Chapter 21 Biometric Template Protection Based on Biometric Certificate and Fuzzy Fingerprint Vault
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    Chapter 22 A Comparative Study of Three Image Representations for Population Estimation Mining Using Remote Sensing Imagery
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    Chapter 23 Mixed-Norm Regression for Visual Classification
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    Chapter 24 Research on Map Matching Based on Hidden Markov Model
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    Chapter 25 A Rule-Based Named-Entity Recognition for Malay Articles
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    Chapter 26 Small Is Powerful! Towards a Refinedly Enriched Ontology by Careful Pruning and Trimming
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    Chapter 27 Refine the Corpora Based on Document Manifold
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    Chapter 28 Online Friends Recommendation Based on Geographic Trajectories and Social Relations
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    Chapter 29 The Spontaneous Behavior in Extreme Events: A Clustering-Based Quantitative Analysis
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    Chapter 30 Restoring: A Greedy Heuristic Approach Based on Neighborhood for Correlation Clustering
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    Chapter 31 A Local Greedy Search Method for Detecting Community Structure in Weighted Social Networks
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    Chapter 32 Tree-Based Mining for Discovering Patterns of Reposting Behavior in Microblog
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    Chapter 33 An Improved Parallel Hybrid Seed Expansion (PHSE) Method for Detecting Highly Overlapping Communities in Social Networks
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    Chapter 34 A Simple Integration of Social Relationship and Text Data for Identifying Potential Customers in Microblogging
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    Chapter 35 An Energy Model for Network Community Structure Detection
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    Chapter 36 A Label Propagation-Based Algorithm for Community Discovery in Online Social Networks
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    Chapter 37 Mining Twitter Data for Potential Drug Effects
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    Chapter 38 Social-Correlation Based Mutual Reinforcement for Short Text Classification and User Interest Tagging
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    Chapter 39 Graph Based Feature Augmentation for Short and Sparse Text Classification
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    Chapter 40 Exploring Deep Belief Nets to Detect and Categorize Chinese Entities
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    Chapter 41 Extracting Novel Features for E-Commerce Page Quality Classification
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    Chapter 42 Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification
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    Chapter 43 Predicting Features in Complex 3D Surfaces Using a Point Series Representation: A Case Study in Sheet Metal Forming
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    Chapter 44 Automatic Labeling of Forums Using Bloom’s Taxonomy
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    Chapter 45 Classifying Papers from Different Computer Science Conferences
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    Chapter 46 Vertex Unique Labelled Subgraph Mining for Vertex Label Classification
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    Chapter 47 A Similarity-Based Grouping Method for Molecular Docking in Distributed System
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    Chapter 48 A Bag-of-Tones Model with MFCC Features for Musical Genre Classification
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    Chapter 49 The GEPSO-Classification Algorithm
Attention for Chapter 16: Improved Slope One Collaborative Filtering Predictor Using Fuzzy Clustering
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Chapter title
Improved Slope One Collaborative Filtering Predictor Using Fuzzy Clustering
Chapter number 16
Book title
Advanced Data Mining and Applications
Published in
Lecture notes in computer science, December 2013
DOI 10.1007/978-3-642-53914-5_16
Book ISBNs
978-3-64-253913-8, 978-3-64-253914-5
Authors

Tianyi Liang, Jiancong Fan, Jianli Zhao, Yongquan Liang, Yujun Li

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 4 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 4 100%

Demographic breakdown

Readers by professional status Count As %
Professor > Associate Professor 2 50%
Unknown 2 50%
Readers by discipline Count As %
Computer Science 2 50%
Unknown 2 50%