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Advanced Data Mining and Applications

7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part II

  • Conference proceedings
  • © 2011

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Editors:
  1. Jie Tang

    1. Department of Computer Science and Technology, Tsinghua University, Beijing, China

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  2. Irwin King

    1. Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China

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  3. Ling Chen

    1. Faculty of Engineering and Information Technology, University of Technology, Sydney, Australia

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  4. Jianyong Wang

    1. Department of Computer Science and Technology, Tsinghua University, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7121)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: ADMA 2011.

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Table of contents (30 papers)

  1. Front Matter

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  2. Generating Syntactic Tree Templates for Feature-Based Opinion Mining

    • Liang Wu, Yuanchun Zhou, Fei Tan, Fenglei Yang, Jianhui Li
    Pages 1-12

  3. Handling Concept Drift via Ensemble and Class Distribution Estimation Technique

    • Nachai Limsetto, Kitsana Waiyamai
    Pages 13-26

  4. HUE-Stream: Evolution-Based Clustering Technique for Heterogeneous Data Streams with Uncertainty

    • Wicha Meesuksabai, Thanapat Kangkachit, Kitsana Waiyamai
    Pages 27-40

  5. Hybrid Artificial Immune Algorithm and CMAC Neural Network Classifier for Supporting Business and Medical Decision Making

    • Jui-Yu Wu
    Pages 41-54

  6. Improving Suffix Tree Clustering with New Ranking and Similarity Measures

    • Phiradit Worawitphinyo, Xiaoying Gao, Shahida Jabeen
    Pages 55-68

  7. Individual Doctor Recommendation Model on Medical Social Network

    • Jibing Gong, Shengtao Sun
    Pages 69-81

  8. Influence Maximizing and Local Influenced Community Detection Based on Multiple Spread Model

    • Qiuling Yan, Shaosong Guo, Dongqing Yang
    Pages 82-95

  9. Interactive Predicate Suggestion for Keyword Search on RDF Graphs

    • Mengxia Jiang, Yueguo Chen, Jinchuan Chen, Xiaoyong Du
    Pages 96-109

  10. Intrinsic Dimension Induced Similarity Measure for Clustering

    • Yu Xiao, Jian Yu, Shu Gong
    Pages 110-123

  11. Learning to Make Social Recommendations: A Model-Based Approach

    • Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton et al.
    Pages 124-137

  12. Microgroup Mining on TSina via Network Structure and User Attribute

    • Xiaobing Xiong, Xiang Niu, Gang Zhou, Ke Xu, Yongzhong Huang
    Pages 138-151

  13. Mining Good Sliding Window for Positive Pathogens Prediction in Pathogenic Spectrum Analysis

    • Lei Duan, Changjie Tang, Chi Gou, Min Jiang, Jie Zuo
    Pages 152-165

  14. Mining Patterns from Longitudinal Studies

    • Aída Jiménez, Fernando Berzal, Juan-Carlos Cubero
    Pages 166-179

  15. Mining Top-K Sequential Rules

    • Philippe Fournier-Viger, Vincent S. Tseng
    Pages 180-194

  16. Mining Uncertain Data Streams Using Clustering Feature Decision Trees

    • Wenhua Xu, Zheng Qin, Hao Hu, Nan Zhao
    Pages 195-208

  17. Multi-view Laplacian Support Vector Machines

    • Shiliang Sun
    Pages 209-222

  18. New Developments of Determinacy Analysis

    • Rein Kuusik, Grete Lind
    Pages 223-236

  19. On Mining Anomalous Patterns in Road Traffic Streams

    • Linsey Xiaolin Pang, Sanjay Chawla, Wei Liu, Yu Zheng
    Pages 237-251

  20. Ontology Guided Data Linkage Framework for Discovering Meaningful Data Facts

    • Mohammed Gollapalli, Xue Li, Ian Wood, Guido Governatori
    Pages 252-265
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Other volumes

  1. Advanced Data Mining and Applications

  2. Advanced Data Mining and Applications

Keywords

About this book

The two-volume set LNAI 7120 and LNAI 7121 constitutes the refereed proceedings of the 7th International Conference on Advanced Data Mining and Applications, ADMA 2011, held in Beijing, China, in December 2011. The 35 revised full papers and 29 short papers presented together with 3 keynote speeches were carefully reviewed and selected from 191 submissions. The papers cover a wide range of topics presenting original research findings in data mining, spanning applications, algorithms, software and systems, and applied disciplines.

Editors and Affiliations

  • Department of Computer Science and Technology, Tsinghua University, Beijing, China

    Jie Tang, Jianyong Wang

  • Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China

    Irwin King

  • Faculty of Engineering and Information Technology, University of Technology, Sydney, Australia

    Ling Chen

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