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  • Conference proceedings
  • © 2011

Advanced Data Mining and Applications

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7120)

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

Conference series link(s): ADMA: International Conference on Advanced Data Mining and Applications

Conference proceedings info: ADMA 2011.

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Table of contents (31 papers)

  1. Front Matter

  2. Retrieval in CBR Using a Combination of Similarity and Association Knowledge

    • Yong-Bin Kang, Shonali Krishnaswamy, Arkady Zaslavsky
    Pages 1-14
  3. A Clustering Approach Using Weighted Similarity Majority Margins

    • Raymond Bisdorff, Patrick Meyer, Alexandru-Liviu Olteanu
    Pages 15-28
  4. A Graph Enrichment Based Clustering over Vertically Partitioned Data

    • Khalid Benabdeslem, Brice Effantin, Haytham Elghazel
    Pages 42-54
  5. A Method for Finding Groups of Related Herbs in Traditional Chinese Medicine

    • Lidong Wang, Yin Zhang, Baogang Wei, Jie Yuan, Xia Ye
    Pages 55-68
  6. A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset

    • Michael Whelan, Nhien-An Le-Khac, M. -Tahar Kechadi
    Pages 69-82
  7. A Novel Genetic Algorithm for Overlapping Community Detection

    • Yanan Cai, Chuan Shi, Yuxiao Dong, Qing Ke, Bin Wu
    Pages 97-108
  8. An Investigation of Recursive Auto-associative Memory in Sentiment Detection

    • Saeed Danesh, Wei Liu, Tim French, Mark Reynolds
    Pages 162-174
  9. APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags

    • Yu Zong, Guandong Xu, Ping Jin, Yanchun Zhang, EnHong Chen, Rong Pan
    Pages 175-189
  10. Continuously Identifying Representatives Out of Massive Streams

    • Qiong Li, Xiuli Ma, Shiwei Tang, Shuiyuan Xie
    Pages 229-242
  11. Cost-Sensitive Decision Tree for Uncertain Data

    • Mingjian Liu, Yang Zhang, Xing Zhang, Yong Wang
    Pages 243-255

Other Volumes

  1. Advanced Data Mining and Applications

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.

Keywords

  • Web services
  • ant colony optimization
  • distributed clustering
  • multi-criteria decision analysis
  • semi-supervised learning
  • algorithm analysis and problem complexity

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, SAR, China

    Irwin King

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

    Ling Chen

Bibliographic Information

Buying options

eBook USD 39.99
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (Canada)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions