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Emerging Technologies in Knowledge Discovery and Data Mining

PAKDD 2007 International Workshops Nanjing, China, May 22-25, 2007 Revised Selected Papers

  • Editors
  • Takashi Washio
  • Zhi-Hua Zhou
  • Joshua Zhexue Huang
  • Xiaohua Hu
  • Jinyan Li
  • Chao Xie
  • Jieyue He
  • Deqing Zou
  • Kuan-Ching Li
  • Mário M. Freire
Conference proceedings PAKDD 2007

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4819)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4819)

Table of contents

  1. Front Matter
    PDF

  2. PAKDD Industrial Track and Workshops 2007

    1. Industrial Track

      1. PAKDD 2007 Industrial Track Workshop
        Joshua Zhexue Huang, Yunming Ye
        Pages 1-2
      2. A Survey of Open Source Data Mining Systems
        Xiaojun Chen, Yunming Ye, Graham Williams, Xiaofei Xu
        Pages 3-14
      3. Predicting the Short-Term Market Reaction to Asset Specific News: Is Time Against Us?
        Calum Robertson, Shlomo Geva, Rodney Wolff
        Pages 15-26
      4. Frequency-Weighted Fuzzy Time-Series Based on Fibonacci Sequence for TAIEX Forecasting
        Hia Jong Teoh, Tai-Liang Chen, Ching-Hsue Cheng
        Pages 27-34
      5. Probabilistic Techniques for Corporate Blog Mining
        Flora S. Tsai, Yun Chen, Kap Luk Chan
        Pages 35-44
      6. Mining Chat Conversations for Sex Identification
        Cemal Köse, Özcan Özyurt, Guychmyrat Amanmyradov
        Pages 45-55
      7. Mining High Impact Exceptional Behavior Patterns
        Longbing Cao, Yanchang Zhao, Fernando Figueiredo, Yuming Ou, Dan Luo
        Pages 56-63
      8. Practical Issues on Privacy-Preserving Health Data Mining
        Huidong (Warren) Jin
        Pages 64-75
      9. Data Mining for Intelligent Structure Form Selection Based on Association Rules from a High Rise Case Base
        Shihai Zhang, Shujun Liu, Jinping Ou
        Pages 76-86
      10. CommonKADS Methodology for Developing Power Grid Switching Orders Systems
        Ming Zhou, Jianwen Ren, Jianxun Qi, Dongxiao Niu, Gengyin Li
        Pages 87-98
      11. Discovering Prediction Model for Environmental Distribution Maps
        Ke Zhang, Huidong Jin, Nianjun Liu, Rob Lesslie, Lei Wang, Zhouyu Fu et al.
        Pages 99-109

    2. Workshop of BioDM 2007

      1. Workshop BioDM’07—An Overview
        Jinyan Li, Xiaohua Hu
        Pages 110-111
      2. Extracting Features from Gene Ontology for the Identification of Protein Subcellular Location by Semantic Similarity Measurement
        Guoqi Li, Huanye Sheng
        Pages 112-118
      3. Detecting Community Structure in Complex Networks by Optimal Rearrangement Clustering
        Rui-Sheng Wang, Yong Wang, Xiang-Sun Zhang, Luonan Chen
        Pages 119-130
      4. The HIV Data Mining Tool for Government Decision-Making Support
        Huijun Liu, Qunying Xiao, Zhengwei Zhu
        Pages 131-141
      5. Negative Localized Relationship Among p70S6 with Smad1, 2, 3 and p38 in Three Treated Human Cancer Cell Lines
        Lin Wang, Minghu Jiang, Stefan Wolfl, Yinghua Lu
        Pages 142-152
      6. Cancer Identification Based on DNA Microarray Data
        Yihui Liu
        Pages 153-161
      7. Incorporating Dictionary Features into Conditional Random Fields for Gene/Protein Named Entity Recognition
        Hongfei Lin, Yanpeng Li, Zhihao Yang
        Pages 162-173
      8. Translation and Rotation Invariant Mining of Frequent Trajectories: Application to Protein Unfolding Pathways
        Alexander Andreopoulos, Bill Andreopoulos, Aijun An, Xiaogang Wang
        Pages 174-185
      9. Genetic-Annealing Algorithm for 3D Off-lattice Protein Folding Model
        Xiaolong Zhang, Xiaoli Lin, Chengpeng Wan, Tingting Li
        Pages 186-193
      10. Biclustering of Microarray Data Based on Singular Value Decomposition
        Wen-Hui Yang, Dao-Qing Dai, Hong Yan
        Pages 194-205
      11. On the Number of Partial Least Squares Components in Dimension Reduction for Tumor Classification
        Xue-Qiang Zeng, Guo-Zheng Li, Geng-Feng Wu, Hua-Xing Zou
        Pages 206-217
      12. Mining Biosignal Data: Coronary Artery Disease Diagnosis Using Linear and Nonlinear Features of HRV
        Heon Gyu Lee, Ki Yong Noh, Keun Ho Ryu
        Pages 218-228

    3. Workshop of HPDMA 2007

      1. High Performance Data Mining and Applications Overview
        Chao Xie, Jieyue He
        Pages 229-230
      2. Approximately Mining Recently Representative Patterns on Data Streams
        Jia-Ling Koh, Yuan-Bin Don
        Pages 231-243
      3. Finding Frequent Items in Data Streams Using ESBF
        ShuYun Wang, XiuLan Hao, HeXiang Xu, YunFa Hu
        Pages 244-255
      4. A New Decision Tree Classification Method for Mining High-Speed Data Streams Based on Threaded Binary Search Trees
        Tao Wang, Zhoujun Li, Xiaohua Hu, Yuejin Yan, Huowang Chen
        Pages 256-267
      5. Progressive Subspace Skyline Clusters Mining on High Dimensional Data
        Rong Hu, Yansheng Lu, Lei Zou, Chong Zhou
        Pages 268-279
      6. Efficient Privacy Preserving Distributed Clustering Based on Secret Sharing
        Selim V. Kaya, Thomas B. Pedersen, Erkay Savaş, Yücel Saygıýn
        Pages 280-291
      7. SePMa: An Algorithm That Mining Sequential Processes from Hybrid Log
        Xiaoyu Huang, Huiling Zhong, Wenxue Cai
        Pages 292-300
      8. Evaluate Structure Similarity in XML Documents with Merge-Edit-Distance
        Chong Zhou, Yansheng Lu, Lei Zou, Rong Hu
        Pages 301-311
      9. Ensemble Learning Based Distributed Clustering
        Genlin Ji, Xiaohan Ling
        Pages 312-321
      10. Deploying Mobile Agents in Distributed Data Mining
        Xining Li, JingBo Ni
        Pages 322-331
      11. ODDC: Outlier Detection Using Distance Distribution Clustering
        Kun Niu, Chong Huang, Shubo Zhang, Junliang Chen
        Pages 332-343
      12. Spatial Clustering with Obstacles Constraints Using Ant Colony and Particle Swarm Optimization
        Xueping Zhang, Jiayao Wang, Zhongshan Fan, Bin Li
        Pages 344-356
      13. A High Performance Hierarchical Cubing Algorithm and Efficient OLAP in High-Dimensional Data Warehouse
        Kongfa Hu, Zhenzhi Gong, Qingli Da, Ling Chen
        Pages 357-367
      14. Grid-Based Clustering Algorithm Based on Intersecting Partition and Density Estimation
        Bao-Zhi Qiu, Xiang-Li Li, Jun-Yi Shen
        Pages 368-377
      15. Depth First Generation of Frequent Patterns Without Candidate Generation
        Qunxiong Zhu, Xiaoyong Lin
        Pages 378-388
      16. Efficient Time Series Data Classification and Compression in Distributed Monitoring
        Sheng Di, Hai Jin, Shengli Li, Jing Tie, Ling Chen
        Pages 389-400
      17. Best-Match Method Used in Co-training Algorithm
        Hui Wang, Liping Ji, Wanli Zuo
        Pages 401-409
      18. A General Method of Mining Chinese Web Documents Based on GA&SA and Position-Factors
        Xi Bai, Jigui Sun, Haiyan Che, Jin Wang
        Pages 410-420
      19. Data Management Services in ChinaGrid for Data Mining Applications
        Song Wu, Wei Wang, Muzhou Xiong, Hai Jin
        Pages 421-432
      20. Two-Phase Algorithms for a Novel Utility-Frequent Mining Model
        Jieh-Shan Yeh, Yu-Chiang Li, Chin-Chen Chang
        Pages 433-444
      21. Top-Down and Bottom-Up Strategies for Incremental Maintenance of Frequent Patterns
        Qunxiong Zhu, Xiaoyong Lin
        Pages 445-456
      22. GC-Tree: A Fast Online Algorithm for Mining Frequent Closed Itemsets
        Junbo Chen, ShanPing Li
        Pages 457-468
      23. Integration of Distributed Biological Data Using Modified K-Means Algorithm
        Jongil Jeong, Byunggul Ryu, Dongil Shin, Dongkyoo Shin
        Pages 469-475
      24. A Parallel Algorithm for Enumerating All the Maximal k-Plexes
        Bin Wu, Xin Pei
        Pages 476-483
      25. A Multi-dependency Language Modeling Approach to Information Retrieval
        Keke Cai, Chun Chen, Jiajun Bu, Guang Qiu, Peng Huang
        Pages 484-491
      26. Factoid Mining Based Content Trust Model for Information Retrieval
        Wei Wang, Guosun Zeng, Mingjun Sun, Huanan Gu, Quan Zhang
        Pages 492-499
        PDF

Other volumes

  1. Advances in Knowledge Discovery and Data Mining
    11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007. Proceedings
  2. Emerging Technologies in Knowledge Discovery and Data Mining
    PAKDD 2007 International Workshops Nanjing, China, May 22-25, 2007 Revised Selected Papers

About these proceedings

Keywords

DRM Microarray Multimedia algorithmic learning algorithms ant colony optimization association rule cognition data analysis data mining decision support digital watermarking fea learning ontology

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-77018-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-77016-9
  • Online ISBN 978-3-540-77018-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site