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Advances in Knowledge Discovery and Data Mining

11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings

  • Conference proceedings
  • © 2007

Overview

Editors:
  1. Zhi-Hua Zhou
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  2. Hang Li
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  3. Qiang Yang
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4426)

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

Included in the following conference series:

Conference proceedings info: PAKDD 2007.

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Table of contents (130 papers)

  1. Front Matter

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  3. Regular Papers

    1. Hierarchical Density-Based Clustering of Categorical Data and a Simplification

      • Bill Andreopoulos, Aijun An, Xiaogang Wang
      Pages 11-22

    2. Multi-represented Classification Based on Confidence Estimation

      • Johannes Aßfalg, Hans-Peter Kriegel, Alexey Pryakhin, Matthias Schubert
      Pages 23-34

    3. Selecting a Reduced Set for Building Sparse Support Vector Regression in the Primal

      • Liefeng Bo, Ling Wang, Licheng Jiao
      Pages 35-46

    4. Mining Frequent Itemsets from Uncertain Data

      • Chun-Kit Chui, Ben Kao, Edward Hung
      Pages 47-58

    5. QC4 - A Clustering Evaluation Method

      • Daniel Crabtree, Peter Andreae, Xiaoying Gao
      Pages 59-70

    6. Semantic Feature Selection for Object Discovery in High-Resolution Remote Sensing Imagery

      • Dihua Guo, Hui Xiong, Vijay Atluri, Nabil Adam
      Pages 71-83

    7. Deriving Private Information from Arbitrarily Projected Data

      • Songtao Guo, Xintao Wu
      Pages 84-95

    8. Consistency Based Attribute Reduction

      • Qinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu
      Pages 96-107

    9. A Hybrid Command Sequence Model for Anomaly Detection

      • Zhou Jian, Haruhiko Shirai, Isamu Takahashi, Jousuke Kuroiwa, Tomohiro Odaka, Hisakazu Ogura
      Pages 108-118

    10. σ-Algorithm: Structured Workflow Process Mining Through Amalgamating Temporal Workcases

      • Kwanghoon Kim, Clarence A. Ellis
      Pages 119-130

    11. Multiscale BiLinear Recurrent Neural Network for Prediction of MPEG Video Traffic

      • Min-Woo Lee, Dong-Chul Park, Yunsik Lee
      Pages 131-137

    12. An Effective Multi-level Algorithm Based on Ant Colony Optimization for Bisecting Graph

      • Ming Leng, Songnian Yu
      Pages 138-149

    13. A Unifying Method for Outlier and Change Detection from Data Streams Based on Local Polynomial Fitting

      • Zhi Li, Hong Ma, Yongbing Mei
      Pages 150-161

    14. Simultaneous Tuning of Hyperparameter and Parameter for Support Vector Machines

      • Shizhong Liao, Lei Jia
      Pages 162-172

    15. Entropy Regularization, Automatic Model Selection, and Unsupervised Image Segmentation

      • Zhiwu Lu, Xiaoqing Lu, Zhiyuan Ye
      Pages 173-182
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Other volumes

  1. Advances in Knowledge Discovery and Data Mining

  2. Emerging Technologies in Knowledge Discovery and Data Mining

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