CSDL - Proceedings R

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Fundamental Data Mining Algorithms

An Efficient Algorithm for Incremental Mining of Association Rules (Abstract)

Chin-Chen Chang, Feng Chia University and National Chung Cheng University

Yu-Chiang Li, National Chung Cheng University

Jung-San Lee, National Chung Cheng University

pp. 3-10

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Online Mining (Recently) Maximal Frequent Itemsets over Data Streams (Abstract)

Hua-Fu Li, National Chiao-Tung University

Suh-Yin Lee, National Chiao-Tung University

Man-Kwan Shan, National Chengchi University

pp. 11-18

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A Clustering Method Using an Irregular Size Cell Graph (Abstract)

Tomotake Nakamura, Hiroshima City University

Yoko Kamidoi, Hiroshima City University

Shin?ichi Wakabayashi, Hiroshima City University

Noriyoshi Yoshida, Hiroshima City University

pp. 19-26

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Applications of Stream Data Mining

Using Probabilistic Latent Semantic Analysis for Web Page Grouping (Abstract)

Guandong Xu, Victoria University and Wenzhou University

Yanchun Zhang, Victoria University

Xiaofang Zhou, University of Queensland

pp. 29-36

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Maintaining Knowledge-Bases of Navigational Patterns from Streams of Navigational Sequences (Abstract)

Ajumobi Udechukwu, University of Calgary

Ken Barker, University of Calgary

Reda Alhajj, University of Calgary

pp. 37-44

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Data Mining Approaches to Software Fault Diagnosis (Abstract)

R. P. Jagadeesh Chandra Bose, Satyam Computer Services Ltd

S. H. Srinivasan, Satyam Computer Services Ltd

pp. 45-52

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Anomaly Detection

Handling Nominal Features in Anomaly Intrusion Detection Problems (Abstract)

Mei-Ling Shyu, University of Miami

Kanoksri Sarinnapakorn, University of Miami

Indika Kuruppu-Appuhamilage, University of Miami

Shu-Ching Chen, Florida International University

LiWu Chang, Naval Research Laboratory

Thomas Goldring, National Security Agency

pp. 55-62

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Time-Decaying Bloom Filters for Data Streams with Skewed Distributions (Abstract)

Kai Cheng, Kyushu Sangyo University

Limin Xiang, Kyushu Sangyo University

Mizuho Iwaihara, Kyoto University

Haiyan Xu, Fukuoka Institute of Technology

Mukesh M. Mohania, IBM India Research Lab

pp. 63-69

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Practical Applications of Data Mining

New Estimation Methods of Count-Min Sketch (Abstract)

Hongsong Li, Beijing Jiaotong University

Houkuan Huang, Beijing Jiaotong University

pp. 73-80

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CDS-Tree: An Effective Index for Clustering Arbitrary Shapes in Data Streams (Abstract)

Huanliang Sun, Northeastern University and Shenyang Jianzhu University

Ge Yu, Northeastern University

Yubin Bao, Northeastern University

Faxin Zhao, Northeastern University

Daling Wang, Northeastern University

pp. 81-88

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Author Index

Author Index (PDF)

pp. 89