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Research Issues in Data Engineering, International Workshop on (2005)
Tokyo, Japan
Apr. 3, 2005 to Apr. 4, 2005
ISSN: 1097-8585
ISBN: 0-7695-2390-0
TABLE OF CONTENTS

Preface (PDF)

pp. vii
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

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

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
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

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

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
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

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
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

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
Author Index

Author Index (PDF)

pp. 89
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