No.

Title

Authors

Contact

Notes

8

Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information

Seong-Bae Park and Byoung-Tak Zhang

Seong-Bae Park

10

Active Feature Selection Using Classes

Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda

LEI YU

17

Mining the Customer's Up-To-Moment Preferences for E-Commerce Recommendation

Yi-Dong Shen, Qiang Yang, Zhong Zhang Hongjun Lu

Yi-Dong Shen

22

Online Bayes Point Machines

Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John Platt and Robert Williamson.

Edward Harrington

30

When to Update the Sequential Patterns of Stream Data?

Qingguo Zheng, Ke Xu, Shilong Ma

Qingguo Zheng

short paper

51

Averaged Boosting: A noise-robust ensemble method

Yongdai Kim

Yongdai Kim

short paper

53

An Efficient Cell-based Clustering Method for Handling Large, High-Dimensional Data

Jae-Woo Chang

Jae-Woo Chang

short paper

57

Enhancing SWF for Incremental Association Mining by Itemset Maintenance

Chia-Hui Chang and Shi-Hsan Yang

Chia-Hui Chang

63

Finding Event-Oriented Patterns in Long Temporal Sequences

Xingzhi Sun, Maria E Orlowska and Xiaofang Zhou

Xingzhi Sun

68

Electricity Based External Similarity of Categorical Attributes

Christopher R. Palmer and Christos Faloutsos

Christopher R. Palmer

71

S-GRACE: An S-Graph-based Clustering Algorithm for Query Performance Enhancement on XML Documents

David W. Cheung, Wang Lian, Nikos Mamoulis, Siu Ming Yiu

David W. Cheung

82

Comparison of the Performance of Center-Based Clustering Algorithms

Bin Zhang

Bin Zhang

90

Improving Performance of Decision Tree Algorithms with Multi-Edited Nearest Neighbor Rule

YE Chen-zhou, YANG Jie, Yao Li-xiu, CHEN Nian-yi

Yang Jie

short paper

94

Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers

Ying Yang & Geoffrey I. Webb

Ying Yang

96

Reducing Rule Covers with Deterministic Error Bounds

Vikram Pudi and Jayant R. Haritsa

Jayant R. Haritsa

98

Automatic Extraction of Clusters from Hierarchical Clustering Representations

Jörg Sander, Xuejie Qin, Zhiyong Lu, Nan Niu, Alex Kovarsky

Joerg Sander

102

Step-by-step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube

Chao Liu Ming Zhang Minrui Zheng Yixin Chen

Chao Liu

105

A Graph-based Optimization Algorithm for Website Topology Using Interesting Association Rules

Edmond H. Wu; Michael K. Ng

Wu Haocun

108

AGRID: An Efficient Algorithm for Clustering Large High-Dimensional Datasets

Zhao Yanchang, Song Junde

Zhao Yanchang

123

An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition

Yu-Seop Kim, Jeong-Ho Chang, and Byung-Tak Zhang

Yu-Seop Kim

short paper

132

Efficiently Computing Iceberg Cubes with Complex Constraints Through Bounding

Pauline LienHua CHOU and Xiuzhen ZHANG

Pauline LienHua CHOU

short paper

133

Evolutionary Approach for Mining Association Rules on Dynamic Databases

P. Deepa Shenoy, Srinivasa K.G, Venugopal K.R, L.M. Patnaik

P. Deepa Shenoy

136

Extraction of Tag Tree Patterns with Contractible Variables from Irregular Semistructured data

Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida, Sachio Hirokawa, Kenichi Takahashi, and Hiroaki Ueda

Tetsuhiro Miyahara

short paper

138

An Efficient Algorithm of Frequent Connected Subgraph Extraction

Mingsheng Hong, Haofeng Zhou, Wei Wang, Baile Shi

Mingsheng Hong

141

Upgrading ILP Rules to First-Order Bayesian Networks

Ratthachat Chatpatanasiri and Boonserm Kijsirikul

Ratthachat Chatpatanasiri

short paper

153

Position Coded Pre-Order Linked WAP-Tree for Web Log Sequential Pattern Mining

Yi Lu, School of Computer Science, University of Windsor. and Dr. C.I. Ezeife (contact author), University of Windsor, Windsor, Ontario, Canada N9B 3P4.

CHRISTIE EZEIFE

156

HOT: Hypergraph-based Outlier Test for Categorical Data

Li Wei, Weining Qian, Aoying Zhou, Wen Jin

Li Wei

159

Mining Frequent Episodes for relating Financial Events and Stock Trends

Anny Ng, Ada Wai-chee Fu

ada wai-chee fu

161

Extracting User Interests From Bookmarks on the Web

Jason J. Jung, Geun-Sik Jo

Jason Jai-Eun Jung

short paper

167

Multi-Level Clustering and Reasoning about its Clusters Using Region Connection Calculus

Ickjai Lee and Mary-Anne Williams

Ickjai Lee

180

Optimization of Fuzzy Rules for Classification Using Genetic Algorithm

Myung Won Kim, Jong Woo Ryu, Samkeun Kim, Joong Geun Lee

Myung Won Kim

183

A Clustering Validity Assessment Index

YoungOk Kim,SooWon Lee

YoungOk Kim

short paper

192

Fast Pattern Selection for Support Vector Classifiers

Hyunjung Shin and Sungzoon Cho

HyunJung Shin

194

An Integrated System of Mining HTML Texts and Filtering Structured Documents

Bo-Hyun Yun, Myung-Eun Lim, Soo-Hyun Park

Bo-Hyun Yun

short paper

196

A New Sequential Mining Approach to XML Document Similarity Computation

Ho-pong Leung, Fu-lai Chung and Stephen Chi-fai Chan

Fu-lai Chung

short paper

199

Exploiting Hierarchical Domain Values for Bayesian Learning

Yiqiu Han and Wai Lam

Wai Lam

201

A Method for Aggregating Partitions, Applications in K.D.D.

Pierre-Emmanuel JOUVE, Nicolas NICOLOYANNIS

JOUVE Pierre-Emmanuel

204

A New Restricted Bayesian Network Classifier

Hongbo Shi, Zhihai Wang, Geoffrey I.Webb, Houkuan Huang

Zhihai WANG

short paper

205

Mining patterns of dyspepsia symptoms across time points using constraint association rules

Annie Lau, Siew Siew Ong, Ashesh Mahidadia, Achim Hoffmann, Johanna Westbrook, Tatjana Zrimec

Annie Lau

209

Predicting Protein Structural Class from Closed Protein Sequences

Rattanakronkul N., Wattarujeekrit T. and Waiyamai K.

Kitsana Waiyamai

216

Predicting Protein Interactions in Human by Homologous Interactions in Yeast

Hyongguen Kim, Jong Park and Kyungsook Han

Kyungsook Han

short paper

230

Mining Frequent Instances on Workflows

Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, and Domenico Sacca'

Gianluigi Greco

239

Classifier Construction by Graph-Based Induction for Graph-Structured Data

Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida, Hiroshi Motoda and Takashi Washio

Tetsuya Yoshida

245

A New Clustering Algorithm For Transaction Data via Caucus

Jinmei Xu, Hui xiong, Sam Yuan Sung, Vipin Kumar

Sung Sam Yuan

255

Finding Frequent Subgraphs from Graph Structured Data with Geometric Information and Its Application to Lossless Compression

Yuko Itokawa, Tomoyuki Uchida, Takayoshi Shodai, Tetsuhiro Miyahara, and Yasuaki Nakamura

Yuko Itokawa

258

Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach

Shoji Hirano and Shusaku Tsumoto

Shoji Hirano

short paper

266

Learning rules to extract protein interactions from biomedical text

Tu Minh Phuong, Doheon Lee, Kwang Hyung Lee

Doheon Lee

268

DBRS: A Density-Based Spatial Clustering Method with Random Sampling

Xin Wang and Howard J. Hamilton

Xin Wang

272

Distinguishing Causal and Acausal Temporal Relations

Kamran Karimi & Howard J. Hamilton

Kamran Karimi

short paper

275

Real Time Video Data Mining for Surveillance Video Streams

JungHwan Oh, JeongKyu Lee and Sanjaykumar Kote

Dr. JungHwan Oh

279

Considering Correlation Between Variables to Improve Spatiotemporal Forecasting

Zhigang Li, Liangang Liu, Margaret H. Dunham

Zhigang Li

283

Progressive Weighted Miner: An Efficient Method for Time-Constraint Mining

Chang-Hung Lee, Jian Chih Ou, and Ming-Syan Chen

Ming-Syan Chen

288

Mining Open Source Software(OSS) Data Using Associaton Rules Network

Sanjay Chawla,Bavani Arunasalam, Joseph Davis

Sanjay Chawla

short paper

298

Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach

Pusheng Zhang, Yan Huang, Shashi Shekhar, and Vipin Kumar

Pusheng Zhang

299

Optimized Clustering for Anomaly Intrusion Detection

Sang Hyun Oh and Won Suk Lee

Sang Hyun Oh

short paper

304

A Semi-supervised Algorithm for Pattern Discovery in Information Extraction from Textual Data

Tianhao Wu and William M. Pottenger

Tianhao Wu

short paper

322

Parallel FP-growth on PC cluster

Iko Pramudiono, Masaru Kitsuregawa

Iko Pramudiono

short paper

327

A Markovian Approach For Web User Profiling and Clustering

Younes Hafri, Chabane Djeraba, Peter Stanchev and Bruno Bachimont

Younes Hafri

349

Extracting Shared Topics of Multiple Documents

Xiang JI, Hongyuan Zha

Xiang Ji