Front matter
568
Data Mining as an Automated Service
P. S. Bradley
569
Trends and Challenges in the Industrial Applications of KDD
Ramasamy Uthurusamy
564
Finding Event-Oriented Patterns in Long Temporal Sequences
Xingzhi Sun, Maria E. Orlowska and Xiaofang Zhou
569
Mining Frequent Episodes for Relating Financial Events and Stock Trends
Anny Ng and Ada Wai-chee Fu
563
An Efficient Algorithm of Frequent Connected Subgraph Extraction
Mingsheng Hong, Haofeng Zhou, Wei Wang and Baile Shi
563
Classifier Construction by Graph-Based Induction for Graph-Structured Data
Warodom Geamsakul, Takashi Matsuda, Tetsuya Yoshida, Hiroshi Motoda and Takashi Washio
569
Comparison of the Performance of Center-Based Clustering Algorithms
Bin Zhang
567
Automatic Extraction of Clusters from Hierarchical Clustering Representations
Jörg Sander, Xuejie Qin, Zhiyong Lu, Nan Niu and Alex Kovarsky
566
Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information
Seong-Bae Park and Byoung-Tak Zhang
563
Extracting Shared Topics of Multiple Documents
Xiang Ji and Hongyuan Zha
566
An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition
Yu-Seop Kim, Jeong-Ho Chang and Byoung-Tak Zhang
568
A Semi-supervised Algorithm for Pattern Discovery in Information Extraction from Textual Data
Tianhao Wu and William M. Pottenger
563
Mining Patterns of Dyspepsia Symptoms Across Time Points Using Constraint Association Rules
Annie Lau, Siew Siew Ong, Ashesh Mahidadia, Achim Hoffmann and Johanna Westbrook, et al.
568
Predicting Protein Structural Class from Closed Protein Sequences
N. Rattanakronkul, T. Wattarujeekrit and K. Waiyamai
568
Learning Rules to Extract Protein Interactions from Biomedical Text
Tu Minh Phuong, Doheon Lee and Kwang Hyung Lee
569
Predicting Protein Interactions in Human by Homologous Interactions in Yeast
Hyongguen Kim, Jong Park and Kyungsook Han
565
Mining the Customer’s Up-To-Moment Preferences for E-commerce Recommendation
Yi-Dong Shen, Qiang Yang, Zhong Zhang and Hongjun Lu
570
A Graph-Based Optimization Algorithm for Website Topology Using Interesting Association Rules
Edmond H. Wu and Michael K. Ng
563
A Markovian Approach for Web User Profiling and Clustering
Younes Hafri, Chabane Djeraba, Peter Stanchev and Bruno Bachimont
568
Extracting User Interests from Bookmarks on the Web
Jason J. Jung and Geun-Sik Jo
566
Mining Frequent Instances on Workflows
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco and Domenico Saccà
566
Real Time Video Data Mining for Surveillance Video Streams
JungHwan Oh, JeongKyu Lee and Sanjaykumar Kote
569
Distinguishing Causal and Acausal Temporal Relations
Kamran Karimi and Howard J. Hamilton
570
Online Bayes Point Machines
Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John Platt and Robert C. Williamson
564
Exploiting Hierarchical Domain Values for Bayesian Learning
Yiqiu Han and Wai Lam
570
A New Restricted Bayesian Network Classifier
Hongbo Shi, Zhihai Wang, Geoffrey I. Webb and Houkuan Huang
569
AGRID: An Efficient Algorithm for Clustering Large High-Dimensional Datasets
Zhao Yanchang and Song Junde
570
Multi-level Clustering and Reasoning about Its Clusters Using Region Connection Calculus
Ickjai Lee and Mary-Anne Williams
562
An Efficient Cell-Based Clustering Method for Handling Large, High-Dimensional Data
Jae-Woo Chang
570
Enhancing SWF for Incremental Association Mining by Itemset Maintenance
Chia-Hui Chang and Shi-Hsan Yang
564
Reducing Rule Covers with Deterministic Error Bounds
Vikram Pudi and Jayant R. Haritsa
564
Evolutionary Approach for Mining Association Rules on Dynamic Databases
P. Deepa Shenoy, K. G. Srinivasa, K. R. Venugopal and L. M. Patnaik
569
Position Coded Pre-order Linked WAP-Tree for Web Log Sequential Pattern Mining
Yi Lu and C. I. Ezeife
564
An Integrated System of Mining HTML Texts and Filtering Structured Documents
Bo-Hyun Yun, Myung-Eun Lim and Soo-Hyun Park
569
A New Sequential Mining Approach to XML Document Similarity Computation
Ho-pong Leung, Fu-lai Chung and Stephen Chi-fai Chan
567
Optimization of Fuzzy Rules for Classification Using Genetic Algorithm
Myung Won Kim, Joung Woo Ryu, Samkeun Kim and Joong Geun Lee
567
Fast Pattern Selection for Support Vector Classifiers
Hyunjung Shin and Sungzoon Cho
565
Averaged Boosting: A Noise-Robust Ensemble Method
Yongdai Kim
567
Improving Performance of Decision Tree Algorithms with Multi-edited Nearest Neighbor Rule
Chen-zhou Ye, Jie Yang, Li-xiu Yao and Nian-yi Chen
562
HOT: Hypergraph-Based Outlier Test for Categorical Data
Li Wei, Weining Qian, Aoying Zhou, Wen Jin and Jeffrey X. Yu
564
A Method for Aggregating Partitions, Applications in K.D.D.
Pierre-Emmanuel Jouve and Nicolas Nicoloyannis
570
Efficiently Computing Iceberg Cubes with Complex Constraints through Bounding
Pauline L. H. Chou and Xiuzhen Zhang
563
Extraction of Tag Tree Patterns with Contractible Variables from Irregular Semistructured Data
Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida and Sachio Hirokawa, et al.
568
Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube
Chao Liu, Ming Zhang, Minrui Zheng and Yixin Chen
568
Progressive Weighted Miner: An Efficient Method for Time-Constraint Mining
Chang-Hung Lee, Jian Chih Ou and Ming-Syan Chen
564
Mining Open Source Software (OSS) Data Using Association Rules Network
Sanjay Chawla, Bavani Arunasalam and Joseph Davis
570
Parallel FP-Growth on PC Cluster
Iko Pramudiono and Masaru Kitsuregawa
569
Active Feature Selection Using Classes
Huan Liu, Lei Yu, Manoranjan Dash and Hiroshi Motoda
565
Electricity Based External Similarity of Categorical Attributes
Christopher R. Palmer and Christos Faloutsos
565
Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers
Ying Yang and Geofrey I. Webb
565
Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach
Shoji Hirano and Shusaku Tsumoto
569
Considering Correlation between Variables to Improve Spatiotemporal Forecasting
Zhigang Li, Liangang Liu and Margaret H. Dunham
563
Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach
Pusheng Zhang, Yan Huang, Shashi Shekhar and Vipin Kumar
565
When to Update the Sequential Patterns of Stream Data?
Qingguo Zheng, Ke Xu and Shilong Ma
564
A New Clustering Algorithm for Transaction Data via Caucus
Jinmei Xu, Hui Xiong, Sam Yuan Sung and Vipin Kumar
569
DBRS: A Density-Based Spatial Clustering Method with Random Sampling
Xin Wang and Howard J. Hamilton
570
Optimized Clustering for Anomaly Intrusion Detection
Sang Hyun Oh and Won Suk Lee
566
Finding Frequent Subgraphs from Graph Structured Data with Geometric Information and Its Application to Lossless Compression
Yuko Itokawa, Tomoyuki Uchida, Takayoshi Shoudai, Tetsuhiro Miyahara and Yasuaki Nakamura
567
Upgrading ILP Rules to First-Order Bayesian Networks
Ratthachat Chatpatanasiri and Boonserm Kijsirikul
562
A Clustering Validity Assessment Index
Youngok Kim and Soowon Lee
Back matter