Advances in knowledge discovery and data mining [electronic resource] : 7th Pacific-Asia Conference, PAKDD 2003, Seoul. Korea, April 30-May 2, 2003 : proceedings / Kyu-Young Whang [and others] (eds.).
- Conference Author:
- Pacific-Asia Conference on Knowledge Discovery and Data Mining (7th : 2003 : Seoul, Korea)
- Published:
- New York : Springer, 2003.
- Physical Description:
- pages cm.
- Additional Creators:
- Whang, Kyu-Young
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- Contents:
- Machine generated contents note: Data Mining as an Automated Service / P. S. Bradley -- Trends and Challenges in the Industrial Applications of KDD / Ramasamy Uthurusamy -- Finding Event-Oriented Patterns in Long Temporal Sequences / Xingzhi Sun / Maria E. Orlowska / Xiaofang Zhou -- Mining Frequent Episodes for Relating Financial Events and Stock Trends / Anny Ng / Ada Wai-chee Fu -- An Efficient Algorithm of Frequent Connected Subgraph Extraction / Minghsheng Hong / Haofeng Zhou / Wei Wang / Baile Shi -- Classifier Construction by Graph-Based Induction for Graph-Structured Data / Warodom Geamsakul / Takashi Matsuda / Tetsuya Yoshida / Hiroshi Motoda / Takashi Washio -- Comparison of the Performance of Center-Based Clustering Algorithms / Bin Zhang -- Automatic Extraction of Clusters from Hierarchical Clustering Representations / Jorg Sander / Xuejie Qin / Zhiyong Lu / Nan Niu / Alex Kovarsky -- Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information / Seong-Bae Park / Byoung-Tak Zhang -- Extracting Shared Topics of Multiple Documents / Xiang Ji / Hongyuan Zha -- An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition / Yu-Seop Kim / Jeong-Ho Chang / Byoung-Tak Zhang -- A Semi-supervised Algorithm for Pattern Discovery in Information Extraction from Textual Data / Tianhao Wu / William M. Pottenger -- 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 -- Predicting Protein Structural Class from Closed Protein Sequences / N. Rattanakronkul / T. Wattarujeekrit / K. Waiyamai -- Learning Rules to Extract Protein Interactions from Biomedical Text / Tu Minh Phuong / Doheon Lee / Kwang Hyung Lee -- Predicting Protein Interactions in Human by Homologous Interactions in Yeast / Hyongguen Kim / Jong Park / Kyungsook Han -- Mining the Customer's Up-To-Moment Preferences for E-commerce Recommendation / Yi-Dong Shen / Qiang Yang / Zhong Zhang / Hongjun Lu -- A Graph-Based Optimization Algorithm for Website Topology Using Interesting Association Rules / Edmond H. Wu / Michael K. Ng -- A Markovian Approach for Web User Profiling and Clustering / Younes Hafri / Chabane Djeraba / Peter Stanchev / Bruno Bachimont -- Extracting User Interests from Bookmarks on the Web / Jason J. Jung / Geun-Sik Jo -- Mining Frequent Instances on Workflows / Gianluigi Greco / Antonella Guzzo / Giuseppe Manco / Domenico Sacca -- Real Time Video Data Mining for Surveillance Video Streams / JungHwan Oh / JeongKyu Lee / Sanjaykumar Kote -- Distinguishing Causal and Acausal Temporal Relations / Kamran Karimi / Howard J. Hamilton -- Online Bayes Point Machines / Edward Harrington / Ralf Herbrich / Jyrki Kivinen / John Platt / Robert C. Williamson -- Exploiting Hierarchical Domain Values for Bayesian Learning / Yiqiu Han / Wai Lam -- A New Restricted Bayesian Network Classifier / Hongbo Shi / Zhihai Wang / Geoff Webb / Houkuan Huang -- AGRID: An Efficient Algorithm for Clustering Large High-Dimensional Datasets / Zhao Yanchang / Song Junde -- Multi-level Clustering and Reasoning about Its Clusters Using Region Connection Calculus / Ickjai Lee / Mary-Anne Williams -- An Efficient Cell-Based Clustering Method for Handling Large, High-Dimensional Data / Jae-Woo Chang -- Enhancing SWF for Incremental Association Mining by Itemset Maintenance / Chia-Hui Chang / Shi-Hsan Yang -- Reducing Rule Covers with Deterministic Error Bounds / Vikram Pudi / Jayant R. Haritsa -- Evolutionary Approach for Mining Association Rules on Dynamic Databases / P. Deepa Shenoy / K. G. Srinivasa / K. R. Venugopal / L. M. Patnaik -- Position Coded Pre-order Linked WAP-Tree for Web Log Sequential Pattern Mining / Yi Lu / C. I. Ezeife -- An Integrated System of Mining HTML Texts and Filtering Structured Documents / Bo-Hyun Yun / Myung-Eun Lim / Soo-Hyun Park -- A New Sequential Mining Approach to XML Document Similarity Computation / Ho-pong Leung / Fu-lai Chung / Stephen Chi-fai Chan -- Optimization of Fuzzy Rules for Classification Using Genetic Algorithm / Myung Won Kim / Joung Woo Ryu / Samkeun Kim / Joong Geun Lee -- Fast Pattern Selection for Support Vector Classifiers / Hyunjung Shin / Sungzoon Cho -- Averaged Boosting: A Noise-Robust Ensemble Method / Yongdai Kim -- Improving Performance of Decision Tree Algorithms with Multi-edited Nearest Neighbor Rule / Chen-zhou Ye / Jie Yang / Li-xiu Yao / Nian-yi Chen -- HOT: Hypergraph-Based Outlier Test for Categorical Data / Li Wei / Weining Qian / Aoying Zhou / Wen Jin / Jeffrey X. Yu -- A Method for Aggregating Partitions. Applications in K.D.D. / Pierre-Emmanuel Jouve / Nicolas Nicoloyannis -- Efficiently Computing Iceberg Cubes with Complex Constraints through Bounding / Pauline L. H. Chou / Xiuzhen Zhang -- Extraction of Tag Tree Patterns with Contractible Variables from Irregular Semistructured Data / Tetsuhiro Miyahara / Yusuke Suzuki / Takayoshi Shoudai / Tomoyuki Uchida / Sachio Hirokawa / Kenichi Takahashi / Hiroaki Ueda -- Step-By-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube / Chao Liu / Ming Zhang / Minrui Zheng / Yixin Chen -- Progressive Weighted Miner: An Efficient Method for Time-Constraint Mining / Chang-Hung Lee / Jian Chih Ou / Ming-Syan Chen -- Mining Open Source Software (OSS) Data Using Association Rules Network / Sanjay Chawla / Bavani Arunasalam / Joseph Davis -- Parallel FP-Growth on PC Cluster / Iko Pramudiono / Masaru Kitsuregawa -- Active Feature Selection Using Classes / Huan Liu / Lei Yu / Manoranjan Dash / Hiroshi Motoda -- Electricity Based External Similarity of Categorical Attributes / Christopher R. Palmer / Christos Faloutsos -- Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers / Ying Yang / Geoffrey I. Webb -- Dealing with Relative Similarity in Clustering: An Indiscernibility Based Approach / Shoji Hirano / Shusaku Tsumoto -- Considering Correlation between Variables to Improve Spatiotemporal Forecasting / Zhigang Li / Liangang Liu / Margaret H. Dunham -- Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach / Pusheng Zhang / Yan Huang / Shashi Shekhar / Vipin Kumar -- When to Update the Sequential Patterns of Stream Data? / Qingguo Zheng / Ke Xu / Shilong Ma -- A New Clustering Algorithm for Transaction Data via Caucus / Jinmei Xu / Hui Xiong / Sam Yuan Sung / Vipin Kumar -- DBRS: A Density-Based Spatial Clustering Method with Random Sampling / Xin Wang / Howard J. Hamilton -- Optimized Clustering for Anomaly Intrusion Detection / Sang Hyun Oh / Won Suk Lee -- Finding Frequent Subgraphs from Graph Structured Data with Geometric Information and Its Application to Lossless Compression / Yuko Itokawa / Tomoyuki Uchida / Takayoshi Shoudai / Tetsuhiro Miyahara / Yasuaki Nakamura -- Upgrading ILP Rules to First-Order Bayesian Networks / Ratthachat Chatpatanasiri / Boonserm Kijsirikul -- A Clustering Validity Assessment Index / Youngok Kim / Soowon Lee.
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- ISBN:
- 3540047603 (softcover : alk. paper)
- Bibliography Note:
- Includes bibliographical references and index.
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