6. PAKDD 2002: Taipei, Taiwan

@proceedings{DBLP:conf/pakdd/2002,
  editor    = {Ming-Shan Cheng and
               Philip S. Yu and
               Bing Liu},
  title     = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia
               Conference, PAKDD 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},
  booktitle = {PAKDD},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {2336},
  year      = {2002},
  isbn      = {3-540-43704-5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Industrial Papers (Invited)

• Minos N. Garofalakis, Rajeev Rastogi:
  Network Data Mining and Analysis: The NEMESIS Project. 1-12
  Electronic Edition (Springer LINK) BibTeX
• Ramakrishnan Srikant:
  Privacy Preserving Data Mining: Challenges and Opportunities. 13
  Electronic Edition (Springer LINK) BibTeX

Survey Papers (Invited)

• Jaideep Srivastava, Jau-Hwang Wang, Ee-Peng Lim, San-Yih Hwang:
  A Case for Analytical Customer Relationship Management. 14-27
  Electronic Edition (Springer LINK) BibTeX
• Osmar R. Zaïane, Andrew Foss, Chi-Hoon Lee, Weinan Wang:
  On Data Clustering Analysis: Scalability, Constraints, and Validation. 28-39
  Electronic Edition (Springer LINK) BibTeX

Association Rules (I)

• Jacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos:
  Discovering Numeric Association Rules via Evolutionary Algorithm. 40-51
  Electronic Edition (Springer LINK) BibTeX
• Jochen Hipp, Christoph Mangold, Ulrich Güntzer, Gholamreza Nakhaeizadeh:
  Efficient Rule Retrieval and Postponed Restrict Operations for Association Rule Mining. 52-65
  Electronic Edition (Springer LINK) BibTeX
• Qin Ding, Qiang Ding, William Perrizo:
  Association Rule Mining on Remotely Sensed Images Using P-trees. 66-79
  Electronic Edition (Springer LINK) BibTeX
• Vikram Pudi, Jayant R. Haritsa:
  On the Efficiency of Association-Rule Mining Algorithms. 80-91
  Electronic Edition (Springer LINK) BibTeX

Classification (I)

• Jung-Yi Lin, Been-Chian Chien, Tzung-Pei Hong:
  A Function-Based Classifier Learning Scheme Using Genetic Programming. 92-103
  Electronic Edition (Springer LINK) BibTeX
• Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee:
  SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning. 104-114
  Electronic Edition (Springer LINK) BibTeX
• Lili Diao, Keyun Hu, Yuchang Lu, Chunyi Shi:
  A Method to Boost Naïve Bayesian Classifiers. 115-122
  Electronic Edition (Springer LINK) BibTeX
• Charles X. Ling, Huajie Zhang:
  Toward Bayesian Classifiers with Accurate Probabilities. 123-134
  Electronic Edition (Springer LINK) BibTeX

Interestingness

• Szymon Jaroszewicz, Dan A. Simovici:
  Pruning Redundant Association Rules Using Maximum Entropy Principle. 135-147
  Electronic Edition (Springer LINK) BibTeX
• Wen-Yang Lin, Ming-Cheng Tseng, Ja-Hwung Su:
  A Confidence-Lift Support Specification for Interesting Associations Mining. 148-158
  Electronic Edition (Springer LINK) BibTeX
• Marzena Kryszkiewicz, Marcin Gajek:
  Concise Representation of Frequent Patterns Based on Generalized Disjunction-Free Generators. 159-171
  Electronic Edition (Springer LINK) BibTeX
• Show-Jane Yen, Yue-Shi Lee:
  Mining Interesting Association Rules: A Data Mining Language. 172-176
  Electronic Edition (Springer LINK) BibTeX
• Robert J. Hilderman:
  The Lorenz Dominance Order as a Measure of Interestingness in KDD. 177-185
  Electronic Edition (Springer LINK) BibTeX

Sequence Mining

• Minghua Zhang, Ben Kao, David Wai-Lok Cheung, Chi Lap Yip:
  Efficient Algorithms for Incremental Update of Frequent Sequences. 186-197
  Electronic Edition (Springer LINK) BibTeX
• Ming-Yen Lin, Suh-Yin Lee, Sheng-Shun Wang:
  DELISP: Efficient Discovery of Generalized Sequential Patterns by Delimited Pattern-Growth Technology. 198-209
  Electronic Edition (Springer LINK) BibTeX
• Jafar Adibi, Wei-Min Shen, Eaman Noorbakhsh:
  Self-Similarity for Data Mining and Predictive Modeling - A Case Study for Network Data. 210-217
  Electronic Edition (Springer LINK) BibTeX
• Shun-Chieh Lin, Shian-Shyong Tseng, Yao-Tsung Lin:
  A New Mechanism of Mining Network Behavior. 218-223
  Electronic Edition (Springer LINK) BibTeX

Clustering

• Michael K. Ng, Joshua Zhexue Huang:
  M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining. 224-236
  Electronic Edition (Springer LINK) BibTeX
• Chien-Yu Chen, Shien-Ching Hwang, Yen-Jen Oyang:
  An Incremental Hierarchical Data Clustering Algorithm Based on Gravity Theory. 237-250
  Electronic Edition (Springer LINK) BibTeX
• Ah-Hwee Tan, Hong Pan:
  Adding Personality to Information Clustering. 251-256
  Electronic Edition (Springer LINK) BibTeX
• François-Xavier Jollois, Mohamed Nadif:
  Clustering Large Categorical Data. 257-263
  Electronic Edition (Springer LINK) BibTeX

Web Mining

• Tong Zheng, Yonghe Niu, Randy Goebel:
  WebFrame: In Pursuit of Computationally and Cognitively Efficient Web Mining. 264-275
  Electronic Edition (Springer LINK) BibTeX
• Bowo Prasetyo, Iko Pramudiono, Katsumi Takahashi, Masaru Kitsuregawa:
  Naviz : Website Navigational Behavior Visualizer. 276-289
  Electronic Edition (Springer LINK) BibTeX
• Zhixiang Chen, Ada Wai-Chee Fu, Frank Chi-Hung Tong:
  Optimal Algorithms for Finding User Access Sessions from Very Large Web Logs. 290-296
  Electronic Edition (Springer LINK) BibTeX
• Chia-Hui Chang, Shih-Chien Kuo, Kuo-Yu Huang, Tsung-Hsin Ho, Chih-Lung Lin:
  Automatic Information Extraction for Multiple Singular Web Pages. 297-303
  Electronic Edition (Springer LINK) BibTeX

Association Rules (II)

• Honghua Dai, Gang Li:
  An Improved Approach for the Discovery of Causal Models via MML. 304-315
  Electronic Edition (Springer LINK) BibTeX
• Ye-In Chang, Yu-Ming Hsieh:
  SETM*-MaxK: An Efficient SET-Based Approach to Find the Largest Itemset. 316-321
  Electronic Edition (Springer LINK) BibTeX
• Sylvie Guillaume:
  Discovery of Ordinal Association Rules. 322-327
  Electronic Edition (Springer LINK) BibTeX
• Tsau Young Lin, Y. Y. Yao, Eric Louie:
  Value Added Association Rules. 328-333
  Electronic Edition (Springer LINK) BibTeX
• Ke Wang, Liu Tang, Jiawei Han, Junqiang Liu:
  Top Down FP-Growth for Association Rule Mining. 334-340
  Electronic Edition (Springer LINK) BibTeX

Semi-structure & Concept Mining

• Tetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda:
  Discovery of Frequent Tag Tree Patterns in Semistructured Web Documents. 341-355
  Electronic Edition (Springer LINK) BibTeX
• Kazuyoshi Furukawa, Tomoyuki Uchida, Kazuya Yamada, Tetsuhiro Miyahara, Takayoshi Shoudai, Yasuaki Nakamura:
  Extracting Characteristic Structures among Words in Semistructured Documents. 356-367
  Electronic Edition (Springer LINK) BibTeX
• Felix Cheung, Ben Kao, David Wai-Lok Cheung, Chi-Yuen Ng:
  An Efficient Algorithm for Incremental Update of Concept Spaces. 368-380
  Electronic Edition (Springer LINK) BibTeX

Data Warehouse and Data Cube

• Cuiping Li, Sheng-En Li, Shan Wang, Xiaoyong Du:
  Efficient Constraint-Based Exploratory Mining on Large Data Cubes. 381-392
  Electronic Edition (Springer LINK) BibTeX
• Don-Lin Yang, Man-Lin Huang, Ming-Chuan Hung:
  Efficient Utilization of Materialized Views in a Data Warehouse. 393-404
  Electronic Edition (Springer LINK) BibTeX

Bio-Data Mining

• Ning Zhong, Juzhen Dong:
  Mining Interesting Rules in Meningitis Data by Cooperatively Using GDT-RS and RSBR. 405-416
  Electronic Edition (Springer LINK) BibTeX
• Mukund Deshpande, George Karypis:
  Evaluation of Techniques for Classifying Biological Sequences. 417-431
  Electronic Edition (Springer LINK) BibTeX
• Vincent Shin-Mu Tseng, Ching-Pin Kao:
  Efficiently Mining Gene Expression Data via Integrated Clustering and Validation Techniques. 432-437
  Electronic Edition (Springer LINK) BibTeX

Classification (II)

• Yulan Liang, King-Ip Lin, Arpad Kelemen:
  Adaptive Generalized Estimation Equation with Bayes Classifier for the Job Assignment Problem. 438-449
  Electronic Edition (Springer LINK) BibTeX
• William W. Hsu, Ching-Chi Hsu:
  GEC: An Evolutionary Approach for Evolving Classifiers. 450-455
  Electronic Edition (Springer LINK) BibTeX
• Hongjian Fan, Kotagiri Ramamohanarao:
  An Efficient Single-Scan Algorithm for Mining Essential Jumping Emerging Patterns for Classification. 456-462
  Electronic Edition (Springer LINK) BibTeX
• Lili Diao, Keyun Hu, Yuchang Lu, Chunyi Shi:
  A Method to Boost Support Vector Machines. 463-468
  Electronic Edition (Springer LINK) BibTeX

Temporal Mining

• Xiaoming Jin, Yuchang Lu, Chunyi Shi:
  Distribution Discovery: Local Analysis of Temporal Rules. 469-480
  Electronic Edition (Springer LINK) BibTeX
• Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Wai Lam:
  News Sensitive Stock Trend Prediction. 481-493
  Electronic Edition (Springer LINK) BibTeX
• Dit-Yan Yeung, Yuxin Ding:
  User Profiling for Intrusion Detection Using Dynamic and Static Behavioral Models. 494-505
  Electronic Edition (Springer LINK) BibTeX

Classification (III)

• Lee-Feng Chien, Chien-Kang Huang, Hsin-Chen Chiao, Shih-Jui Lin:
  Incremental Extraction of Keyterms for Classifying Multilingual Documents in the Web. 506-516
  Electronic Edition (Springer LINK) BibTeX
• Maleq Khan, Qin Ding, William Perrizo:
  k-nearest Neighbor Classification on Spatial Data Streams Using P-trees. 517-518
  Electronic Edition (Springer LINK) BibTeX
• Jianchao Han, Nick Cercone:
  Interactive Construction of Classification Rules. 529-534
  Electronic Edition (Springer LINK) BibTeX

Outliers, Missing Data, and Causation

• Jian Tang, Zhixiang Chen, Ada Wai-Chee Fu, David Wai-Lok Cheung:
  Enhancing Effectiveness of Outlier Detections for Low Density Patterns. 535-548
  Electronic Edition (Springer LINK) BibTeX
• Yoshikazu Fujikawa, Tu Bao Ho:
  Cluster-Based Algorithms for Dealing with Missing Values. 549-554
  Electronic Edition (Springer LINK) BibTeX
• Ki Chan, Boon Toh Low, Wai Lam, Kai-Pui Lam:
  Extracting Causation Knowledge from Natural Language Texts. 555-560
  Electronic Edition (Springer LINK) BibTeX
• Kok-Leong Ong, Wee Keong Ng, Ee-Peng Lim:
  Mining Relationship Graphs for Effective Business Objectives. 561-566
  Electronic Edition (Springer LINK) BibTeX