Table of Contents

• Network Data Mining and Analysis: The NEMESIS ProjectMinos N. Garofalakis, Rajeev Rastogi. 1-12 [doi]
• Privacy Preserving Data Mining: Challenges and OpportunitiesRamakrishnan Srikant. 13 [doi]
• A Case for Analytical Customer Relationship ManagementJaideep Srivastava, Jau-Hwang Wang, Ee-Peng Lim, San-Yih Hwang. 14-27 [doi]
• On Data Clustering Analysis: Scalability, Constraints, and ValidationOsmar R. Zaïane, Andrew Foss, Chi-Hoon Lee, Weinan Wang. 28-39 [doi]
• Discovering Numeric Association Rules via Evolutionary AlgorithmJacinto Mata Vázquez, José Luis Álvarez Macías, José Cristóbal Riquelme Santos. 40-51 [doi]
• Efficient Rule Retrieval and Postponed Restrict Operations for Association Rule MiningJochen Hipp, Christoph Mangold, Ulrich Güntzer, Gholamreza Nakhaeizadeh. 52-65 [doi]
• Association Rule Mining on Remotely Sensed Images Using P-treesQin Ding, Qiang Ding, William Perrizo. 66-79 [doi]
• On the Efficiency of Association-Rule Mining AlgorithmsVikram Pudi, Jayant R. Haritsa. 80-91 [doi]
• A Function-Based Classifier Learning Scheme Using Genetic ProgrammingJung-Yi Lin, Been-Chian Chien, Tzung-Pei Hong. 92-103 [doi]
• SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy LearningZhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee. 104-114 [doi]
• A Method to Boost Naïve Bayesian ClassifiersLili Diao, Keyun Hu, Yuchang Lu, Chunyi Shi. 115-122 [doi]
• Toward Bayesian Classifiers with Accurate ProbabilitiesCharles X. Ling, Huajie Zhang. 123-134 [doi]
• Pruning Redundant Association Rules Using Maximum Entropy PrincipleSzymon Jaroszewicz, Dan A. Simovici. 135-147 [doi]
• A Confidence-Lift Support Specification for Interesting Associations MiningWen-Yang Lin, Ming-Cheng Tseng, Ja-Hwung Su. 148-158 [doi]
• Concise Representation of Frequent Patterns Based on Generalized Disjunction-Free GeneratorsMarzena Kryszkiewicz, Marcin Gajek. 159-171 [doi]
• Mining Interesting Association Rules: A Data Mining LanguageShow-Jane Yen, Yue-Shi Lee. 172-176 [doi]
• The Lorenz Dominance Order as a Measure of Interestingness in KDDRobert J. Hilderman. 177-185 [doi]
• Efficient Algorithms for Incremental Update of Frequent SequencesMinghua Zhang, Ben Kao, David Wai-Lok Cheung, Chi Lap Yip. 186-197 [doi]
• DELISP: Efficient Discovery of Generalized Sequential Patterns by Delimited Pattern-Growth TechnologyMing-Yen Lin, Suh-Yin Lee, Sheng-Shun Wang. 198-209 [doi]
• Self-Similarity for Data Mining and Predictive Modeling - A Case Study for Network DataJafar Adibi, Wei-Min Shen, Eaman Noorbakhsh. 210-217 [doi]
• A New Mechanism of Mining Network BehaviorShun-Chieh Lin, Shian-Shyong Tseng, Yao-Tsung Lin. 218-223 [doi]
• M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data MiningMichael K. Ng, Joshua Zhexue Huang. 224-236 [doi]
• An Incremental Hierarchical Data Clustering Algorithm Based on Gravity TheoryChien-Yu Chen, Shien-Ching Hwang, Yen-Jen Oyang. 237-250 [doi]
• Adding Personality to Information ClusteringAh-Hwee Tan, Hong Pan. 251-256 [doi]
• Clustering Large Categorical DataFrançois-Xavier Jollois, Mohamed Nadif. 257-263 [doi]
• WebFrame: In Pursuit of Computationally and Cognitively Efficient Web MiningTong Zheng, Yonghe Niu, Randy Goebel. 264-275 [doi]
• Naviz : Website Navigational Behavior VisualizerBowo Prasetyo, Iko Pramudiono, Katsumi Takahashi, Masaru Kitsuregawa. 276-289 [doi]
• Optimal Algorithms for Finding User Access Sessions from Very Large Web LogsZhixiang Chen, Ada Wai-Chee Fu, Frank Chi-Hung Tong. 290-296 [doi]
• Automatic Information Extraction for Multiple Singular Web PagesChia-Hui Chang, Shih-Chien Kuo, Kuo-Yu Huang, Tsung-Hsin Ho, Chih-Lung Lin. 297-303 [doi]
• An Improved Approach for the Discovery of Causal Models via MMLHonghua Dai, Gang Li. 304-315 [doi]
• SETM*-MaxK: An Efficient SET-Based Approach to Find the Largest ItemsetYe-In Chang, Yu-Ming Hsieh. 316-321 [doi]
• Discovery of Ordinal Association RulesSylvie Guillaume. 322-327 [doi]
• Value Added Association RulesTsau Young Lin, Y. Y. Yao, Eric Louie. 328-333 [doi]
• Top Down FP-Growth for Association Rule MiningKe Wang, Liu Tang, Jiawei Han, Junqiang Liu. 334-340 [doi]
• Discovery of Frequent Tag Tree Patterns in Semistructured Web DocumentsTetsuhiro Miyahara, Yusuke Suzuki, Takayoshi Shoudai, Tomoyuki Uchida, Kenichi Takahashi, Hiroaki Ueda. 341-355 [doi]
• Extracting Characteristic Structures among Words in Semistructured DocumentsKazuyoshi Furukawa, Tomoyuki Uchida, Kazuya Yamada, Tetsuhiro Miyahara, Takayoshi Shoudai, Yasuaki Nakamura. 356-367 [doi]
• An Efficient Algorithm for Incremental Update of Concept SpacesFelix Cheung, Ben Kao, David Wai-Lok Cheung, Chi-Yuen Ng. 368-380 [doi]
• Efficient Constraint-Based Exploratory Mining on Large Data CubesCuiping Li, Sheng-En Li, Shan Wang, Xiaoyong Du. 381-392 [doi]
• Efficient Utilization of Materialized Views in a Data WarehouseDon-Lin Yang, Man-Lin Huang, Ming-Chuan Hung. 393-404 [doi]
• Mining Interesting Rules in Meningitis Data by Cooperatively Using GDT-RS and RSBRNing Zhong, Juzhen Dong. 405-416 [doi]
• Evaluation of Techniques for Classifying Biological SequencesMukund Deshpande, George Karypis. 417-431 [doi]
• Efficiently Mining Gene Expression Data via Integrated Clustering and Validation TechniquesVincent Shin-Mu Tseng, Ching-Pin Kao. 432-437 [doi]
• Adaptive Generalized Estimation Equation with Bayes Classifier for the Job Assignment ProblemYulan Liang, King-Ip Lin, Arpad Kelemen. 438-449 [doi]
• GEC: An Evolutionary Approach for Evolving ClassifiersWilliam W. Hsu, Ching-Chi Hsu. 450-455 [doi]
• An Efficient Single-Scan Algorithm for Mining Essential Jumping Emerging Patterns for ClassificationHongjian Fan, Kotagiri Ramamohanarao. 456-462 [doi]
• A Method to Boost Support Vector MachinesLili Diao, Keyun Hu, Yuchang Lu, Chunyi Shi. 463-468 [doi]
• Distribution Discovery: Local Analysis of Temporal RulesXiaoming Jin, Yuchang Lu, Chunyi Shi. 469-480 [doi]
• News Sensitive Stock Trend PredictionGabriel Pui Cheong Fung, Jeffrey Xu Yu, Wai Lam. 481-493 [doi]
• User Profiling for Intrusion Detection Using Dynamic and Static Behavioral ModelsDit-Yan Yeung, Yuxin Ding. 494-505 [doi]
• Incremental Extraction of Keyterms for Classifying Multilingual Documents in the WebLee-Feng Chien, Chien-Kang Huang, Hsin-Chen Chiao, Shih-Jui Lin. 506-516 [doi]
• k-nearest Neighbor Classification on Spatial Data Streams Using P-treesMaleq Khan, Qin Ding, William Perrizo. 517-518 [doi]
• Interactive Construction of Classification RulesJianchao Han, Nick Cercone. 529-534 [doi]
• Enhancing Effectiveness of Outlier Detections for Low Density PatternsJian Tang, Zhixiang Chen, Ada Wai-Chee Fu, David Wai-Lok Cheung. 535-548 [doi]
• Cluster-Based Algorithms for Dealing with Missing ValuesYoshikazu Fujikawa, Tu Bao Ho. 549-554 [doi]
• Extracting Causation Knowledge from Natural Language TextsKi Chan, Boon Toh Low, Wai Lam, Kai-Pui Lam. 555-560 [doi]
• Mining Relationship Graphs for Effective Business ObjectivesKok-Leong Ong, Wee Keong Ng, Ee-Peng Lim. 561-566 [doi]