Volume 18, Number 1, January 2006
Xindong Wu: EIC Editorial: State of the Transactions. 1-5
Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Hongjun Lu, Philip S. Yu: Text Classification without Negative Examples Revisit. 6-20
Claudio Lucchese, Salvatore Orlando, Raffaele Perego: Fast and Memory Efficient Mining of Frequent Closed Itemsets. 21-36
Thomas P. Trappenberg, Jie Ouyang, Andrew D. Back: Input Variable Selection: Mutual Information and Linear Mixing Measures. 37-46
Hong-Sen Yan: A New Complicated-Knowledge Representation Approach Based on Knowledge Meshes. 47-62
Zhi-Hua Zhou, Xu-Ying Liu: Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem. 63-77
Kun Liu, Hillol Kargupta, Jessica Ryan: Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining. 92-106
Xiaocong Fan, John Yen, Michael S. Miller, Thomas R. Ioerger, Richard A. Volz: MALLET-A Multi-Agent Logic Language for Encoding Teamwork. 123-138
Volume 18, Number 2, February 2006
Fabrizio Angiulli, Stefano Basta, Clara Pizzuti: Distance-Based Detection and Prediction of Outliers. 145-160
Chung-Chian Hsu, Sheng-Hsuan Wang: An Integrated Framework for Visualized and Exploratory Pattern Discovery in Mixed Data. 161-173
Sung-Won Jung, Hyuk-Chul Kwon: A Scalable Hybrid Approach for Extracting Head Components from Web Tables. 174-187
Carlos Ordonez: Integrating K-Means Clustering with a Relational DBMS Using SQL. 188-201
Balaji Padmanabhan, Alexander Tuzhilin: On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery. 202-216
Lean Yu, Shouyang Wang, Kin Keung Lai: An Integrated Data Preparation Scheme for Neural Network Data Analysis. 217-230
Yanchang Zhao, Shichao Zhang: Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis. 231-244
Min-Jae Lee, Kyu-Young Whang, Wook-Shin Han, Il-Yeol Song: Transform-Space View: Performing Spatial Join in the Transform Space Using Original-Space Indexes. 245-260
Mohamed Hammami, Youssef Chahir, Liming Chen: WebGuard: A Web Filtering Engine Combining Textual, Structural, and Visual Content-Based Analysis. 272-284
Volume 18, Number 3, March 2006
Chenyi Xia, Wynne Hsu, Mong-Li Lee, Beng Chin Ooi: BORDER: Efficient Computation of Boundary Points. 289-303
Hui Xiong, Gaurav Pandey, Michael Steinbach, Vipin Kumar: Enhancing Data Analysis with Noise Removal. 304-319
Jun Yan, Benyu Zhang, Ning Liu, Shuicheng Yan, QianSheng Cheng, Weiguo Fan, Qiang Yang, Wensi Xi, Zheng Chen: Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. 320-333
H. V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan: Toward Efficient Multifeature Query Processing. 350-362
Bin Liu, Elke A. Rundensteiner: Optimizing Cyclic Join View Maintenance over Distributed Data Sources. 363-376
Jianliang Xu, Wang-Chien Lee, Xueyan Tang, Qing Gao, Shanping Li: An Error-Resilient and Tunable Distributed Indexing Scheme for Wireless Data Broadcast. 392-404
Yan Li, Simon C. K. Shiu, Sankar K. Pal: Combining Feature Reduction and Case Selection in Building CBR Classifiers. 415-429
Volume 18, Number 4, April 2006

Shen Huang, Zheng Chen, Yong Yu, Wei-Ying Ma: Multitype Features Coselection for Web Document Clustering. 448-459
Jiuyong Li: On Optimal Rule Discovery. 460-471
Mingjun Song, Sanguthevar Rajasekaran: A Transaction Mapping Algorithm for Frequent Itemsets Mining. 472-481
Jun-ichi Takeuchi, Kenji Yamanishi: A Unifying Framework for Detecting Outliers and Change Points from Time Series. 482-492
Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar: TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. 493-508
Steven C. H. Hoi, Michael R. Lyu, Rong Jin: A Unified Log-Based Relevance Feedback Scheme for Image Retrieval. 509-524
Vagelis Hristidis, Nick Koudas, Yannis Papakonstantinou, Divesh Srivastava: Keyword Proximity Search in XML Trees. 525-539
Man Lung Yiu, Dimitris Papadias, Nikos Mamoulis, Yufei Tao: Reverse Nearest Neighbors in Large Graphs. 540-553
Yuefeng Li, Ning Zhong: Mining Ontology for Automatically Acquiring Web User Information Needs. 554-568
Volume 18, Number 5, May 2006
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu: A Framework for On-Demand Classification of Evolving Data Streams. 577-589
Federico Divina, Jesús S. Aguilar-Ruiz: Biclustering of Expression Data with Evolutionary Computation. 590-602
Hyunsoo Kim, Barry L. Drake, Haesun Park: Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. 603-612
Chiung-Hon Leon Lee, Alan Liu, Wen-Sung Chen: Pattern Discovery of Fuzzy Time Series for Financial Prediction. 613-625
Qiang Yang, Charles X. Ling, Xiaoyong Chai, Rong Pan: Test-Cost Sensitive Classification on Data with Missing Values. 626-638
Donald P. Ballou, InduShobha N. Chengalur-Smith, Richard Y. Wang: Sample-Based Quality Estimation of Query Results in Relational Database Environments. 639-650
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu: Processing Moving Queries over Moving Objects Using Motion-Adaptive Indexes. 651-668
Lei Guo, Songqing Chen, Xiaodong Zhang: Design and Evaluation of a Scalable and Reliable P2P Assisted Proxy for On-Demand Streaming Media Delivery. 669-682
Xuemin Lin, Jian Xu, Qing Zhang, Hongjun Lu, Jeffrey Xu Yu, Xiaofang Zhou, Yidong Yuan: Approximate Processing of Massive Continuous Quantile Queries over High-Speed Data Streams. 683-698
Radu Sion, Mikhail J. Atallah, Sunil Prabhakar: Rights Protection for Discrete Numeric Streams. 699-714
Wai-Ho Au, Keith C. C. Chan, Andrew K. C. Wong: A Fuzzy Approach to Partitioning Continuous Attributes for Classification. 715-719
Volume 18, Number 6, June 2006
Hongjian Fan, Kotagiri Ramamohanarao: Fast Discovery and the Generalization of Strong Jumping Emerging Patterns for Building Compact and Accurate Classifiers. 721-737
Bin Shyan Jong, LuYung Wu, Te Yi Chan: Dynamic Grouping Strategies Based on a Conceptual Graph for Cooperative Learning. 738-747
Jianyong Wang, Jiawei Han, Jian Pei: Closed Constrained Gradient Mining in Retail Databases. 764-769
Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu: Efficient Classification across Multiple Database Relations: A CrossMine Approach. 770-783
Shyh-Kwei Chen: An Exact Closed-Form Formula for d-Dimensional Quadtree Decomposition of Arbitrary Hyperrectangles. 784-798
Eliseo Clementini, Roland Billen: Modeling and Computing Ternary Projective Relations between Regions. 799-814
Dnyanesh G. Rajpathak, Enrico Motta, Zdenek Zdráhal, Rajkumar Roy: A Generic Library of Problem Solving Methods for Scheduling Applications. 815-828
Zheng-Hua Tan: Fuzzy Metagraph and Its Combination with the Indexing Approach in Rule-Based Systems. 829-841
Thanh Tho Quan, Siu Cheung Hui, Alvis Cheuk M. Fong, Tru Hoang Cao: Automatic Fuzzy Ontology Generation for Semantic Web. 842-856
Volume 18, Number 7, July 2006
Hamad Alhammady, Kotagiri Ramamohanarao: Using Emerging Patterns to Construct Weighted Decision Trees. 865-876
Yiqiang Chen, Qiang Yang, Jie Yin, Xiaoyong Chai: Power-Efficient Access-Point Selection for Indoor Location Estimation. 877-888
Henry Wai Kit Chia, Chew Lim Tan, Sam Yuan Sung: Enhancing Knowledge Discovery via Association-Based Evolution of Neural Logic Networks. 889-901
Thanit Puthpongsiriporn, J. David Porter, Bopaya Bidanda, Ming-En Wang, Richard E. Billo: Attribute-Level Neighbor Hierarchy Construction Using Evolved Pattern-Based Knowledge Induction. 917-929
Chung-Hsien Wu, Jui-Feng Yeh, Yu-Sheng Lai: Semantic Segment Extraction and Matching for Internet FAQ Retrieval. 930-940
Qingxiang Wu, T. Martin McGinnity, David A. Bell, Girijesh Prasad: A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types. 941-953
Manghui Tu, Peng Li, Liangliang Xiao, I-Ling Yen, Farokh B. Bastani: Replica Placement Algorithms for Mobile Transaction Systems. 954-970
Jong P. Yoon: Presto Authorization: A Bitmap Indexing Scheme for High-Speed Access Control to XML Documents. 971-987
Volume 18, Number 8, August 2006
Nizar Bouguila, Djemel Ziou: Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based Approach. 993-1009
Gianluigi Greco, Antonella Guzzo, Luigi Pontieri, Domenico Saccà: Discovering Expressive Process Models by Clustering Log Traces. 1010-1027
Jiuyong Li: Robust Rule-Based Prediction. 1043-1054
Charles X. Ling, Victor S. Sheng, Qiang Yang: Test Strategies for Cost-Sensitive Decision Trees. 1055-1067
Songting Chen, Xin Zhang, Elke A. Rundensteiner: A Compensation-Based Approach for View Maintenance in Distributed Environments. 1068-1081
Wai Yin Mok, David W. Embley: Generating Compact Redundancy-Free XML Documents from Conceptual-Model Hypergraphs. 1082-1096
Ming Xiong, BiYu Liang, Kam-yiu Lam, Yang Guo: Quality of Service Guarantee for Temporal Consistency of Real-Time Transactions. 1097-1110
Yuxia Yao, Xueyan Tang, Ee-Peng Lim, Aixin Sun: An Energy-Efficient and Access Latency Optimized Indexing Scheme for Wireless Data Broadcast. 1111-1124
Andrew Hamilton-Wright, Daniel W. Stashuk: Transparent Decision Support Using Statistical Reasoning and Fuzzy Inference. 1125-1137
Yuhua Li, David McLean, Zuhair Bandar, James O'Shea, Keeley A. Crockett: Sentence Similarity Based on Semantic Nets and Corpus Statistics. 1138-1150
Volume 18, Number 9, September 2006
Xindong Wu: EIC Editorial: TKDE Editorial Board Changes. 1153-1155
Hisham Al-Mubaid, Syed A. Umair: A New Text Categorization Technique Using Distributional Clustering and Learning Logic. 1156-1165
Bi-Ru Dai, Jen-Wei Huang, Mi-Yen Yeh, Ming-Syan Chen: Adaptive Clustering for Multiple Evolving Streams. 1166-1180
Jeffrey Junfeng Pan, James T. Kwok, Qiang Yang, Yiqiang Chen: Multidimensional Vector Regression for Accurate and Low-Cost Location Estimation in Pervasive Computing. 1181-1193
Khaled A. S. Abdel-Ghaffar, Amr El Abbadi: The Optimality of Allocation Methods for Bounded Disagreement Search Queries: The Possible and the Impossible. 1194-1206
SangKeun Lee, Chong-Sun Hwang, Masaru Kitsuregawa: Efficient, Energy Conserving Transaction Processing in Wireless Data Broadcast. 1225-1238
Yufei Tao, Man Lung Yiu, Nikos Mamoulis: Reverse Nearest Neighbor Search in Metric Spaces. 1239-1252
Zhiqiang Yang, Rebecca N. Wright: Privacy-Preserving Computation of Bayesian Networks on Vertically Partitioned Data. 1253-1264
Katerina Kabassi, Maria Virvou: A Knowledge-Based Software Life-Cycle Framework for the Incorporation of Multicriteria Analysis in Intelligent User Interfaces. 1265-1277
Xiao-Bai Li, Sumit Sarkar: A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining. 1278-1283
Volume 18, Number 10, October 2006
Tianyi Jiang, Alexander Tuzhilin: Segmenting Customers from Population to Individuals: Does 1-to-1 Keep Your Customers Forever? 1297-1311
Jieping Ye, Ravi Janardan, Qi Li, Haesun Park: Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis. 1312-1322
Jin Soung Yoo, Shashi Shekhar: A Joinless Approach for Mining Spatial Colocation Patterns. 1323-1337
Min-Ling Zhang, Zhi-Hua Zhou: Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization. 1338-1351
Amitabha Bagchi, Amitabh Chaudhary, Michael T. Goodrich, Chen Li, Michal Shmueli-Scheuer: Achieving Communication Efficiency through Push-Pull Partitioning of Semantic Spaces to Disseminate Dynamic Information. 1352-1367
P. Punitha, D. S. Guru: An Effective and Efficient Exact Match Retrieval Scheme for Symbolic Image Database Systems Based on Spatial Reasoning: A Logarithmic Search Time Approach. 1368-1381
Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, Ke Deng: A Multiresolution Terrain Model for Efficient Visualization Query Processing. 1382-1396
Rallou Thomopoulos, Patrice Buche, Ollivier Haemmerlé: Fuzzy Sets Defined on a Hierarchical Domain. 1397-1410
Chia-Hui Chang, Mohammed Kayed, Moheb R. Girgis, Khaled F. Shaalan: A Survey of Web Information Extraction Systems. 1411-1428
Zhenyue Zhang, Yiu-ming Cheung: On Weight Design of Maximum Weighted Likelihood and an Extended EM Algorithm. 1429-1434
Xingquan Zhu, Xindong Wu: Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering. 1435-1440
Volume 18, Number 11, November 2006
Ehud Gudes, Solomon Eyal Shimony, Natalia Vanetik: Discovering Frequent Graph Patterns Using Disjoint Paths. 1441-1456
Sang-Bum Kim, Kyoung-Soo Han, Hae-Chang Rim, Sung-Hyon Myaeng: Some Effective Techniques for Naive Bayes Text Classification. 1457-1466
Jian Pei, Haixun Wang, Jian Liu, Ke Wang, Jianyong Wang, Philip S. Yu: Discovering Frequent Closed Partial Orders from Strings. 1467-1481
YongHong Tian, Qiang Yang, Tiejun Huang, Charles X. Ling, Wen Gao: Learning Contextual Dependency Network Models for Link-Based Classification. 1482-1496

Yu-Chi Chung, Chao-Chun Chen, Chiang Lee: Design and Performance Evaluation of Broadcast Algorithms for Time-Constrained Data Retrieval. 1526-1543
Hong Lu, Beng Chin Ooi, Heng Tao Shen, Xiangyang Xue: Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval. 1544-1559
Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu: Incremental Processing of Continual Range Queries over Moving Objects. 1560-1575
Kiam Tian Seow, Kwang Mong Sim: Decentralized Assignment Reasoning Using Collaborative Local Mediation. 1576-1580
Volume 18, Number 12, December 2006
Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang: Regression Cubes with Lossless Compression and Aggregation. 1585-1599
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel: Multi-Output Regularized Feature Projection. 1600-1613
Yanhong Zhai, Bing Liu: Structured Data Extraction from the Web Based on Partial Tree Alignment. 1614-1628
Zhiyong Huang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung: Continuous Skyline Queries for Moving Objects. 1645-1658
Manolis Koubarakis, Spiros Skiadopoulos, Christos Tryfonopoulos: Logic and Computational Complexity for Boolean Information Retrieval. 1659-1666
Weili Wu, Hong Gao, Jianzhong Li: New Algorithm for Computing Cube on Very Large Compressed Data Sets. 1667-1680
María Dolores Rodríguez-Moreno, Angelo Oddi, Daniel Borrajo, Amedeo Cesta: IPSS: A Hybrid Approach to Planning and Scheduling Integration. 1681-1695
Duncan Smith, Sameer Singh: Approaches to Multisensor Data Fusion in Target Tracking: A Survey. 1696-1710
Nicolas Bruno, Surajit Chaudhuri, Dilys Thomas: Generating Queries with Cardinality Constraints for DBMS Testing. 1721-1725



