IEEE Transactions on Knowledge and Data Engineering, Volume 21

Volume 21, Number 1, January 2009

• Xindong Wu:
  EIC Editorial: Introducing the New Editor-in-Chief and Four New Associate Editors. 1-3
  
• Beng Chin Ooi:
  New EIC Editorial. 4-5
  
• Evrim Acar, Bülent Yener:
  Unsupervised Multiway Data Analysis: A Literature Survey. 6-20
  
• Narayan L. Bhamidipati, Sankar K. Pal:
  Comparing Scores Intended for Ranking. 21-34
  
• Raymond Chi-Wing Wong, Jian Pei, Ada Wai-Chee Fu, Ke Wang:
  Online Skyline Analysis with Dynamic Preferences on Nominal Attributes. 35-49
  
• Yu Zhang, Bharat K. Bhargava:
  Self-Learning Disk Scheduling. 50-65
  
• Deyu Zhou, Yulan He:
  Discriminative Training of the Hidden Vector State Model for Semantic Parsing. 66-77
  
• Dongsheng Li, Jiannong Cao, Xicheng Lu, Kaixian Chen:
  Efficient Range Query Processing in Peer-to-Peer Systems. 78-91
  
• Austin Parker, Guillaume Infantes, John Grant, V. S. Subrahmanian:
  SPOT Databases: Efficient Consistency Checking and Optimistic Selection in Probabilistic Spatial Databases. 92-107
  
• Man Lung Yiu, Nikos Mamoulis, Xiangyuan Dai, Yufei Tao, Michail Vaitis:
  Efficient Evaluation of Probabilistic Advanced Spatial Queries on Existentially Uncertain Data. 108-122
  
• Fabrizio Lamberti, Andrea Sanna, Claudio Demartini:
  A Relation-Based Page Rank Algorithm for Semantic Web Search Engines. 123-136
  
• Dimitrios Katsaros, George Pallis, Konstantinos Stamos, Athena Vakali, Antonis Sidiropoulos, Yannis Manolopoulos:
  CDNs Content Outsourcing via Generalized Communities. 137-151
  

Volume 21, Number 2, February 2009

• Tao Jiang, Ah-Hwee Tan:
  Learning Image-Text Associations. 161-177
  
• David Martens, Bart Baesens, Tony Van Gestel:
  Decompositional Rule Extraction from Support Vector Machines by Active Learning. 178-191
  
• Chao-Ton Su, Yu-Hsiang Hsiao:
  Multiclass MTS for Simultaneous Feature Selection and Classification. 192-205
  
• Aristides Gionis, Tamir Tassa:
  k-Anonymization with Minimal Loss of Information. 206-219
  
• Wook-Shin Han, Jaehwa Kim, Byung Suk Lee, Yufei Tao, Ralf Rantzau, Volker Markl:
  Cost-Based Predictive Spatiotemporal Join. 220-233
  
• Jinwon Lee, Seungwoo Kang, Youngki Lee, Sang Jeong Lee, Junehwa Song:
  BMQ-Processor: A High-Performance Border-Crossing Event Detection Framework for Large-Scale Monitoring Applications. 234-252
  
• Jaideep Vaidya, Christopher W. Clifton:
  Privacy-Preserving Kth Element Score over Vertically Partitioned Data. 253-258
  
• Xu Yang, Athman Bouguettaya:
  Semantic Access to Multichannel M-Services. 259-272
  
• Chih-Lin Hu, Ming-Syan Chen:
  Online Scheduling Sequential Objects with Periodicity for Dynamic Information Dissemination. 273-286
  
• Verena Kantere, Spiros Skiadopoulos, Timos K. Sellis:
  Storing and Indexing Spatial Data in P2P Systems. 287-300
  

Volume 21, Number 3, March 2009

• Tianyi Jiang, Alexander Tuzhilin:
  Improving Personalization Solutions through Optimal Segmentation of Customer Bases. 305-320
  
• Heng Tao Shen, Jie Shao, Zi Huang, Xiaofang Zhou:
  Effective and Efficient Query Processing for Video Subsequence Identification. 321-334
  
• Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek:
  Automatically Determining the Number of Clusters in Unlabeled Data Sets. 335-350
  
• Lei Chen, Xiang Lian:
  Efficient Processing of Metric Skyline Queries. 351-365
  
• Elias Frentzos, Kostas Gratsias, Yannis Theodoridis:
  On the Effect of Location Uncertainty in Spatial Querying. 366-383
  
• Lin Zhu, Yufei Tao, Shuigeng Zhou:
  Distributed Skyline Retrieval with Low Bandwidth Consumption. 384-400
  
• E. Patrick Shironoshita, Yves R. Jean-Mary, Ray M. Bradley, Mansur R. Kabuka:
  semQA: SPARQL with Idempotent Disjunction. 401-414
  
• Jörg Ontrup, Helge Ritter, Sören W. Scholz, Ralf Wagner:
  Detecting, Assessing and Monitoring Relevant Topics in Virtual Information Environments. 415-427
  
• Xiao-Bing Xue, Zhi-Hua Zhou:
  Distributional Features for Text Categorization. 428-442
  
• Xiaodong Liu, Witold Pedrycz, Tianyou Chai, Mingli Song:
  The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets. 443-462
  

Volume 21, Number 4, April 2009

• Ran Wolff, Kanishka Bhaduri, Hillol Kargupta:
  A Generic Local Algorithm for Mining Data Streams in Large Distributed Systems. 465-478
  
• Ruibin Xi, Nan Lin, Yixin Chen:
  Compression and Aggregation for Logistic Regression Analysis in Data Cubes. 479-492
  
• Elena Baralis, Tania Cerquitelli, Silvia Chiusano:
  IMine: Index Support for Item Set Mining. 493-506
  
• Mohamed Bouguessa, Shengrui Wang:
  Mining Projected Clusters in High-Dimensional Spaces. 507-522
  
• Chih-Ming Hsu, Ming-Syan Chen:
  On the Design and Applicability of Distance Functions in High-Dimensional Data Space. 523-536
  
• Samee Ullah Khan, Ishfaq Ahmad:
  A Pure Nash Equilibrium-Based Game Theoretical Method for Data Replication across Multiple Servers. 537-553
  
• Arvind K. Tripathi, Suresh K. Nair, Gilbert G. Karuga:
  Optimal Lot Sizing Policies For Sequential Online Auctions. 554-567
  
• Xiang Lian, Lei Chen, Jeffrey Xu Yu, Jinsong Han, Jian Ma:
  Multiscale Representations for Fast Pattern Matching in Stream Time Series. 568-581
  
• Pedro Bizarro, Nicolas Bruno, David J. DeWitt:
  Progressive Parametric Query Optimization. 582-594
  
• Quang Hieu Vu, Beng Chin Ooi, M. Rinard, Kian-Lee Tan:
  Histogram-Based Global Load Balancing in Structured Peer-to-Peer Systems. 595-608
  

Volume 21, Number 5, May 2009

• Charu C. Aggarwal, Philip S. Yu:
  A Survey of Uncertain Data Algorithms and Applications. 609-623
  
• Sattar Hashemi, Ying Yang, Z. Mirzamomen, Mohammad Reza Kangavari:
  Adapted One-versus-All Decision Trees for Data Stream Classification. 624-637
  
• Claudia Diamantini, Domenico Potena:
  Bayes Vector Quantizer for Class-Imbalance Problem. 638-651
  
• Hung-Leng Chen, Ming-Syan Chen, Su-Chen Lin:
  Catching the Trend: A Framework for Clustering Concept-Drifting Categorical Data. 652-665
  
• Dario Bruneo, Giuseppe Iellamo, Giuseppe Minutoli, Antonio Puliafito:
  GridVideo: A Practical Example of Nonscientific Application on the Grid. 666-680
  
• Khaled M. Hammouda, Mohamed S. Kamel:
  Hierarchically Distributed Peer-to-Peer Document Clustering and Cluster Summarization. 681-698
  
• Aris Gkoulalas-Divanis, Vassilios S. Verykios:
  Exact Knowledge Hiding through Database Extension. 699-713
  
• Chang-Tien Lu, Jing Dai, Ying Jin, Janek Mathuria:
  GLIP: A Concurrency Control Protocol for Clipping Indexing. 714-728
  
• Danzhou Liu, Kien A. Hua, Khanh Vu, Ning Yu:
  Fast Query Point Movement Techniques for Large CBIR Systems. 729-743
  
• John F. Roddick:
  Schema Vacuuming in Temporal Databases. 744-747
  
• Lorenzo De Nardo, Francesco Ranzato, Francesco Tapparo:
  The Subgraph Similarity Problem. 748-749
  

Volume 21, Number 6, June 2009

• Beng Chin Ooi:
  EIC Editorial. 753-755
  
• Qing Li, Rynson W. H. Lau, Dennis McLeod, Jiming Liu:
  Guest Editors' Introduction: Knowledge and Data Engineering for E-Learning. 756-758
  
• Dilhan Perera, Judy Kay, Irena Koprinska, Kalina Yacef, Osmar R. Zaïane:
  Clustering and Sequential Pattern Mining of Online Collaborative Learning Data. 759-772
  
• Gennaro Costagliola, Vittorio Fuccella, Massimiliano Giordano, Giuseppe Polese:
  Monitoring Online Tests through Data Visualization. 773-784
  
• Hai Zhuge:
  Communities and Emerging Semantics in Semantic Link Network: Discovery and Learning. 785-799
  
• Raymond Y. K. Lau, Dawei Song, Yuefeng Li, T. C. H. Cheung, Jin-Xing Hao:
  Toward a Fuzzy Domain Ontology Extraction Method for Adaptive e-Learning. 800-813
  
• Yue Suo, Naoki Miyata, Hiroki Morikawa, Toru Ishida, Yuanchun Shi:
  Open Smart Classroom: Extensible and Scalable Learning System in Smart Space Using Web Service Technology. 814-828
  
• James J. Gardner, Aaron Krowne, Li Xiong:
  NNexus: An Automatic Linker for Collaborative Web-Based Corpora. 829-839
  
• Hua Wang, Yanchun Zhang, Jinli Cao:
  Effective Collaboration with Information Sharing in Virtual Universities. 840-853
  
• Claus Pahl, Claire Kenny:
  Interactive Correction and Recommendation for Computer Language Learning and Training. 854-866
  
• Zhaohui Wu, Yuxin Mao, Huajun Chen:
  Subontology-Based Resource Management for Web-Based e-Learning. 867-880
  
• Amal Zouaq, Roger Nkambou:
  Enhancing Learning Objects with an Ontology-Based Memory. 881-893
  
• Stefano Ceri, Florian Daniel, Maristella Matera, Alessandro Raffio:
  Providing Flexible Process Support to Project-Centered Learning. 894-909
  
• Xiang Li, Ling Feng, Lizhu Zhou, Yuanchun Shi:
  Learning in an Ambient Intelligent World: Enabling Technologies and Practices. 910-924
  
• Freya H. Lin, Timothy K. Shih, Won Kim:
  An Implementation of the CORDRA Architecture Enhanced for Systematic Reuse of Learning Objects. 925-938
  
• George H. L. Fletcher, Marc Gyssens, Jan Paredaens, Dirk Van Gucht:
  On the Expressive Power of the Relational Algebra on Finite Sets of Relation Pairs. 939-942
  

Volume 21, Number 7, July 2009

• Xiaochun Wang, Xiali Wang, D. Mitch Wilkes:
  A Divide-and-Conquer Approach for Minimum Spanning Tree-Based Clustering. 945-958
  
• Muhammed Miah, Gautam Das, Vagelis Hristidis, Heikki Mannila:
  Determining Attributes to Maximize Visibility of Objects. 959-973
  
• Qingfeng Chen, Yi-Ping Phoebe Chen:
  Discovery of Structural and Functional Features in RNA Pseudoknots. 974-984
  
• Kasun Wickramaratna, Miroslav Kubat, Kamal Premaratne:
  Predicting Missing Items in Shopping Carts. 985-998
  
• Huanhuan Chen, Peter Tiño, Xin Yao:
  Predictive Ensemble Pruning by Expectation Propagation. 999-1013
  
• Pawan Lingras, Min Chen, Duoqian Miao:
  Rough Cluster Quality Index Based on Decision Theory. 1014-1026
  
• Marta Capdevila Dalmau, Óscar W. Márquez Flórez:
  A Communication Perspective on Automatic Text Categorization. 1027-1041
  
• Luciano Caroprese, Sergio Greco, Ester Zumpano:
  Active Integrity Constraints for Database Consistency Maintenance. 1042-1058
  
• Bin Cui, Lijiang Chen, Linhao Xu, Hua Lu, Guojie Song, Quanqing Xu:
  Efficient Skyline Computation in Structured Peer-to-Peer Systems. 1059-1072
  
• Yufei Tao, Hekang Chen, Xiaokui Xiao, Shuigeng Zhou, Donghui Zhang:
  ANGEL: Enhancing the Utility of Generalization for Privacy Preserving Publication. 1073-1087
  

Volume 21, Number 8, August 2009

• Beng Chin Ooi:
  Introduction of New Associate Editors. 1089-1090
  
• Jie Chen, Yousef Saad:
  Lanczos Vectors versus Singular Vectors for Effective Dimension Reduction. 1091-1103
  
• Mehmet Ercan Nergiz, Chris Clifton, A. Erhan Nergiz:
  Multirelational k-Anonymity. 1104-1117
  
• Pasquale Rullo, Veronica L. Policicchio, Chiara Cumbo, Salvatore Iiritano:
  Olex: Effective Rule Learning for Text Categorization. 1118-1132
  
• Milan Vojnovic, James Cruise, Dinan Gunawardena, Peter Marbach:
  Ranking and Suggesting Popular Items. 1133-1146
  
• Jin Soung Yoo, Shashi Shekhar:
  Similarity-Profiled Temporal Association Mining. 1147-1161
  
• Yunjun Gao, Baihua Zheng, Gencai Chen, Qing Li:
  Optimal-Location-Selection Query Processing in Spatial Databases. 1162-1177
  
• Zhicheng Dou, Ruihua Song, Ji-Rong Wen, Xiaojie Yuan:
  Evaluating the Effectiveness of Personalized Web Search. 1178-1190
  
• Shang-Ming Zhou, John Q. Gan:
  Extracting Takagi-Sugeno Fuzzy Rules with Interpretable Submodels via Regularization of Linguistic Modifiers. 1191-1204
  
• Pornpit Wongthongtham, Elizabeth Chang, Tharam S. Dillon, Ian Sommerville:
  Development of a Software Engineering Ontology for Multisite Software Development. 1205-1217
  
• Juanzi Li, Jie Tang, Yi Li, Qiong Luo:
  RiMOM: A Dynamic Multistrategy Ontology Alignment Framework. 1218-1232
  

Volume 21, Number 9, September 2009

• Steven C. H. Hoi, Rong Jin, Michael R. Lyu:
  Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval. 1233-1248
  
• Ping Luo, Hui Xiong, Guoxing Zhan, Junjie Wu, Zhongzhi Shi:
  Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization. 1249-1262
  
• Haibo He, Edwardo A. Garcia:
  Learning from Imbalanced Data. 1263-1284
  
• Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang:
  Nonlinear Dimensionality Reduction with Local Spline Embedding. 1285-1298
  
• Tianhao Zhang, Dacheng Tao, Xuelong Li, Jie Yang:
  Patch Alignment for Dimensionality Reduction. 1299-1313
  
• Yunjun Gao, Baihua Zheng, Gencai Chen, Wang-Chien Lee, Ken C. K. Lee, Qing Li:
  Visible Reverse k-Nearest Neighbor Query Processing in Spatial Databases. 1314-1327
  
• Sven Groppe, Jinghua Groppe, Dirk Müller:
  Result Merging Technique for Answering XPath Query over XSLT Transformed Data. 1328-1342
  
• Ahmet Bulut, Nick Koudas, Anand Meka, Ambuj K. Singh, Divesh Srivastava:
  Optimization Techniques for Reactive Network Monitoring. 1343-1357
  

Volume 21, Number 10, October 2009

• Liangxiao Jiang, Harry Zhang, Zhihua Cai:
  A Novel Bayes Model: Hidden Naive Bayes. 1361-1371
  
• Souptik Datta, Chris Giannella, Hillol Kargupta:
  Approximate Distributed K-Means Clustering over a Peer-to-Peer Network. 1372-1388
  
• Magesh Jayapandian, H. V. Jagadish:
  Automating the Design and Construction of Query Forms. 1389-1402
  
• Takao Yamashita:
  Distributed View Divergence Control of Data Freshness in Replicated Database Systems. 1403-1417
  
• Ho Jin Woo, Won Suk Lee:
  estMax: Tracing Maximal Frequent Item Sets Instantly over Online Transactional Data Streams. 1418-1431
  
• Yi-Hong Chu, Yi-Ju Chen, De-Nian Yang, Ming-Syan Chen:
  Reducing Redundancy in Subspace Clustering. 1432-1446
  
• Xiang Lian, Lei Chen:
  General Cost Models for Evaluating Dimensionality Reduction in High-Dimensional Spaces. 1447-1460
  
• Wei-Zhi Wu, Yee Leung, Ju-Sheng Mi:
  Granular Computing and Knowledge Reduction in Formal Contexts. 1461-1474
  
• Bo Chen, Hongwei Liu, Jing Chai, Zheng Bao:
  Large Margin Feature Weighting Method via Linear Programming. 1475-1488
  
• Tyrel Russell, Abid M. Malik, Michael Chase, Peter van Beek:
  Learning Heuristics for the Superblock Instruction Scheduling Problem. 1489-1502
  

Volume 21, Number 11, November 2009

• Hsiao-Wei Hu, Yen-Liang Chen, Kwei Tang:
  A Dynamic Discretization Approach for Constructing Decision Trees with a Continuous Label. 1505-1514
  
• Xiaofeng Wang, De-Shuang Huang:
  A Novel Density-Based Clustering Framework by Using Level Set Method. 1515-1531
  
• Padraig Cunningham:
  A Taxonomy of Similarity Mechanisms for Case-Based Reasoning. 1532-1543
  
• Xiang Lian, Lei Chen:
  Efficient Similarity Join over Multiple Stream Time Series. 1544-1558
  
• Amal Zouaq, Roger Nkambou:
  Evaluating the Generation of Domain Ontologies in the Knowledge Puzzle Project. 1559-1572
  
• Moon-Bae Song, Hiroyuki Kitagawa:
  Managing Frequent Updates in R-Trees for Update-Intensive Applications. 1573-1589
  
• Yi-Ren Yeh, Su-Yun Huang, Yuh-Jye Lee:
  Nonlinear Dimension Reduction with Kernel Sliced Inverse Regression. 1590-1603
  
• M. L. Aldridge, M. W. Berry:
  Performance of a Finite-State Machine Implementation of Iterative Cluster Labeling on Desktop and Mobile Computing Platforms. 1604-1616
  
• Ding-An Chiang, Cheng-Tzu Wang, Shao-Ping Chen, Chun-Chi Chen:
  The Cyclic Model Analysis on Sequential Patterns. 1617-1628
  
• Pierluigi Plebani, Barbara Pernici:
  URBE: Web Service Retrieval Based on Similarity Evaluation. 1629-1642
  
• M. Laszlo, S. Mukherjee:
  Approximation Bounds for Minimum Information Loss Microaggregation. 1643-1647
  

Volume 21, Number 12, December 2009

• Nizar Bouguila:
  A Model-Based Approach for Discrete Data Clustering and Feature Weighting Using MAP and Stochastic Complexity. 1649-1664
  
• Fei Wang, Changshui Zhang, Tao Li:
  Clustering with Local and Global Regularization. 1665-1678
  
• Ming Hua, Man Ki Lau, Jian Pei, Kui Wu:
  Continuous K-Means Monitoring with Low Reporting Cost in Sensor Networks. 1679-1691
  
• Qian Wan, Aijun An:
  Discovering Transitional Patterns and Their Significant Milestones in Transaction Databases. 1692-1707
  
• Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
  Efficient Tree Structures for High Utility Pattern Mining in Incremental Databases. 1708-1721
  
• Xianjin Zhu, Himanshu Gupta, Bin Tang:
  Join of Multiple Data Streams in Sensor Networks. 1722-1736
  
• Praveen Rao, Bongki Moon:
  Locating XML Documents in a Peer-to-Peer Network Using Distributed Hash Tables. 1737-1752
  
• Silvia Riedel, Bogdan Gabrys:
  Pooling for Combination of Multilevel Forecasts. 1753-1766
  
• Yingpeng Sang, Hong Shen, Hui Tian:
  Privacy-Preserving Tuple Matching in Distributed Databases. 1767-1782
  
• Baihua Zheng, Wang-Chien Lee, Peng Liu, Dik Lun Lee, Xuhua Ding:
  Tuning On-Air Signatures for Balancing Performance and Confidentiality. 1783-1797
  
• Yiu-ming Cheung, Hong Zeng:
  Local Kernel Regression Score for Selecting Features of High-Dimensional Data. 1798-1802
  
• Wang Zhenwei, Hui Li:
  Manufacturing-Oriented Discrete Process Modeling Approach Using the Predicate Logic. 1803-1806