IEEE Transactions on Knowledge and Data Engineering, Volume 22

Volume 22, Number 1, January 2010

• Beng Chin Ooi:
  State of the Transactions Editorial. 1
  
• Kyriakos Mouratidis, Man Lung Yiu:
  Anonymous Query Processing in Road Networks. 2-15
  
• Yi-Hong Chu, Jen-Wei Huang, Kun-Ta Chuang, De-Nian Yang, Ming-Syan Chen:
  Density Conscious Subspace Clustering for High-Dimensional Data. 16-30
  
• David R. Parker, Steven C. Gustafson, Mark E. Oxley, Timothy D. Ross:
  Development of a Bayesian Framework for Determining Uncertainty in Receiver Operating Characteristic Curve Estimates. 31-45
  
• Ke Zhou, Gui-Rong Xue, Qiang Yang, Yong Yu:
  Learning with Positive and Unlabeled Examples Using Topic-Sensitive PLSA. 46-58
  
• Yuzhe Tang, Shuigeng Zhou, Jianliang Xu:
  LIGHT: A Query-Efficient Yet Low-Maintenance Indexing Scheme over DHTs. 59-75
  
• Wu-Jun Li, Dit-Yan Yeung:
  MILD: Multiple-Instance Learning via Disambiguation. 76-89
  
• Hector Gonzalez, Jiawei Han, Hong Cheng, Xiaolei Li, Diego Klabjan, Tianyi Wu:
  Modeling Massive RFID Data Sets: A Gateway-Based Movement Graph Approach. 90-104
  
• Lina Peng, Renwei Yu, K. Selçuk Candan, Xinxin Wang:
  Object and Combination Shedding Schemes for Adaptive Media Workflow Execution. 105-119
  
• Deke Guo, Jie Wu, Honghui Chen, Ye Yuan, Xueshan Luo:
  The Dynamic Bloom Filters. 120-133
  
• MyungKeun Yoon:
  Aging Bloom Filter with Two Active Buffers for Dynamic Sets. 134-138
  
• Carlos Ordonez, Sasi K. Pitchaimalai:
  Bayesian Classifiers Programmed in SQL. 139-144
  
• Xuelong Li, Yanwei Pang:
  Deterministic Column-Based Matrix Decomposition. 145-149
  

Volume 22, Number 2, February 2010

• Eliseo Clementini, Spiros Skiadopoulos, Roland Billen, Francesco Tarquini:
  A Reasoning System of Ternary Projective Relations. 161-178
  
• Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos:
  A Unified Framework for Providing Recommendations in Social Tagging Systems Based on Ternary Semantic Analysis. 179-192
  
• Ken-Hao Liu, Wei-Guang Teng, Ming-Syan Chen:
  Dynamic Wavelet Synopses Management over Sliding Windows in Sensor Networks. 193-206
  
• Yon Dohn Chung, Sanghyun Yoo, Myoung-Ho Kim:
  Energy- and Latency-Efficient Processing of Full-Text Searches on a Wireless Broadcast Stream. 207-218
  
• Bin Cui, Jiakui Zhao, Dongqing Yang:
  Exploring Correlated Subspaces for Efficient Query Processing in Sparse Databases. 219-233
  
• Reynold Cheng, Benjamin C. M. Kao, Alan Kwan, Sunil Prabhakar, Yi-Cheng Tu:
  Filtering Data Streams for Entity-Based Continuous Queries. 234-248
  
• Mohammed Kayed, Chia-Hui Chang:
  FiVaTech: Page-Level Web Data Extraction from Template Pages. 249-263
  
• Carlos Ordonez:
  Optimization of Linear Recursive Queries in SQL. 264-277
  
• Georgios Meditskos, Nick Bassiliades:
  Structural and Role-Oriented Web Service Discovery with Taxonomies in OWL-S. 278-290
  
• Anuj R. Jaiswal, David J. Miller, Prasenjit Mitra:
  Uninterpreted Schema Matching with Embedded Value Mapping under Opaque Column Names and Data Values. 291-304
  

Volume 22, Number 3, March 2010

• Neil MacParthalain, Qiang Shen, Richard Jensen:
  A Distance Measure Approach to Exploring the Rough Set Boundary Region for Attribute Reduction. 305-317
  
• Chung-Hua Chu, Hao-Ping Hung, Ming-Syan Chen:
  A General Framework of Time-Variant Bandwidth Allocation in the Data Broadcasting Environment. 318-333
  
• Slava Kisilevich, Lior Rokach, Yuval Elovici, Bracha Shapira:
  Efficient Multidimensional Suppression for K-Anonymity. 334-347
  
• Yuexian Hou, Peng Zhang, Tingxu Yan, Wenjie Li, Dawei Song:
  Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection. 348-364
  
• Huiwen Zeng, H. Joel Trussell:
  Constrained Dimensionality Reduction Using a Mixed-Norm Penalty Function with Neural Networks. 365-380
  
• Jin-Mao Wei, Shu-Qin Wang, Xiao-Jie Yuan:
  Ensemble Rough Hypercuboid Approach for Classifying Cancers. 381-391
  
• Dimitris Sacharidis, Kyriakos Mouratidis, Dimitris Papadias:
  k-Anonymity in the Presence of External Databases. 392-403
  
• Haibo Hu, Jianliang Xu, Dik Lun Lee:
  PAM: An Efficient and Privacy-Aware Monitoring Framework for Continuously Moving Objects. 404-419
  
• Xiang Lian, Lei Chen:
  Ranked Query Processing in Uncertain Databases. 420-436
  
• Thomas A. Lasko, Staal A. Vinterbo:
  Spectral Anonymization of Data. 437-446
  
• Wei Liu, Xiaofeng Meng, Weiyi Meng:
  ViDE: A Vision-Based Approach for Deep Web Data Extraction. 447-460
  
• Call for Papers: Cloud Data Management. 461
  

Volume 22, Number 4, April 2010

• Upavan Gupta, Nagarajan Ranganathan:
  A Game Theoretic Approach for Simultaneous Compaction and Equipartitioning of Spatial Data Sets. 465-478
  
• Sang Wan Lee, Yong-Soo Kim, Zeungnam Bien:
  A Nonsupervised Learning Framework of Human Behavior Patterns Based on Sequential Actions. 479-492
  
• Ying Zhang, Xuemin Lin, Yidong Yuan, Masaru Kitsuregawa, Xiaofang Zhou, Jeffrey Xu Yu:
  Duplicate-Insensitive Order Statistics Computation over Data Streams. 493-507
  
• Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel:
  Filter-Based Data Partitioning for Training Multiple Classifier Systems. 508-522
  
• Tak-Lam Wong, Wai Lam:
  Learning to Adapt Web Information Extraction Knowledge and Discovering New Attributes via a Bayesian Approach. 523-536
  
• Haibin Cheng, Pang-Ning Tan, Rong Jin:
  Efficient Algorithm for Localized Support Vector Machine. 537-549
  
• Muhammad Aamir Cheema, Xuemin Lin, Wei Wang, Wenjie Zhang, Jian Pei:
  Probabilistic Reverse Nearest Neighbor Queries on Uncertain Data. 550-564
  
• Hsin-Min Lu, Daniel Zeng, Hsinchun Chen:
  Prospective Infectious Disease Outbreak Detection Using Markov Switching Models. 565-577
  
• Weifeng Su, Jiying Wang, Frederick H. Lochovsky:
  Record Matching over Query Results from Multiple Web Databases. 578-589
  
• Kyriacos E. Pavlou, Richard T. Snodgrass:
  The Tiled Bitmap Forensic Analysis Algorithm. 590-601
  
• Hye-Kyeong Ko, SangKeun Lee:
  A Binary String Approach for Updates in Dynamic Ordered XML Data. 602-607
  

Volume 22, Number 5, May 2010

• Viviana Mascardi, Angela Locoro, Paolo Rosso:
  Automatic Ontology Matching via Upper Ontologies: A Systematic Evaluation. 609-623
  
• Suyun Zhao, Eric C. C. Tsang, Degang Chen, Xizhao Wang:
  Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach. 624-638
  
• Chunyu Yang, Yong Cao, Zaiqing Nie, Jie Zhou, Ji-Rong Wen:
  Closing the Loop in Webpage Understanding. 639-650
  
• Deke Guo, Yunhao Liu, Xiang-Yang Li, Panlong Yang:
  False Negative Problem of Counting Bloom Filter. 651-664
  
• Sarana Nutanong, Egemen Tanin, Rui Zhang:
  Incremental Evaluation of Visible Nearest Neighbor Queries. 665-681
  
• Ramadhana Bramandia, Byron Choi, Wee Keong Ng:
  Incremental Maintenance of 2-Hop Labeling of Large Graphs. 682-698
  
• Mo Li, Yunhao Liu:
  Iso-Map: Energy-Efficient Contour Mapping in Wireless Sensor Networks. 699-710
  
• Tao-Yang Fu, Wen-Chih Peng, Wang-Chien Lee:
  Parallelizing Itinerary-Based KNN Query Processing in Wireless Sensor Networks. 711-729
  
• Leandro L. Minku, Allan P. White, Xin Yao:
  The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift. 730-742
  
• Anton Dries, Luc De Raedt, Siegfried Nijssen:
  Mining Predictive k-CNF Expressions. 743-748
  

Volume 22, Number 6, June 2010

• Chengqi Zhang, Philip S. Yu, David Bell:
  Introduction to the Domain-Driven Data Mining Special Section. 753-754
  
• Longbing Cao:
  Domain-Driven Data Mining: Challenges and Prospects. 755-769
  
• Evan Wei Xiang, Bin Cao, Derek Hao Hu, Qiang Yang:
  Bridging Domains Using World Wide Knowledge for Transfer Learning. 770-783
  
• Claudia Marinica, Fabrice Guillet:
  Knowledge-Based Interactive Postmining of Association Rules Using Ontologies. 784-797
  
• Alex Tze Hiang Sim, Maria Indrawan, Samar Zutshi, Bala Srinivasan:
  Logic-Based Pattern Discovery. 798-811
  
• Jun Du, Charles X. Ling:
  Asking Generalized Queries to Domain Experts to Improve Learning. 812-825
  
• Jing He, Yanchun Zhang, Yong Shi, Guangyan Huang:
  Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit Scoring. 826-838
  
• Huidong Jin, Jie Chen, Hongxing He, Chris Kelman, Damien McAullay, Christine M. O'Keefe:
  Signaling Potential Adverse Drug Reactions from Administrative Health Databases. 839-853
  
• Pradipta Maji, Sankar K. Pal:
  Feature Selection Using f-Information Measures in Fuzzy Approximation Spaces. 854-867
  
• Mehmet Ercan Nergiz, Christopher W. Clifton:
  d-Presence without Complete World Knowledge. 868-883
  
• Shuguo Han, Wee Keong Ng, Li Wan, Vincent C. S. Lee:
  Privacy-Preserving Gradient-Descent Methods. 884-899
  
• Daewon Lee, Jaewook Lee:
  Dynamic Dissimilarity Measure for Support-Based Clustering. 900-905
  
• Bing-Yu Sun, Jiuyong Li, Desheng Dash Wu, Xiao-Ming Zhang, Wen-Bo Li:
  Kernel Discriminant Learning for Ordinal Regression. 906-910
  

Volume 22, Number 7, July 2010

• Jinlin Chen:
  An UpDown Directed Acyclic Graph Approach for Sequential Pattern Mining. 913-928
  
• Si Si, Dacheng Tao, Bo Geng:
  Bregman Divergence-Based Regularization for Transfer Subspace Learning. 929-942
  
• Ninghui Li, Tiancheng Li, Suresh Venkatasubramanian:
  Closeness: A New Privacy Measure for Data Publishing. 943-956
  
• Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai:
  Conic Programming for Multitask Learning. 957-968
  
• Kenneth Wai-Ting Leung, Dik Lun Lee:
  Deriving Concept-Based User Profiles from Search Engine Logs. 969-982
  
• James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang:
  Incremental and General Evaluation of Reverse Nearest Neighbors. 983-999
  
• Prashant Dewan, Partha Dasgupta:
  P2P Reputation Management Using Distributed Identities and Decentralized Recommendation Chains. 1000-1013
  
• You Jung Kim, Jignesh M. Patel:
  Performance Comparison of the R^*-Tree and the Quadtree for kNN and Distance Join Queries. 1014-1027
  
• Wei Wang, Payam M. Barnaghi, Andrzej Bargiela:
  Probabilistic Topic Models for Learning Terminological Ontologies. 1028-1040
  
• Sze Man Yuen, Yufei Tao, Xiaokui Xiao, Jian Pei, Donghui Zhang:
  Superseding Nearest Neighbor Search on Uncertain Spatial Databases. 1041-1055
  

Volume 22, Number 8, August 2010

• Yannis E. Ioannidis, Dik Lun Lee, Raymond T. Ng:
  Guest Editor's Introduction to the Special Section on the IEEE International Conference on Data Engineering. 1057-1058
  
• Ying Zhang, Nan Tang, Peter A. Boncz:
  Projective Distribution of XQuery with Updates. 1059-1076
  
• Zhifeng Bao, Jiaheng Lu, Tok Wang Ling, Bo Chen:
  Towards an Effective XML Keyword Search. 1077-1092
  
• Lei Chen, Changliang Wang:
  Continuous Subgraph Pattern Search over Certain and Uncertain Graph Streams. 1093-1109
  
• Mihaela A. Bornea, Vasilis Vassalos, Yannis Kotidis, Antonios Deligiannakis:
  Adaptive Join Operators for Result Rate Optimization on Streaming Inputs. 1110-1125
  
• Mengmeng Liu, Nicholas E. Taylor, Wenchao Zhou, Zachary G. Ives, Boon Thau Loo:
  Maintaining Recursive Views of Regions and Connectivity in Networks. 1126-1141
  
• Graham Cormode, Minos N. Garofalakis:
  Histograms and Wavelets on Probabilistic Data. 1142-1157
  
• Jagan Sankaranarayanan, Hanan Samet:
  Query Processing Using Distance Oracles for Spatial Networks. 1158-1175
  
• Heasoo Hwang, Andrey Balmin, Berthold Reinwald, Erik Nijkamp:
  BinRank: Scaling Dynamic Authority-Based Search Using Materialized Subgraphs. 1176-1190
  

• Shikui Wei, Yao Zhao, Zhenfeng Zhu, Nan Liu:
  Multimodal Fusion for Video Search Reranking. 1191-1199
  

Volume 22, Number 9, September 2010

• Reynold Cheng, Michael Chau, Minos N. Garofalakis, Jeffrey Xu Yu:
  Guest Editors' Introduction: Special Section on Mining Large Uncertain and Probabilistic Databases. 1201-1202
  
• Zhaonian Zou, Jianzhong Li, Hong Gao, Shuo Zhang:
  Mining Frequent Subgraph Patterns from Uncertain Graph Data. 1203-1218
  
• Ben Kao, Sau Dan Lee, Foris K. F. Lee, David Wai-Lok Cheung, Wai-Shing Ho:
  Clustering Uncertain Data Using Voronoi Diagrams and R-Tree Index. 1219-1233
  
• Thomas Bernecker, Hans-Peter Kriegel, Nikos Mamoulis, Matthias Renz, Andreas Züfle:
  Scalable Probabilistic Similarity Ranking in Uncertain Databases. 1234-1246
  
• Ying Zhang, Xuemin Lin, Wenjie Zhang, Jianmin Wang, Qianlu Lin:
  Effectively Indexing the Uncertain Space. 1247-1261
  
• Di Cai:
  An Information-Theoretic Foundation for the Measurement of Discrimination Information. 1262-1273
  
• Eric K. Garcia, Sergey Feldman, Maya R. Gupta, Santosh Srivastava:
  Completely Lazy Learning. 1274-1285
  
• Jianshu Weng, Zhiqi Shen, Chunyan Miao, Angela Eck Soong Goh, Cyril Leung:
  Credibility: How Agents Can Handle Unfair Third-Party Testimonies in Computational Trust Models. 1286-1298
  
• Longbing Cao, Yanchang Zhao, Huaifeng Zhang, Dan Luo, Chengqi Zhang, E. K. Park:
  Flexible Frameworks for Actionable Knowledge Discovery. 1299-1312
  
• Filippo Furfaro, Giuseppe M. Mazzeo, Andrea Pugliese:
  Managing Multidimensional Historical Aggregate Data in Unstructured P2P Networks. 1313-1330
  
• Dimitrios Pierrakos, Georgios Paliouras:
  Personalizing Web Directories with the Aid of Web Usage Data. 1331-1344
  

Volume 22, Number 10, October 2010

• Sinno Jialin Pan, Qiang Yang:
  A Survey on Transfer Learning. 1345-1359
  
• Shady Shehata, Fakhri Karray, Mohamed S. Kamel:
  An Efficient Concept-Based Mining Model for Enhancing Text Clustering. 1360-1371
  
• Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Yanfeng Shu, Athman Bouguettaya, John A. Taylor:
  Adaptive Subspace Symbolization for Content-Based Video Detection. 1372-1387
  
• Michael Wasikowski, Xue-wen Chen:
  Combating the Small Sample Class Imbalance Problem Using Feature Selection. 1388-1400
  
• Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao:
  Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning. 1401-1414
  
• L. Venkata Subramaniam, Amit Anil Nanavati, Sougata Mukherjea:
  Enriching One Taxonomy Using Another. 1415-1427
  
• Sergio Consoli, Kenneth Darby-Dowman, Gijs Geleijnse, Jan H. M. Korst, Steffen Pauws:
  Heuristic Approaches for the Quartet Method of Hierarchical Clustering. 1428-1443
  
• Ken C. K. Lee, Wang-Chien Lee, Hong Va Leong:
  Nearest Surrounder Queries. 1444-1458
  
• Yanhua Chen, Lijun Wang, Ming Dong:
  Non-Negative Matrix Factorization for Semisupervised Heterogeneous Data Coclustering. 1459-1474
  
• Dizza Beimel, Mor Peleg:
  The Context and the SitBAC Models for Privacy Preservation—An Experimental Comparison of Model Comprehension and Synthesis. 1475-1488
  

Volume 22, Number 11, November 2010

• Nick Bassiliades, Guido Governatori, Adrian Paschke, Jürgen Dix:
  Guest Editors' Introduction: Rule Representation, Interchange, and Reasoning in Distributed, Heterogeneous Environments. 1489-1491
  
• Antonis Bikakis, Grigoris Antoniou:
  Defeasible Contextual Reasoning with Arguments in Ambient Intelligence. 1492-1506
  
• Piero A. Bonatti, Juri Luca De Coi, Daniel Olmedilla, Luigi Sauro:
  A Rule-Based Trust Negotiation System. 1507-1520
  
• Peter Van Weert:
  Efficient Lazy Evaluation of Rule-Based Programs. 1521-1534
  
• Davide Sottara, Paola Mello, Mark Proctor:
  A Configurable Rete-OO Engine for Reasoning with Different Types of Imperfect Information. 1535-1548
  
• Ioannis Hatzilygeroudis, Jim Prentzas:
  Integrated Rule-Based Learning and Inference. 1549-1562
  
• Marcelo Tallis, Robert M. Balzer:
  A Deductive Spreadsheet System for End Users. 1563-1576
  
• Thomas Lukasiewicz:
  A Novel Combination of Answer Set Programming with Description Logics for the Semantic Web. 1577-1592
  
• Harold Boley, Michael Kifer:
  A Guide to the Basic Logic Dialect for Rule Interchange on the Web. 1593-1608
  
• Willis Lang, Michael D. Morse, Jignesh M. Patel:
  Dictionary-Based Compression for Long Time-Series Similarity. 1609-1622
  
• David Rebollo-Monedero, Jordi Forné, Josep Domingo-Ferrer:
  From t-Closeness-Like Privacy to Postrandomization via Information Theory. 1623-1636
  
• Elias Iosif, Alexandros Potamianos:
  Unsupervised Semantic Similarity Computation between Terms Using Web Documents. 1637-1647
  

Volume 22, Number 12, December 2010

• Gianluigi Greco, Antonella Guzzo, Luigi Pontieri:
  Coclustering Multiple Heterogeneous Domains: Linear Combinations and Agreements. 1649-1663
  
• Fuzhen Zhuang, Ping Luo, Hui Xiong, Yuhong Xiong, Qing He, Zhongzhi Shi:
  Cross-Domain Learning from Multiple Sources: A Consensus Regularization Perspective. 1664-1678
  
• Charalampos Konstantopoulos, Aristides Mpitziopoulos, Damianos Gavalas, Grammati E. Pantziou:
  Effective Determination of Mobile Agent Itineraries for Data Aggregation on Sensor Networks. 1679-1693
  
• Akrivi Vlachou, Christos Doulkeridis, Yannis Kotidis, Michalis Vazirgiannis:
  Efficient Routing of Subspace Skyline Queries over Highly Distributed Data. 1694-1708
  
• Osman Abul, Francesco Bonchi, Fosca Giannotti:
  Hiding Sequential and Spatiotemporal Patterns. 1709-1723
  
• Thiago Quirino, Miroslav Kubat, Nicholas J. Bryan:
  Instinct-Based Mating in Genetic Algorithms Applied to the Tuning of 1-NN Classifiers. 1724-1737
  
• Huanhuan Chen, Xin Yao:
  Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning. 1738-1751
  
• Carlos Ordonez:
  Statistical Model Computation with UDFs. 1752-1765
  
• Qinyuan Feng, Yan Lindsay Sun, Ling Liu, Yafei Yang, Yafei Dai:
  Voting Systems with Trust Mechanisms in Cyberspace: Vulnerabilities and Defenses. 1766-1780
  
• Kamal Taha, Ramez Elmasri:
  XCDSearch: An XML Context-Driven Search Engine. 1781-1796
  
• S. Selvan, R. V. Nataraj:
  Efficient Mining of Large Maximal Bicliques from 3D Symmetric Adjacency Matrix. 1797-1802
  
• Vagelis Hristidis, Yannis Papakonstantinou, Ramakrishna Varadarajan:
  Using Proximity Search to Estimate Authority Flow. 1803-1808
  

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