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 A. 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, Xiaoming Zhang, Wenbo 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

IEEE International Conference on Data Engineering

• 
  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

Regular Papers

• 
  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
•