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Aidong Zhang

Papers on DiSC'06


Mining cross-graph quasi-cliques in gene expression and protein interaction data

Towards exploring interactive relationship between clusters and outliers in multi-dimensional data analysis

On Mining Cross-Graph Quasi-Cliques

A shrinking-based clustering approach for multidimensional data

An interactive approach to mining gene expression data

SynchRuler: a rule-based flexible synchronization model with model checking

Publications


Note: Links lead to the DBLP on the Web.

Aidong Zhang

Xian Xu , Aidong Zhang: Boost Feature Subset Selection: A New Gene Selection Algorithm for Microarray Dataset. International Conference on Computational Science (2) 2006 : 670-677

Pengjun Pei , Aidong Zhang: Towards Detecting Protein Complexes from Protein Interaction Data. International Conference on Computational Science (2) 2006 : 734-741

Wei Wang , Aidong Zhang: Extracting semantic concepts from images: a decisive feature pattern mining approach. Multimedia Syst. 11 (4): 352-366 (2006)

Pengjun Pei , Aidong Zhang: A Two-Step Approach for Clustering Proteins Based on Protein Interaction Profile. BIBE 2005 : 201-209

Xian Xu , Aidong Zhang: Selecting Informative Genes from Microarray Dataset by Incorporating Gene Ontology. BIBE 2005 : 241-245

Pengjun Pei , Aidong Zhang: A Topological Measurement for Weighted Protein Interaction Network. CSB 2005 : 268-278

Daxin Jiang , Jian Pei , Aidong Zhang: A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data. DASFAA 2005 : 188-200

Ron Li , Keith W. Bedford , C. K. Shum , Xutong Niu , Feng Zhou , Vasilia Velissariou , J. Raul Ramirez , Aidong Zhang: Digitalization of coastal management and decision making supported by multi-dimensional geospatial information and analysis. DG.O 2005 : 219-220

Ron Li , Keith W. Bedford , C. K. Shum , Xutong Niu , Feng Zhou , Vasilia Velissariou , J. Raul Ramirez , Aidong Zhang: Integration of multidimensional geospatial information for coastal management and decision-making. DG.O 2005 : 231

Jian Pei , Daxin Jiang , Aidong Zhang: Mining Cross-Graph Quasi-Cliques in Gene Expression and Protein Interaction Data. ICDE 2005 : 353-354

Yong Shi , Aidong Zhang: Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis. ICDE 2005 : 518-519

Xian Xu , Aidong Zhang: Virtual Gene: A Gene Selection Algorithm for Sample Classification on Microarray Datasets. International Conference on Computational Science (2) 2005 : 1038-1045

Jian Pei , Daxin Jiang , Aidong Zhang: On mining cross-graph quasi-cliques. KDD 2005 : 228-238

Daxin Jiang , Jian Pei , Aidong Zhang: An Interactive Approach to Mining Gene Expression Data. IEEE Trans. Knowl. Data Eng. 17 (10): 1363-1378 (2005)

Yong Shi , Yuqing Song , Aidong Zhang: A Shrinking-Based Clustering Approach for Multidimensional Data. IEEE Trans. Knowl. Data Eng. 17 (10): 1389-1403 (2005)

Ramazan Savas Aygün , Aidong Zhang: SynchRuler: A Rule-Based Flexible Synchronization Model with Model Checking. IEEE Trans. Knowl. Data Eng. 17 (12): 1706-1720 (2005)

Chun Tang , Aidong Zhang: Interrelated Two-Way Clustering and its Application on Gene Expression Data. International Journal on Artificial Intelligence Tools 14 (4): 577-598 (2005)

Xian Xu , Aidong Zhang: Virtual Gene: Using Correlations Between Genes to Select Informative Genes on Microarray Datasets. T. Comp. Sys. Biology 2 : 138-152 (2005)

Yimin Wu , Aidong Zhang: Feature Selection for Classifying High-Dimensional Numerical Data. CVPR (2) 2004 : 251-258

Rongxing (Ron) Li , Keith W. Bedford , C. K. Shum , J. Raul Ramirez , Aidong Zhang: Digitalization of Coastal Management and Decision Making Supported by Multi-Dimensional Geospatial Information and Analysis. DG.O 2004

Xutong Niu , Xian Xu , Chung-yen Kuo , Alok Srivastava , Chung-yen Kuo , Vasilia Velissariou , Ron Li , Keith W. Bedford , C. K. Shum , J. Raul Ramirez , Aidong Zhang: Spatial Technologies for Coastal Management. DG.O 2004

Aidong Zhang, Wei Wang , David M. Mark : Very Large Scale Multidimensional Data Management and Retrieval for USGS and NIMA Imagery. DG.O 2004

Daoying Ma , Aidong Zhang: An Adaptive Density-Based Clustering Algorithm for Spatial Database with Noise. ICDM 2004 : 467-470

Ramazan Savas Aygün , Aidong Zhang: Integrating virtual camera controls into digital video. ICME 2004 : 1503-1506

Yimin Wu , Aidong Zhang: PatternQuest: learning patterns of interest using relevance feedback in multimedia information retrieval. ICME 2004 : 261-264

Ramazan Savas Aygün , Aidong Zhang: Sprite pyramid for videos and images having finite-depth scenes. ICME 2004 : 795-798

Daxin Jiang , Jian Pei , Murali Ramanathan , Chun Tang , Aidong Zhang: Mining coherent gene clusters from gene-sample-time microarray data. KDD 2004 : 430-439

Yong Shi , Aidong Zhang: A Shrinking-Based Dimension Reduction Approach for Multi-Dimensional Data Analysis. SSDBM 2004 : 427-428

Daxin Jiang , Jian Pei , Aidong Zhang: GPX: Interactive Mining of Gene Expression Data. VLDB 2004 : 1249-1252

Li Zhang , Aidong Zhang, Murali Ramanathan : VizStruct: exploratory visualization for gene expression profiling. Bioinformatics 20 (1): 85-92 (2004)

Chun Tang , Aidong Zhang, Murali Ramanathan : ESPD: a pattern detection model underlying gene expression profiles. Bioinformatics 20 (6): 829-838 (2004)

Daxin Jiang , Chun Tang , Aidong Zhang: Cluster Analysis for Gene Expression Data: A Survey. IEEE Trans. Knowl. Data Eng. 16 (11): 1370-1386 (2004)

Yimin Wu , Aidong Zhang: Interactive pattern analysis for relevance feedback in multimedia information retrieval. Multimedia Syst. 10 (1): 41-55 (2004)

Daxin Jiang , Jian Pei , Aidong Zhang: DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat. BIBE 2003 : 393-400

Li Zhang , Aidong Zhang, Murali Ramanathan : Enhanced visualization of time series through higher fourier harmonics. BIOKDD 2003 : 49-56

Chun Tang , Aidong Zhang: Mining multiple phenotype structures underlying gene expression profiles. CIKM 2003 : 418-425

Li Zhang , Aidong Zhang, Murali Ramanathan : Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data. CSB 2003 : 137-147

Yimin Wu , Aidong Zhang: Adaptive Pattern Discovery for Interactive Multimedia Retrieval. CVPR (2) 2003 : 649-655

Ruijin Ma , Tarig Ali , Xutong Niu , Vasilia Velissariou , Kai-chien (Kevin) Cheng , Chung-yen Kuo , Xian Xu , Ahmed Elaksher , Ron Li , Keith W. Bedford , C. K. Shum , J. Raul Ramirez , Aidong Zhang: A Spatio-Temporal Decision Making System for Coastal Change Monitoring and Coastal Management. DG.O 2003

Ron Li , Keith W. Bedford , C. K. Shum , J. Raul Ramirez , Aidong Zhang: Integration of Multi-Source Spatial Information for Coastal Management and Decision Making. DG.O 2003

Wei Wang , Yimin Wu , Aidong Zhang: SemView: A Semantic-sensitive Distributed Image Retrieval System. DG.O 2003

Daxin Jiang , Jian Pei , Aidong Zhang: Interactive exploration of coherent patterns in time-series gene expression data. KDD 2003 : 565-570

Chun Tang , Aidong Zhang, Jian Pei : Mining phenotypes and informative genes from gene expression data. KDD 2003 : 655-660

Yong Shi , Yuqing Song , Aidong Zhang: A Shrinking-Based Approach for Multi-Dimensional Data Analysis. VLDB 2003 : 440-451

Chun Tang , Li Zhang , Aidong Zhang, Murali Ramanathan : Interrelated Clustering: An Approach for Gene Expression Data Analysis. Computational Biology and Genome Informatics 2003 : 183-206

Aidong Zhang: Introduction to the Special Issue on Bioinformatics. Distributed and Parallel Databases 13 (1): 5-6 (2003)

Li Zhang , Chun Tang , Yuqing Song , Aidong Zhang, Murali Ramanathan : VizCluster and its Application on Classifying Gene Expression Data. Distributed and Parallel Databases 13 (1): 73-97 (2003)

Dantong Yu , Aidong Zhang: ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions. IEEE Trans. Knowl. Data Eng. 15 (5): 1316-1337 (2003)

Aidong Zhang, HongJiang Zhang : Introduction to the Special Issue on Content-Based Image Retrieval (CBIR) Guest Editors. Multimedia Syst. 8 (6): 493-494 (2003)

Yuqing Song , Aidong Zhang: Analyzing scenery images by monotonic tree. Multimedia Syst. 8 (6): 495-511 (2003)

Daxin Jiang , Jian Pei , Aidong Zhang: Towards interactive exploration of gene expression patterns. SIGKDD Explorations 5 (2): 79-90 (2003)

Yuqing Song , Wei Wang , Aidong Zhang: Automatic Annotation and Retrieval of Images. World Wide Web 6 (2): 209-231 (2003)

Li Zhang , Aidong Zhang, Murali Ramanathan : Visualized Classification of Multiple Sample Types. BIOKDD 2002 : 55-62

Chun Tang , Aidong Zhang: An iterative strategy for pattern discovery in high-dimensional data sets. CIKM 2002 : 10-17

Wei Wang , Yuqing Song , Aidong Zhang: Semantics-Based Image Retrieval by Region Saliency. CIVR 2002 : 29-37

Yuqing Song , Aidong Zhang: Monotonic Tree. DGCI 2002 : 114-123

Chun Tang , Li Zhang , Aidong Zhang: Interactive Visualization and Analysis for Gene Expression Data. HICSS 2002 : 143

Ramazan Savas Aygün , Aidong Zhang: Global motion estimation from semi-dynamic video using motion sensors. ICIP (2) 2002 : 273-276

Yimin Wu , Aidong Zhang: A feature re-weighting approach for relevance feedback in image retrieval. ICIP (2) 2002 : 581-584

Yuquing Song , Aidong Zhang: Locating Image Background By Monotonic Tree. JCIS 2002 : 879-884

Yimin Wu , Aidong Zhang: Interactive Patterns Analysis for Searching Multimedia Databases. Multimedia Information Systems 2002 : 124-133

Li Zhang , Chun Tang , Yong Shi , Yuqing Song , Aidong Zhang, Murali Ramanathan : VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data. SDM 2002

Ramazan Savas Aygün , Aidong Zhang: Modeling and Verification of Interactive Flexible Multimedia Presentations Using PROMELA/SPIN. SPIN 2002 : 205-212

Yuqing Song , Wei Wang , Aidong Zhang: Automatic Annotation and Retrieval of Images. VDB 2002 : 267-280

Lei Zhu , Aibing Rao , Aidong Zhang: Theory of keyblock-based image retrieval. ACM Trans. Inf. Syst. 20 (2): 224-257 (2002)

Aidong Zhang, Yuqing Song , Markus Mielke : NetMedia: Streaming Multimedia Presentations in Distributed Environments. IEEE MultiMedia 9 (1): 56-73 (2002)

Gholamhosein Sheikholeslami , Wendy Chang , Aidong Zhang: SemQuery: Semantic Clustering and Querying on Heterogeneous Features for Visual Data. IEEE Trans. Knowl. Data Eng. 14 (5): 988-1002 (2002)

Lei Zhu , Aibing Rao , Aidong Zhang: Advanced feature extraction for keyblock-based image retrieval. Inf. Syst. 27 (8): 537-557 (2002)

Dantong Yu , Gholamhosein Sheikholeslami , Aidong Zhang: FindOut: Finding Outliers in Very Large Datasets. Knowl. Inf. Syst. 4 (4): 387-412 (2002)

Ramazan Savas Aygün , Aidong Zhang: Middle-tier for multimedia synchronization. ACM Multimedia 2001 : 471-474

Chun Tang , Li Zhang , Aidong Zhang, Murali Ramanathan : Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis. BIBE 2001 : 41-48

Ramazan Savas Aygün , Aidong Zhang: Stationary Background Generation In Mpeg Compressed Video Sequences. ICME 2001

Lei Zhu , Chun Tang , Aibing Rao , Aidong Zhang: Using Thesaurus To Model Keyblock-Based Image Retrieva. ICME 2001

Lei Zhu , Chun Tang , Aidong Zhang: Using Keyblock Statistics to Model Image Retrieval. IEEE Pacific Rim Conference on Multimedia 2001 : 522-529

Ramazan Savas Aygün , Aidong Zhang: Interactive Multimedia Presentation Management in Distributed Multimedia Systems. ITCC 2001 : 275-279

Aidong Zhang, Marian H. Nodine , Bharat K. Bhargava : Global Scheduling for Flexible Transactions in Heterogeneous Distributed Database Systems. IEEE Trans. Knowl. Data Eng. 13 (3): 439-450 (2001)

Lei Zhu , Aidong Zhang, Aibing Rao , Rohini K. Srihari : Keyblock: an approach for content-based image retrieval. ACM Multimedia 2000 : 157-166

Lei Zhu , Aibing Rao , Aidong Zhang: Advanced feature extraction for Keyblock-based image retrieval. ACM Multimedia Workshops 2000 : 179-183

Dantong Yu , Aidong Zhang: ACQ: An Automatic Clustering and Querying Approach for Large Image Databases. ICDE 2000 : 191

Lei Zhu , Aidong Zhang: Supporting Multi-Example Image Queries in Image Databases. IEEE International Conference on Multimedia and Expo (II) 2000 : 697-700

Dantong Yu , Aidong Zhang: ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases. IEEE International Conference on Multimedia and Expo (III) 2000 : 1713-1716

Frédéric Andrès , Noureddine Mouaddib , Kinji Ono , Aidong Zhang: Metadata Model, Resource Discovery, and Querying on Large Scale Multidimensional Datasets: The GEREQ Project. Kyoto International Conference on Digital Libraries 2000 : 83-90

Aidong Zhang, Sreenivas Gollapudi : QoS Management in Educational Digital Library Environments. Multimedia Tools Appl. 10 (2/3): 133-156 (2000)

Aidong Zhang, Abraham Silberschatz , Sharad Mehrotra : Guest Editorial: Continuous Media Databases. Multimedia Tools Appl. 11 (1): 5-7 (2000)

Gholamhosein Sheikholeslami , Surojit Chatterjee , Aidong Zhang: WaveCluster: A Wavelet Based Clustering Approach for Spatial Data in Very Large Databases. VLDB J. 8 (3-4): 289-304 (2000)

Dantong Yu , Aidong Zhang: ACQ: an automatic clustering and querying approach for large image databases. ACM Multimedia (2) 1999 : 95-98

Markus Mielke , Aidong Zhang: Optimally Ensured Interactive Service in Distributed Multimedia Presentation Systems. ICMCS, Vol. 1 1999 : 661-666

Yuqing Song , Markus Mielke , Aidong Zhang: NetMedia: Synchronized Streaming of Multimedia Presentations in Distributed Environments. ICMCS, Vol. 2 1999 : 585-590

Dantong Yu , Surojit Chatterjee , Aidong Zhang: Efficiently Detecting Arbitrary Shaped Clusters in Image Databases. ICTAI 1999 : 187-

Markus Mielke , Yuqing Song , Ramazan Savas Aygün , Aidong Zhang: NetMedia: Giving Control to Distributed Multimedia Presentation Systems. SSDBM 1999 : 276

Dantong Yu , Lei Zhu , Aidong Zhang, Ling Bian : GiView: A Multi-Resolution Geographical Data Retrieval System. SSDBM 1999 : 277

Gholamhosein Sheikholeslami , Aidong Zhang, Ling Bian : A Multi-Resolution Content-Based Retrieval Approach for Geographic Images. GeoInformatica 3 (2): 109-139 (1999)

Thomas V. Johnson , Aidong Zhang: Dynamic Playout Scheduling Algorithms for Continuous Multimedia Streams. Multimedia Syst. 7 (4): 312-325 (1999)

Gholamhosein Sheikholeslami , Wendy Chang , Aidong Zhang: Semantic Clustering and Querying on Heterogeneous Features for Visual Data. ACM Multimedia 1998 : 3-12

Markus Mielke , Aidong Zhang: A Multi-level Buffering and Feedback Scheme for Distributed Multimedia Presentation Systems. ICCCN 1998 : 219-226

Wendy Chang , Deepak Murthy , Aidong Zhang, Tanveer Fathima Syeda-Mahmood : Global Integration of Visual Databases. ICDE 1998 : 542-549

Gholamhosein Sheikholeslami , Surojit Chatterjee , Aidong Zhang: NeuroMerge: An Approach for Merging Heterogeneous Features in Content-based Image Retrieval Systems. IW-MMDBMS 1998 : 106-113

Gholamhosein Sheikholeslami , Surojit Chatterjee , Aidong Zhang: WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases. VLDB 1998 : 428-439

Aidong Zhang, Wendy Chang , Gholamhosein Sheikholeslami , Tanveer Fathima Syeda-Mahmood : NetView: Integrating Large-Scale Distributed Visual Databases. IEEE MultiMedia 5 (3): 47-59 (1998)

Wendy Chang , Gholamhosein Sheikholeslami , Jia Wang , Aidong Zhang: Data Resource Selection in Distributed Visual Information Systems. IEEE Trans. Knowl. Data Eng. 10 (6): 926-946 (1998)

Sreenivas Gollapudi , Aidong Zhang: Buffer Model and Management in Distributed Multimedia Presentation Systems. Multimedia Syst. 6 (3): 206-218 (1998)

Wendy Chang , Gholamhosein Sheikholeslami , Aidong Zhang, Tanveer Fathima Syeda-Mahmood : Efficient Resource Selection in Distributed Visual Information Systems. ACM Multimedia 1997 : 203-213

Gholamhosein Sheikholeslami , Aidong Zhang, Ling Bian : Geographical Image Classification and Retrieval. ACM-GIS 1997 : 58-61

Aidong Zhang, Thomas V. Johnson : A Framework for Supporting Quality-Based Multimedia Presentation in Educational Digital Libraries. ADL 1997 : 102-113

Thomas V. Johnson , Aidong Zhang: A Framework for Supporting Quality-Based Presentation of Continuous Multimedia Streams. ICMCS 1997 : 169-176

Aidong Zhang, Wendy Chang , Deepak Murthy , Tanveer Fathima Syeda-Mahmood : Meta-Database and Search Agent for Multimedia Database Access over Internet. ICMCS 1997 : 626-627

V. Balachandran , G. Bhat , S. Chakravarty , Aidong Zhang: A Network Manager on Ethernets for Distributed Multimedia Systems. LCN 1997 : 410-419

Deepak Murthy , Aidong Zhang: WebView: A Multimedia Database Resource Integration and Search System over Web. WebNet 1997

Evaggelia Pitoura , Aidong Zhang, Bharat K. Bhargava : On Relaxing Serializability by Constraining Transaction Readsets. Inf. Syst. 22 (6/7): 387-400 (1997)

Aidong Zhang, Thomas V. Johnson : Scheduling Multimedia Presentations in Educational Digital Libraries. Int. J. on Digital Libraries 1 (4): 386-400 (1997)

Edward Remias , Gholamhosein Sheikholeslami , Aidong Zhang, Tanveer Fathima Syeda-Mahmood : Supporting Content-Based Retrieval in Large Image Database Systems. Multimedia Tools Appl. 4 (2): 153-170 (1997)

Sreenivas Gollapudi , Aidong Zhang: Buffer Management in Multimedia Database Systems. ICMCS 1996 : 186-

Sreenivas Gollapudi , Aidong Zhang: NetMedia: A Client-Server Distributed Multimedia Environment. IW-MMDBMS 1996 : 160-167

Edward Remias , Gholamhosein Sheikholeslami , Aidong Zhang: Block-Oriented Image Decomposition and Retrieval in Image Database Systems. IW-MMDBMS 1996 : 85-92

Aidong Zhang, Shavinder Multani : Implementation of Video Presentation in Database Systems. Storage and Retrieval for Image and Video Databases (SPIE) 1996 : 228-238

Ahmed K. Elmagarmid , Jin Jing , Won Kim , Omran A. Bukhres , Aidong Zhang: Global Committability in Multidatabase Systems. IEEE Trans. Knowl. Data Eng. 8 (5): 816-824 (1996)

Aidong Zhang, Biao Cheng , Raj Acharya : A Fractal-Based Clustering Approach in Large Visual Database Systems. Multimedia Tools Appl. 3 (3): 225-244 (1996)

Aidong Zhang, Biao Cheng , Raj Acharya : Texture-based Image Retrieval in Image Database Systems. DEXA Workshop 1995 : 349-356

Evaggelia Pitoura , Aidong Zhang, Bharat K. Bhargava : A View-Based Approach to Relaxing Global Serializability in a Multidatabase System (Abstract). PODC 1995 : 265

Bharat K. Bhargava , Melliyal Annamalai , Shalab Goel , Shunge Li , Evaggelia Pitoura , Aidong Zhang, Yongguang Zhang : DL-Raid: An Environment for Supporting Digital Library Services. DL 1994 : 281-300

Aidong Zhang, Marian H. Nodine , Bharat K. Bhargava , Omran A. Bukhres : Ensuring Relaxed Atomicity for Flexible Transactions in Multidatabase Systems. SIGMOD Conference 1994 : 67-78

Aidong Zhang, Ahmed K. Elmagarmid : On Global Transaction Scheduling Criteria in Multidatabase Systems. PDIS 1993 : 117-124

Aidong Zhang, Jin Jing : On Structural Features of Global Transactions in Multidatabase Systems. RIDE-IMS 1993 : 199-206

Jiaoying Shi , Aidong Zhang, José L. Encarnação , Martin Göbel : A modified radiosity algorithm for integrated visual and auditory rendering. Computers & Graphics 17 (6): 633-642 (1993)

Aidong Zhang, Ahmed K. Elmagarmid : A Theory of Global Concurrency Control in Multidatabase Systems VLDB J. 2 (3): 331-360 (1993)

Tao Wang , Aidong Zhang, Xiaoliang Xing : Automatic Visual Inspection: A Morphological Approach. ITAMS 1991 : 547-554

Aidong Zhang, V. Wiktor Marek : On the Classification and Existence of Structures in Default Logic. EPIA 1989 : 129-140

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