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Edward Y. Chang

Papers on DiSC'06


EXTENT: Fusing Context, Content, and Semantic Ontology for Photo Annotation

Using Pivots to Index for Support Vector Machine Queries

KBA: kernel boundary alignment considering imbalanced data distribution

Using one-class and two-class SVMs for multiclass image annotation

Publications


Note: Links lead to the DBLP on the Web.

Edward Y. Chang

Navneet Panda , Edward Y. Chang: KDX: An Indexer for Support Vector Machines. IEEE Trans. Knowl. Data Eng. 18 (6): 748-763 (2006)

Gang Wu , Edward Y. Chang, Zhihua Zhang : Learning with non-metric proximity matrices. ACM Multimedia 2005 : 411-414

Gang Wu , Edward Y. Chang, Navneet Panda : Formulating context-dependent similarity functions. ACM Multimedia 2005 : 725-734

Yi Wu , Edward Y. Chang, Belle L. Tseng : Multimodal metadata fusion using causal strength. ACM Multimedia 2005 : 872-881

Gang Wu , Edward Y. Chang, Navneet Panda : Formulating distance functions via the kernel trick. KDD 2005 : 703-709

Navneet Panda , Edward Y. Chang: Exploiting Geometry for Support Vector Machine Indexing. SDM 2005

Gang Wu , Zhihua Zhang , Edward Y. Chang: Kronecker Factorization for Speeding up Kernel Machines. SDM 2005

Zoran Dimitrijevic , Raju Rangaswami , Edward Y. Chang: Systems Support for Preemptive Disk Scheduling. IEEE Trans. Computers 54 (10): 1314-1326 (2005)

King-Shy Goh , Edward Y. Chang, Beitao Li : Using One-Class and Two-Class SVMs for Multiclass Image Annotation. IEEE Trans. Knowl. Data Eng. 17 (10): 1333-1346 (2005)

Gang Wu , Edward Y. Chang: KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution. IEEE Trans. Knowl. Data Eng. 17 (6): 786-795 (2005)

Arun Qamra , Yan Meng , Edward Y. Chang: Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 27 (3): 379-391 (2005)

Kingshy Goh , Beitao Li , Edward Y. Chang: Semantics and feature discovery via confidence-based ensemble. TOMCCAP 1 (2): 168-189 (2005)

King-Shy Goh , Edward Y. Chang, Wei-Cheng Lai : Multimodal concept-dependent active learning for image retrieval. ACM Multimedia 2004 : 564-571

Yi Wu , Edward Y. Chang, Kevin Chen-Chuan Chang , John R. Smith : Optimal multimodal fusion for multimedia data analysis. ACM Multimedia 2004 : 572-579

Yi Wu , Edward Y. Chang: Distance-function design and fusion for sequence data. CIKM 2004 : 324-333

Wei-Cheng Lai , Kingshy Goh , Edward Y. Chang: On Scalability of Active Learning for Formulating Query Concepts. CVDB 2004 : 11-18

Gang Wu , Edward Y. Chang: Aligning Boundary in Kernel Space for Learning Imbalanced Dataset. ICDM 2004 : 265-272

Yi Wu , Ching-Yung Lin , Edward Y. Chang, John R. Smith : Multimodal information fusion for video concept detection. ICIP 2004 : 2391-2394

Edward Y. Chang, Yuan-Fang Wang , I-Jeng Wang : Toward building a robust and intelligent video surveillance system: a case study. ICME 2004 : 1391-1394

Edward Y. Chang, Wei-Cheng Lai : Active learning and its scalability for image retrieval. ICME 2004 : 73-76

Ankur Jain , Edward Y. Chang, Yuan-Fang Wang : Adaptive Stream Resource Management Using Kalman Filters. SIGMOD Conference 2004 : 11-22

Edward Y. Chang, Yuan-Fang Wang : Introduction to the special issue on video surveillance. Multimedia Syst. 10 (2): 116-117 (2004)

Long Jiao , Yi-Leh Wu , Gang Wu , Edward Y. Chang, Yuan-Fang Wang : Anatomy of a multicamera video surveillance system. Multimedia Syst. 10 (2): 144-163 (2004)

Gang Wu , Yi-Leh Wu , Long Jiao , Yuan-Fang Wang , Edward Y. Chang: Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance. ACM Multimedia 2003 : 528-538

Yi-Leh Wu , Long Jiao , Gang Wu , Edward Y. Chang, Yuan-Fang Wang : Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance. AVSS 2003 : 284-289

Yan Meng , Edward Y. Chang, Beitao Li : Enhancing DPF for Near-replica Image Recognition. CVPR (2) 2003 : 416-423

Zoran Dimitrijevic , Raju Rangaswami , Edward Y. Chang: Design and Implementation of Semi-preemptible IO. FAST 2003

Raju Rangaswami , Zoran Dimitrijevic , Edward Y. Chang, Klaus E. Schauser : MEMS-based Disk Buffer for Streaming Media Servers. ICDE 2003 : 619-

Edward Y. Chang, Beitao Li , Gang Wu , Kingshy Goh : Statistical learning for effective visual information retrieval. ICIP (3) 2003 : 609-612

Gang Wu , Edward Y. Chang: Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning. ICML 2003 : 816-823

Yi-Leh Wu , King-Shy Goh , Beitao Li , Huaxin You , Edward Y. Chang: The anatomy of a multimodal information filter. KDD 2003 : 462-471

Edward Y. Chang, Beitao Li : MEGA - the maximizing expected generalization algorithm for learning complex query concepts. ACM Trans. Inf. Syst. 21 (4): 347-382 (2003)

Edward Y. Chang, Kingshy Goh , Gerard Sychay , Gang Wu : CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines. IEEE Trans. Circuits Syst. Video Techn. 13 (1): 26-38 (2003)

Beitao Li , Edward Y. Chang, Yi-Leh Wu : Discovery of a perceptual distance function for measuring image similarity. Multimedia Syst. 8 (6): 512-522 (2003)

Zoran Dimitrijevic , Raju Rangaswami , Edward Y. Chang: Virtual IO: preemptible disk access. ACM Multimedia 2002 : 231-234

Wei-Cheng Lai , Chengwei Chang , Edward Y. Chang, Kwang-Ting Cheng , Michael Crandell : PBIR-MM: multimodal image retrieval and annotation. ACM Multimedia 2002 : 421-422

King-Shy Goh , Beitao Li , Edward Y. Chang: DynDex: a dynamic and non-metric space indexer. ACM Multimedia 2002 : 466-475

Wei-Cheng Lai , Gerard Sychay , Edward Y. Chang: An Architecture of a Web-Based Collaborative Image Search Engine. CoopIS/DOA/ODBASE 2002 : 391-409

Yi-Leh Wu , Edward Y. Chang, Kwang-Ting Cheng , Chengwei Chang , Chen-Cha Hsu , Wei-Cheng Lai , Ching-Tung Wu : MORF: A Distributed Multimodal Information Filtering System. IEEE Pacific Rim Conference on Multimedia 2002 : 279-286

Wei-Cheng Lai , Edward Y. Chang, Kwang-Ting Cheng : Hybrid Learning Schemes for Multimedia Information Retrieval. IEEE Pacific Rim Conference on Multimedia 2002 : 556-563

Kingshy Goh , Edward Y. Chang: Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces. VDB 2002 : 127-140

Chen Li , Edward Y. Chang, Hector Garcia-Molina , Gio Wiederhold : Clustering for Approximate Similarity Search in High-Dimensional Spaces. IEEE Trans. Knowl. Data Eng. 14 (4): 792-808 (2002)

Simon Tong , Edward Y. Chang: Support vector machine active learning for image retrieval. ACM Multimedia 2001 : 107-118

Edward Y. Chang, Kwang-Ting Cheng , Wei-Cheng Lai , Ching-Tung Wu , Chengwei Chang , Yi-Leh Wu : PBIR: perception-based image retrieval-a system that can quickly capture subjective image query concepts. ACM Multimedia 2001 : 611-614

Kingshy Goh , Edward Y. Chang, Kwang-Ting Cheng : SVM Binary Classifier Ensembles for Image Classification. CIKM 2001 : 395-402

Huaxin You , Hong Hua , Narendra Ahuja , Edward Y. Chang: Spin Discriminant Analysis (SDA) - Using a One-Dimensional Classifier for High Dimensional Classification Problems. CVPR (1) 2001 : 968-975

Beitao Li , Wei-Cheng Lai , Edward Y. Chang, Kwang-Ting Cheng : Mining Image Features for Efficient Query Processing. ICDM 2001 : 353-360

Chen Li , Edward Y. Chang: On Answering Queries in the Presence of Limited Access Patterns. ICDT 2001 : 219-233

Raju Rangaswami , Edward Y. Chang, Chen Li , Milton Chen : Data Placement for Multi-user Interactive DTV. ICME 2001

Beitao Li , Edward Y. Chang, Chung-Sheng Li : Learning Image Query Concepts via Intelligent Sampling. ICME 2001

Huaxin You , Edward Y. Chang, Beitao Li : NNEW: Nearest Neighbor Expansion By Weighting In Image Database Retrieval. ICME 2001

Edward Y. Chang, Tim Cheng , Lihyuarn L. Chang : PBIR - Perception-Based Image Retrieval. SIGMOD Conference 2001 : 613

Chen Li , Edward Y. Chang: Answering queries with useful bindings. ACM Trans. Database Syst. 26 (3): 313-343 (2001)

Chen Li , Edward Y. Chang: Query Planning with Limited Source Capabilities. ICDE 2000 : 401-412

Edward Y. Chang: Maximizing QoS for interactive DTV clients. Computer Communications 23 (3): 205-218 (2000)

Edward Y. Chang: DTV: a client-based interactive DTV architecture. ACM Multimedia (2) 1999 : 111-114

Edward Y. Chang, Hector Garcia-Molina : MEDIC: A Memory & Disk Cache for Multimedia Clients. ICMCS, Vol. 1 1999 : 493-499

Wen-Syan Li , Quoc Vu , Edward Y. Chang, Divyakant Agrawal , Kyoji Hirata , Sougata Mukherjea , Yi-Leh Wu , Corey Bufi , Kevin Chen-Chuan Chang , Yoshinori Hara , Reiko Ito , Yutaka Kimura , Kazuyuki Shimazu , Yukiyoshi Saito : PowerBookmarks: A System for Personalizable Web Information Organization, Sharing, and Management. SIGMOD Conference 1999 : 565-567

Edward Y. Chang, Hector Garcia-Molina , Chen Li : 2D BubbleUp: Managing Parallel Disks for Media Servers. FODO 1998 : 221-230

Edward Y. Chang: An Image Coding and Reconstruction Scheme for Mobile Computing. IDMS 1998 : 137-148

Edward Y. Chang, Hector Garcia-Molina : Cost-Based Media Server Design. RIDE 1998 : 76-83

Edward Y. Chang, Hector Garcia-Molina : BubbleUp: Low Latency Fast-Scan for Media Servers. ACM Multimedia 1997 : 87-98

Edward Y. Chang, Hector Garcia-Molina : Effective Memory Use in a Media Server. VLDB 1997 : 496-505

Edward Y. Chang, Hector Garcia-Molina : Reducing Initial Latency in Media Servers. IEEE MultiMedia 4 (3): 50-61 (1997)

Nikolaj Bjørner , Anca Browne , Edward Y. Chang, Michael Colón , Arjun Kapur , Zohar Manna , Henny Sipma , Tomás E. Uribe : STeP: Deductive-Algorithmic Verification of Reactive and Real-Time Systems. CAV 1996 : 415-418

Edward Y. Chang, Hector Garcia-Molina : Reducing Initial Latency in a Multimedia Storage System. IW-MMDBMS 1996 : 2-11

Edward Y. Chang, Avideh Zakhor : Cost Analyses for VBR Video Servers. IEEE MultiMedia 3 (4): 56-71 (1996)

Zohar Manna , Nikolaj Bjørner , Anca Browne , Edward Y. Chang, Michael Colón , Luca de Alfaro , Harish Devarajan , Arjun Kapur , Jaejin Lee , Henny Sipma , Tomás E. Uribe : STeP: The Stanford Temporal Prover. TAPSOFT 1995 : 793-794

Edward Y. Chang, Zohar Manna , Amir Pnueli : Compositional Verification of Real-Time Systems LICS 1994 : 458-465

Edward Y. Chang, Avideh Zakhor : Scalable Video Data Placement on Parallel Disk Arrays. Storage and Retrieval for Image and Video Databases (SPIE) 1994 : 208-221

Edward Y. Chang, Zohar Manna , Amir Pnueli : Characterization of Temporal Property Classes. ICALP 1992 : 474-486

Edward C. Cheng , Edward Y. Chang, Johannes Klein , Dora Lee , Edward Lu , Alberto Lutgardo , Ron Obermarck : An Open and Extensible Event-Based Transaction Manager. USENIX Summer 1991 : 49-58

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