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Edward Y. Chang

张智威

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2009
108EEWenYen Chen, Jon-Chyuan Chu, Junyi Luan, Hongjie Bai, Yi Wang, Edward Y. Chang: Collaborative filtering for orkut communities: discovery of user latent behavior. WWW 2009: 681-690
2008
107EEEdward Y. Chang: Organizing multimedia data socially. CIVR 2008: 569-570
106EEYangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang: Parallel Spectral Clustering. ECML/PKDD (2) 2008: 374-389
105EEWenYen Chen, Dong Zhang, Edward Y. Chang: Combinational collaborative filtering for personalized community recommendation. KDD 2008: 115-123
104EEJiakai Liu, Rong Hu, Meihong Wang, Yi Wang, Edward Y. Chang: Web-Scale Image Annotation. PCM 2008: 663-674
103EEHaoyuan Li, Yi Wang, Dong Zhang, Ming Zhang, Edward Y. Chang: Pfp: parallel fp-growth for query recommendation. RecSys 2008: 107-114
102EEEdward Y. Chang, Ken Ong, Susanne Boll, Wei-Ying Ma: Rich media and web 2.0. WWW 2008: 1259-1260
101EEArun Qamra, Edward Y. Chang: Scalable landmark recognition using EXTENT. Multimedia Tools Appl. 38(2): 187-208 (2008)
100EEMichael J. Cafarella, Edward Y. Chang, Andrew Fikes, Alon Y. Halevy, Wilson C. Hsieh, Alberto Lerner, Jayant Madhavan, S. Muthukrishnan: Data management projects at Google. SIGMOD Record 37(1): 34-38 (2008)
2007
99EEAnkur Jain, Edward Y. Chang, Yuan-Fang Wang: Bayesian Reasoning for Sensor Group-Queries and Diagnosis. DASFAA 2007: 522-538
98EEKaihua Zhu, Hang Cui, Hongjie Bai, Jian Li, Zhihuan Qiu, Hao Wang, Hui Xu, Edward Y. Chang: Parallel Approximate Matrix Factorization for Kernel Methods. ICME 2007: 1275-1278
97EEArun Qamra, Edward Y. Chang: Scalable Indexing for Perceptual Data. MCAM 2007: 24-32
96EEEdward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, Hang Cui: Parallelizing Support Vector Machines on Distributed Computers. NIPS 2007
95EEArun Qamra, Edward Y. Chang: RCMap: Efficiently Creating High-Quality Euclidean Embeddings. SDM 2007
94EEZhihua Zhang, Gang Wu, Edward Y. Chang: Semiparametric Regression Using Student t Processes. IEEE Transactions on Neural Networks 18(6): 1572-1588 (2007)
93EERaju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, Klaus E. Schauser: Building MEMS-based storage systems for streaming media. TOS 3(2): (2007)
2006
92EENavneet Panda, Edward Y. Chang: Efficient top-k hyperplane query processing for multimedia information retrieval. ACM Multimedia 2006: 317-326
91EEBenjamin N. Lee, WenYen Chen, Edward Y. Chang: Fotofiti: web service for photo management. ACM Multimedia 2006: 485-486
90EEBenjamin N. Lee, WenYen Chen, Edward Y. Chang: A scalable service for photo annotation, sharing, and search. ACM Multimedia 2006: 699-702
89EEWenYen Chen, Benjamin N. Lee, Edward Y. Chang: Fotowiki: distributed map enhancement service. ACM Multimedia 2006: 803-804
88EEAnkur Jain, Zhihua Zhang, Edward Y. Chang: Adaptive non-linear clustering in data streams. CIKM 2006: 122-131
87EEArun Qamra, Belle L. Tseng, Edward Y. Chang: Mining blog stories using community-based and temporal clustering. CIKM 2006: 58-67
86EEGang Wu, Amir Rahimi, Edward Y. Chang, Kingshy Goh, Tomy Tsai, Ankur Jain, Yuan-Fang Wang: Identifying Color in Motion in Video Sensors. CVPR (1) 2006: 561-569
85EENavneet Panda, Edward Y. Chang, Arun Qamra: Hypersphere Indexer. DEXA 2006: 644-654
84EENavneet Panda, Edward Y. Chang, Gang Wu: Concept boundary detection for speeding up SVMs. ICML 2006: 681-688
83EESteven C. H. Hoi, Michael R. Lyu, Edward Y. Chang: Learning the unified kernel machines for classification. KDD 2006: 187-196
82EEGang Wu, Edward Y. Chang, Yen-Kuang Chen, Christoper Hughes: Incremental approximate matrix factorization for speeding up support vector machines. KDD 2006: 760-766
81EEEdward Y. Chang: Unified and scalable learning in multimedia information retrieval. Multimedia Information Retrieval 2006: 3-4
80EENavneet Panda, Edward Y. Chang: KDX: An Indexer for Support Vector Machines. IEEE Trans. Knowl. Data Eng. 18(6): 748-763 (2006)
79EENavneet Panda, Kingshy Goh, Edward Y. Chang: Active learning in very large databases. Multimedia Tools Appl. 31(3): 249-267 (2006)
2005
78EEGang Wu, Edward Y. Chang, Zhihua Zhang: Learning with non-metric proximity matrices. ACM Multimedia 2005: 411-414
77EEGang Wu, Edward Y. Chang, Navneet Panda: Formulating context-dependent similarity functions. ACM Multimedia 2005: 725-734
76EEYi Wu, Edward Y. Chang, Belle L. Tseng: Multimodal metadata fusion using causal strength. ACM Multimedia 2005: 872-881
75EEEdward Y. Chang: EXTENT: fusing context, content, and semantic ontology for photo annotation. CVDB 2005: 5-11
74EEArun Qamra, Edward Y. Chang: Using pivots to index for support vector machine queries. CVDB 2005: 59-64
73EEMei-Chen Yeh, I-Hsiang Lee, Gang Wu, Yi Wu, Edward Y. Chang: Manifold learning, a promised land or work in progress? ICME 2005: 1154-1157
72EEChang-Ming Tsai, Arun Qamra, Edward Y. Chang, Yuan-Fang Wang: Extent: Inferring Image Metadata from Context and Content. ICME 2005: 1270-1273
71EEGang Wu, Edward Y. Chang, Navneet Panda: Formulating distance functions via the kernel trick. KDD 2005: 703-709
70 Navneet Panda, Edward Y. Chang: Exploiting Geometry for Support Vector Machine Indexing. SDM 2005
69 Gang Wu, Zhihua Zhang, Edward Y. Chang: Kronecker Factorization for Speeding up Kernel Machines. SDM 2005
68EEZoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang: Systems Support for Preemptive Disk Scheduling. IEEE Trans. Computers 54(10): 1314-1326 (2005)
67EEKingshy 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)
66EEGang Wu, Edward Y. Chang: KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution. IEEE Trans. Knowl. Data Eng. 17(6): 786-795 (2005)
65EEArun 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)
64EEKingshy Goh, Beitao Li, Edward Y. Chang: Semantics and feature discovery via confidence-based ensemble. TOMCCAP 1(2): 168-189 (2005)
2004
63EEKingshy Goh, Edward Y. Chang, Wei-Cheng Lai: Multimodal concept-dependent active learning for image retrieval. ACM Multimedia 2004: 564-571
62EEYi Wu, Edward Y. Chang, Kevin Chen-Chuan Chang, John R. Smith: Optimal multimodal fusion for multimedia data analysis. ACM Multimedia 2004: 572-579
61EEYi Wu, Edward Y. Chang: Distance-function design and fusion for sequence data. CIKM 2004: 324-333
60EEWei-Cheng Lai, Kingshy Goh, Edward Y. Chang: On Scalability of Active Learning for Formulating Query Concepts. CVDB 2004: 11-18
59EEAnkur Jain, Edward Y. Chang: Adaptive sampling for sensor networks. DMSN 2004: 10-16
58EEGang Wu, Edward Y. Chang: Aligning Boundary in Kernel Space for Learning Imbalanced Dataset. ICDM 2004: 265-272
57EEYi Wu, Ching-Yung Lin, Edward Y. Chang, John R. Smith: Multimodal information fusion for video concept detection. ICIP 2004: 2391-2394
56 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
55 Edward Y. Chang, Wei-Cheng Lai: Active learning and its scalability for image retrieval. ICME 2004: 73-76
54EEAnkur Jain, Edward Y. Chang, Yuan-Fang Wang: Adaptive Stream Resource Management Using Kalman Filters. SIGMOD Conference 2004: 11-22
53EEEdward Y. Chang, Yuan-Fang Wang: Introduction to the special issue on video surveillance. Multimedia Syst. 10(2): 116-117 (2004)
52EELong 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)
2003
51EEGang 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
50EEYi-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
49EEYan Meng, Edward Y. Chang, Beitao Li: Enhancing DPF for Near-replica Image Recognition. CVPR (2) 2003: 416-423
48EEZoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang: Design and Implementation of Semi-preemptible IO. FAST 2003
47EERaju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, Klaus E. Schauser: MEMS-based Disk Buffer for Streaming Media Servers. ICDE 2003: 619-
46 Edward Y. Chang, Beitao Li, Gang Wu, Kingshy Goh: Statistical learning for effective visual information retrieval. ICIP (3) 2003: 609-612
45 Gang Wu, Edward Y. Chang: Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning. ICML 2003: 816-823
44EEYi-Leh Wu, Kingshy Goh, Beitao Li, Huaxin You, Edward Y. Chang: The anatomy of a multimodal information filter. KDD 2003: 462-471
43EEEdward Y. Chang, Beitao Li: MEGA - the maximizing expected generalization algorithm for learning complex query concepts. ACM Trans. Inf. Syst. 21(4): 347-382 (2003)
42 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)
41EERaju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, S.-H. Gary Chan: Fine-grained device management in an interactive media server. IEEE Transactions on Multimedia 5(4): 558-569 (2003)
40EEBeitao Li, Edward Y. Chang, Yi-Leh Wu: Discovery of a perceptual distance function for measuring image similarity. Multimedia Syst. 8(6): 512-522 (2003)
2002
39EEZoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang: Virtual IO: preemptible disk access. ACM Multimedia 2002: 231-234
38EEWei-Cheng Lai, Chengwei Chang, Edward Y. Chang, Kwang-Ting Cheng, Michael Crandell: PBIR-MM: multimodal image retrieval and annotation. ACM Multimedia 2002: 421-422
37EEKingshy Goh, Beitao Li, Edward Y. Chang: DynDex: a dynamic and non-metric space indexer. ACM Multimedia 2002: 466-475
36EEWei-Cheng Lai, Gerard Sychay, Edward Y. Chang: An Architecture of a Web-Based Collaborative Image Search Engine. CoopIS/DOA/ODBASE 2002: 391-409
35EEYi-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
34EEWei-Cheng Lai, Edward Y. Chang, Kwang-Ting Cheng: Hybrid Learning Schemes for Multimedia Information Retrieval. IEEE Pacific Rim Conference on Multimedia 2002: 556-563
33 Kingshy Goh, Edward Y. Chang: Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces. VDB 2002: 127-140
32EEChen 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)
2001
31EESimon Tong, Edward Y. Chang: Support vector machine active learning for image retrieval. ACM Multimedia 2001: 107-118
30EEEdward 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
29 Kingshy Goh, Edward Y. Chang, Kwang-Ting Cheng: SVM Binary Classifier Ensembles for Image Classification. CIKM 2001: 395-402
28EEHuaxin 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
27EEBeitao Li, Wei-Cheng Lai, Edward Y. Chang, Kwang-Ting Cheng: Mining Image Features for Efficient Query Processing. ICDM 2001: 353-360
26EEChen Li, Edward Y. Chang: On Answering Queries in the Presence of Limited Access Patterns. ICDT 2001: 219-233
25EERaju Rangaswami, Edward Y. Chang, Chen Li, Milton Chen: Data Placement for Multi-user Interactive DTV. ICME 2001
24EEBeitao Li, Edward Y. Chang, Chung-Sheng Li: Learning Image Query Concepts via Intelligent Sampling. ICME 2001
23EEHuaxin You, Edward Y. Chang, Beitao Li: NNEW: Nearest Neighbor Expansion By Weighting In Image Database Retrieval. ICME 2001
22EEEdward Y. Chang, Tim Cheng, Lihyuarn L. Chang: PBIR - Perception-Based Image Retrieval. SIGMOD Conference 2001: 613
21EEChen Li, Edward Y. Chang: Answering queries with useful bindings. ACM Trans. Database Syst. 26(3): 313-343 (2001)
2000
20EEChen Li, Edward Y. Chang: Query Planning with Limited Source Capabilities. ICDE 2000: 401-412
19EEEdward Y. Chang: Maximizing QoS for interactive DTV clients. Computer Communications 23(3): 205-218 (2000)
1999
18EEEdward Y. Chang: DTV: a client-based interactive DTV architecture. ACM Multimedia (2) 1999: 111-114
17EEEdward Y. Chang, Hector Garcia-Molina: MEDIC: A Memory & Disk Cache for Multimedia Clients. ICMCS, Vol. 1 1999: 493-499
16EEWen-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
1998
15 Edward Y. Chang, Hector Garcia-Molina, Chen Li: 2D BubbleUp: Managing Parallel Disks for Media Servers. FODO 1998: 221-230
14EEEdward Y. Chang: An Image Coding and Reconstruction Scheme for Mobile Computing. IDMS 1998: 137-148
13 Edward Y. Chang, Hector Garcia-Molina: Cost-Based Media Server Design. RIDE 1998: 76-83
1997
12EEEdward Y. Chang, Hector Garcia-Molina: BubbleUp: Low Latency Fast-Scan for Media Servers. ACM Multimedia 1997: 87-98
11EEEdward Y. Chang, Hector Garcia-Molina: Effective Memory Use in a Media Server. VLDB 1997: 496-505
10 Edward Y. Chang, Hector Garcia-Molina: Reducing Initial Latency in Media Servers. IEEE MultiMedia 4(3): 50-61 (1997)
1996
9 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
8 Edward Y. Chang, Hector Garcia-Molina: Reducing Initial Latency in a Multimedia Storage System. IW-MMDBMS 1996: 2-11
7EEEdward Y. Chang, Avideh Zakhor: Cost Analyses for VBR Video Servers. IEEE MultiMedia 3(4): 56-71 (1996)
1995
6 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
1994
5 Edward Y. Chang, Avideh Zakhor: Admissions Control and Data Placement for VBR Video Servers. ICIP (1) 1994: 278-282
4 Edward Y. Chang, Zohar Manna, Amir Pnueli: Compositional Verification of Real-Time Systems LICS 1994: 458-465
3 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
1992
2 Edward Y. Chang, Zohar Manna, Amir Pnueli: Characterization of Temporal Property Classes. ICALP 1992: 474-486
1991
1 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

Coauthor Index

1Divyakant Agrawal [16]
2Narendra Ahuja [28]
3Luca de Alfaro [6]
4Hongjie Bai [96] [98] [106] [108]
5Nikolaj Bjørner [6] [9]
6Susanne Boll [102]
7Anca Browne (I. A. Draghicescu) [6] [9]
8Corey Bufi [16]
9Michael J. Cafarella [100]
10Shueng-Han Gary Chan (S.-H. Gary Chan) [41]
11Chengwei Chang [30] [35] [38]
12Kevin Chen-Chuan Chang [16] [62]
13Lihyuarn L. Chang [22]
14Milton Chen [25]
15WenYen Chen [89] [90] [91] [105] [106] [108]
16Yen-Kuang Chen [82]
17Edward C. Cheng [1]
18Kwang-Ting Cheng (Kwang-Ting (Tim) Cheng) [27] [29] [30] [34] [35] [38]
19Tim Cheng [22]
20Jon-Chyuan Chu [108]
21Michael Colón [6] [9]
22Michael Crandell [38]
23Hang Cui [96] [98]
24Harish Devarajan [6]
25Zoran Dimitrijevic [39] [41] [47] [48] [68] [93]
26Andrew Fikes [100]
27Hector Garcia-Molina [8] [10] [11] [12] [13] [15] [17] [32]
28Kingshy Goh [29] [33] [37] [42] [44] [46] [60] [63] [64] [67] [79] [86]
29Alon Y. Halevy (Alon Y. Levy) [100]
30Yoshinori Hara [16]
31Kyoji Hirata [16]
32Steven C. H. Hoi (Chu-Hong Hoi) [83]
33Wilson C. Hsieh [100]
34Chen-Cha Hsu [35]
35Rong Hu [104]
36Hong Hua [28]
37Christoper Hughes [82]
38Reiko Ito [16]
39Ankur Jain [54] [59] [86] [88] [99]
40Long Jiao [50] [51] [52]
41Arjun Kapur [6] [9]
42Yutaka Kimura [16]
43Johannes Klein [1]
44Wei-Cheng Lai [27] [30] [34] [35] [36] [38] [55] [60] [63]
45Benjamin N. Lee [89] [90] [91]
46Dora Lee [1]
47I-Hsiang Lee [73]
48Jaejin Lee [6]
49Alberto Lerner [100]
50Beitao Li [23] [24] [27] [37] [40] [43] [44] [46] [49] [64] [67]
51Chen Li [15] [20] [21] [25] [26] [32]
52Chung-Sheng Li [24]
53Haoyuan Li [103]
54Jian Li [96] [98]
55Wen-Syan Li [16]
56Chih-Jen Lin [106]
57Ching-Yung Lin [57]
58Jiakai Liu [104]
59Edward Lu [1]
60Junyi Luan [108]
61Alberto Lutgardo [1]
62Michael R. Lyu [83]
63Wei-Ying Ma [102]
64Jayant Madhavan [100]
65Zohar Manna [2] [4] [6] [9]
66Yan Meng [49] [65]
67Sougata Mukherjea [16]
68S. Muthukrishnan (S. Muthu Muthukrishnan) [100]
69Ron Obermarck [1]
70Ken Ong [102]
71Navneet Panda [70] [71] [77] [79] [80] [84] [85] [92]
72Amir Pnueli [2] [4]
73Arun Qamra [65] [72] [74] [85] [87] [95] [97] [101]
74Zhihuan Qiu [96] [98]
75Amir Rahimi [86]
76Raju Rangaswami [25] [39] [41] [47] [48] [68] [93]
77Yukiyoshi Saito [16]
78Klaus E. Schauser [47] [93]
79Kazuyuki Shimazu [16]
80Henny B. Sipma (Henny Sipma) [6] [9]
81John R. Smith [57] [62]
82Yangqiu Song [106]
83Gerard Sychay [36] [42]
84Simon Tong [31]
85Chang-Ming Tsai [72]
86Tomy Tsai [86]
87Belle L. Tseng [76] [87]
88Tomás E. Uribe [6] [9]
89Quoc Vu [16]
90Hao Wang [96] [98]
91I-Jeng Wang [56]
92Meihong Wang [104]
93Yi Wang [103] [104] [108]
94Yuan-Fang Wang [50] [51] [52] [53] [54] [56] [72] [86] [99]
95Gio Wiederhold [32]
96Ching-Tung Wu [30] [35]
97Gang Wu [42] [45] [46] [50] [51] [52] [58] [66] [69] [71] [73] [77] [78] [82] [84] [86] [94]
98Yi Wu [57] [61] [62] [73] [76]
99Yi-Leh Wu [16] [30] [35] [40] [44] [50] [51] [52]
100Hui Xu [98]
101Mei-Chen Yeh [73]
102Huaxin You [23] [28] [44]
103Avideh Zakhor [3] [5] [7]
104Dong Zhang [103] [105]
105Ming Zhang [103]
106Zhihua Zhang [69] [78] [88] [94]
107Kaihua Zhu [96] [98]

Colors in the list of coauthors

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