E. Chang

发表

PSVM : Parallelizing Support Vector Machines on Distributed Computers

Hao Wang, E. Chang, Kaihua Zhu, 2007 .

Parallel algorithms for mining large-scale rich-media data

E. Chang, Kaihua Zhu, Hongjie Bai, 2009, ACM Multimedia.

Scalable video coding using 3-D subband velocity coding and multirate quantization

Avideh Zakhor, Edward Chang, A. Zakhor, 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Mining blog stories using community-based and temporal clustering

Edward Y. Chang, Belle L. Tseng, Arun Qamra, 2006, CIKM '06.

PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications

Edward Y. Chang, Yi Wang, Wen-Yen Chen, 2009, AAIM.

Combinational collaborative filtering for personalized community recommendation

Edward Y. Chang, Dong Zhang, Wen-Yen Chen, 2008, KDD.

Design and Implementation of Semi-preemptible IO

Edward Y. Chang, Zoran Dimitrijevic, Raju Rangaswami, 2003, FAST.

Storage and Retrieval Methods and Applications for Multimedia 2005

Edward Y. Chang, Noboru Babaguchi, Rainer Lienhart, 2005 .

Parallelizing Support Vector Machines on Distributed Computers

Edward Y. Chang, Hao Wang, Jian Li, 2007, NIPS.

Class-Boundary Alignment for Imbalanced Dataset Learning

Edward Y. Chang, Gang Wu, E. Chang, 2003 .

Query planning with limited source capabilities

Edward Y. Chang, Chen Li, E. Chang, 2000, Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073).

Reducing initial latency in a multimedia storage system

Edward Y. Chang, Hector Garcia-Molina, H. Garcia-Molina, 1996, Proceedings of International Workshop on Multimedia Database Management Systems.

PSC : Parallel Spectral Clustering

Chih-Jen Lin, Yangqiu Song, E. Chang, 2008 .

Kronecker Factorization for Speeding up Kernel Machines

Edward Y. Chang, Zhihua Zhang, Gang Wu, 2005, SDM.

BubbleUp: low latency fast-scan for media servers

Edward Y. Chang, Hector Garcia-Molina, H. Garcia-Molina, 1997, MULTIMEDIA '97.

The Anatomy of A Multi-Camera Video Surveillance System

E. Chang, Yuan-fang Wang, Gang Wu, 2004 .

KDX : An Indexer for Support Vector Machines Navneet Panda

E. Chang, 2005 .

Managing and Mining Video-Sensor Data

E. Chang, Yuan-fang Wang, Gang Wu, 2022 .

Multi-view Sequence-data Representation and Non-metric Distance-function Learning

Edward Y. Chang, Gang Wu, E. Chang, 2005 .

Clindex: Clustering for Similarity Queries in High-Dimensional Spaces.

Edward Y. Chang, James Ze Wang, Chen Li, 1999 .

Cost Analyses for VBR Video Servers

Edward Y. Chang, Avideh Zakhor, A. Zakhor, 1996, IEEE Multim..

Preemptive RAID Scheduling

E. Chang, Zoran Dimitrijevic, R. Rangaswami, 2004 .

Chapter 1 MANAGING PARALLEL DISKS FOR CONTINUOUS MEDIA DATA

H. Garcia-Molina, E. Chang, 2022 .

Discovering Community User Latent Behavior : Comparing ARM and LDA

E. Chang, Hongjie Bai, Wen-Yen Chen, 2009 .

Scaling Up Machine Learning: Large-Scale Spectral Clustering with Map Reduce and MPI

Edward Y. Chang, Chih-Jen Lin, Wen-Yen Chen, 2011 .

LEARNING AND MEASURING PERCEPTUAL SIMILARITY

E. Chang, 2001 .

PBIR : Perception-Based Image Retrieval — A System That Learns Subjective Image Query Concepts

E. Chang, K. Cheng, Ching-Tung Wu, 2022 .

Approximate High-Dimensional Indexing with Kernel

E. Chang, 2011 .

ACM International Workshop on Video Surveillance and Sensor NetworksACM International Conference on Multimedia

Edward Y. Chang, Yuan-Fang Wang, E. Chang, 2004, MM 2004.

Introduction to the special issue on video surveillance

Edward Y. Chang, Yuan-Fang Wang, E. Chang, 2004, Multimedia Systems.

Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA

Edward Y. Chang, Gerhard Weikum, Feifei Li, 2010, ICDE.

Semantic Modeling and Knowledge Representation for Multimedia Data

Edward Y. Chang, E. Chang, 2009, Encyclopedia of Database Systems.

Question Identification on Twitter, Accepted by CIKM 2011

Edward Y. Chang, Michael R. Lyu, Irwin King, 2011 .

PSVM: Parallel Support Vector Machines with Incomplete Cholesky Factorization

Edward Y. Chang, Hao Wang, Jian Li, 2010 .

2013 Conference Organization

Edward Y. Chang, Bernhard Nebel, Vesna Sabljakovic-Fritz, 2013, IJCAI.

Active Learning for Interactive Multimedia Retrieval

Edward Y. Chang, Daniel P. W. Ellis, Thomas S. Huang, 2008, Proceedings of the IEEE.

Active Learning for Interactive Multimedia Retrieval Algorithms that employ feedback from users to guide the search process can provide relatively rapid and efficient results from large multimedia data collections.

Edward Y. Chang, Daniel P. W. Ellis, Thomas S. Huang, 2008 .

Nnew: nearest neighbor expansion by weighting in image database retrieval

Edward Y. Chang, Beitao Li, Huaxin You, 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

Statistical mining in data streams

Edward Y. Chang, Ankur Jain, E. Chang, 2006 .

Parallel Spectral Clustering in Distributed Systems

Edward Y. Chang, Chih-Jen Lin, Wen-Yen Chen, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

KBA: kernel boundary alignment considering imbalanced data distribution

Edward Y. Chang, Gang Wu, E. Chang, 2005, IEEE Transactions on Knowledge and Data Engineering.

A scalable service for photo annotation, sharing, and search

Edward Y. Chang, Wen-Yen Chen, Benjamin N. Lee, 2006, MM '06.

Fotofiti: web service for photo management

Edward Y. Chang, Wen-Yen Chen, Benjamin N. Lee, 2006, MM '06.

Pfp: parallel fp-growth for query recommendation

Edward Y. Chang, Yi Wang, Dong Zhang, 2008, RecSys '08.

Learning the unified kernel machines for classification

Edward Y. Chang, Michael R. Lyu, Steven C. H. Hoi, 2006, KDD '06.

Support vector machine active learning for image retrieval

Edward Y. Chang, Simon Tong, E. Chang, 2001, MULTIMEDIA '01.

Enhanced perceptual distance functions and indexing for image replica recognition

Edward Y. Chang, Yan Meng, Arun Qamra, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Enhanced Perceptual Distance Functions and Indexing for Near-Replica Image Recognition

Edward Y. Chang, Arun Qamra, Yan Meng, 2005 .

An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling

Edward Y. Chang, Zhihua Zhang, Dakan Wang, 2012, AISTATS.

Shot transition detection using a perceptual distance function

Beitao Li, Yi Wu, E. Chang, 2002, Proceedings. IEEE International Conference on Multimedia and Expo.

Sliced Coordinate Analysis for Effective Dimension Reduction and Nonlinear Extensions

Zhihua Zhang, D. Yeung, J. Kwok, 2008 .

Identifying Color in Motion in Video Sensors

Edward Y. Chang, Yuan-Fang Wang, Gang Wu, 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).

Clustering for Approximate Similarity Search in High-Dimensional Spaces

Edward Y. Chang, Chen Li, Hector Garcia-Molina, 2002, IEEE Trans. Knowl. Data Eng..

K2Q: Generating Natural Language Questions from Keywords with User Refinements

Edward Y. Chang, Xiaoyan Zhu, Xiance Si, 2011, IJCNLP.

Toward perception-based image retrieval

E. Y. Chang, Beitao Li, Chen Li, 2000, 2000 Proceedings Workshop on Content-based Access of Image and Video Libraries.

Answering queries with useful bindings

Edward Y. Chang, Chen Li, E. Chang, 2001, TODS.

On Answering Queries in the Presence of Limited Access Patterns

Edward Y. Chang, Chen Li, E. Chang, 2001, ICDT.

A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering

Edward Y. Chang, Michael R. Lyu, Irwin King, 2012, AAAI.

Discovery of a perceptual distance function for measuring image similarity

Edward Y. Chang, Yi-Leh Wu, Beitao Li, 2003, Multimedia Systems.

Adaptive sampling for sensor networks

Edward Y. Chang, Ankur Jain, E. Chang, 2004, DMSN '04.

Adaptive stream resource management using Kalman Filters

Edward Y. Chang, Yuan-Fang Wang, Ankur Jain, 2004, SIGMOD '04.

Real-time storage systems for multimedia

Edward Y. Chang, Raju Rangaswami, E. Chang, 2004 .

MEMS-based disk buffer for streaming media servers

Edward Y. Chang, Klaus E. Schauser, Zoran Dimitrijevic, 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).

The SfinX Video Surveillance System

Edward Y. Chang, Yuan-Fang Wang, Zoran Dimitrijevic, 2003 .

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

Edward Y. Chang, Beitao Li, Kingshy Goh, 2005, IEEE Transactions on Knowledge and Data Engineering.

Anatomy of a multicamera video surveillance system

Edward Y. Chang, Yuan-Fang Wang, Yi-Leh Wu, 2004, Multim. Syst..

Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance

Edward Y. Chang, Yuan-Fang Wang, Yi-Leh Wu, 2003, MULTIMEDIA '03.

PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing

Zhiyuan Liu, Edward Y. Chang, Maosong Sun, 2011, TIST.

Speeding Up Latent Dirichlet allocation with Parallelization and Pipeline Strategies

Edward Y. Chang, E. Chang, 2011 .

Searching near-replicas of images via clustering

Edward Y. Chang, Chen Li, Gio Wiederhold, 1999, Optics East.

Clustering for Searching Near-Replicas of Images on the World-Wide Web

Edward Y. Chang, James Ze Wang, Chen Li, 1999 .

Multimodal metadata fusion using causal strength

Edward Y. Chang, Belle L. Tseng, Yi Wu, 2005, ACM Multimedia.

Fusing Content and Context with Causality

Edward Y. Chang, E. Chang, 2011 .

Collaborative filtering for orkut communities: discovery of user latent behavior

Edward Y. Chang, Yi Wang, Wen-Yen Chen, 2009, WWW '09.

CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines

Edward Y. Chang, Gang Wu, Kingshy Goh, 2003, IEEE Trans. Circuits Syst. Video Technol..

Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning

Edward Y. Chang, Gang Wu, E. Chang, 2003, ICML.

Hypersphere Indexer

Edward Y. Chang, Arun Qamra, Navneet Panda, 2006, DEXA.

KDX: an indexer for support vector machines

Edward Y. Chang, Navneet Panda, E. Chang, 2006, IEEE Transactions on Knowledge and Data Engineering.

DynDex: a dynamic and non-metric space indexer

Edward Y. Chang, Beitao Li, Kingshy Goh, 2002, MULTIMEDIA '02.

Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces

Edward Y. Chang, Kingshy Goh, E. Chang, 2002, VDB.

RIME: a replicated image detector for the World Wide Web

Edward Y. Chang, James Ze Wang, Gio Wiederhold, 1998, Other Conferences.

Exploiting Geometry for Support Vector Machine Indexing

Edward Y. Chang, Navneet Panda, E. Chang, 2005, SDM.

Statistical learning for high-dimensional data understanding

Edward Y. Chang, King-Shy Goh, E. Chang, 2004 .

Aligning boundary in kernel space for learning imbalanced dataset

Edward Y. Chang, Gang Wu, E. Chang, 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).

Confucius & "Its" Intelligent Disciples Search + Social

Edward Y. Chang, E. Chang, 2010 .

Confidence-based dynamic ensemble for image annotation and semantics discovery

Edward Y. Chang, Beitao Li, Kingshy Goh, 2003, MULTIMEDIA '03.

Optimal multimodal fusion for multimedia data analysis

Edward Y. Chang, John R. Smith, Kevin Chen-Chuan Chang, 2004, MULTIMEDIA '04.

Distance-function design and fusion for sequence data

Edward Y. Chang, Yi Wu, E. Chang, 2004, CIKM '04.

Bayesian Reasoning for Sensor Group-Queries and Diagnosis

Edward Y. Chang, Yuan-Fang Wang, Ankur Jain, 2007, DASFAA.

XINS: the anatomy of an indoor positioning and navigation architecture

Edward Y. Chang, Pei Dong, Yuan Gao, 2011, MLBS '11.

An Analysis of Transformation on Non - Positive Semidefinite Similarity Matrix for Kernel Machines

Zheng Zhang, Gang Wu, Edward Y. Chang, 2005, ICML 2005.

Enhancing DPF for near-replica image recognition

Edward Y. Chang, Yan Meng, Beitao Li, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

Effective Memory Use in a Media Server

Edward Y. Chang, Hector Garcia-Molina, H. Garcia-Molina, 1997, VLDB.

EXTENT: fusing context, content, and semantic ontology for photo annotation

Edward Y. Chang, E. Chang, 2005, CVDB '05.

Confucius and its intelligent disciples

Edward Y. Chang, Maosong Sun, Xiance Si, 2010, Proc. VLDB Endow..

Question identification on twitter

Edward Y. Chang, Michael R. Lyu, Irwin King, 2011, CIKM '11.

Formulating context-dependent similarity functions

Edward Y. Chang, Gang Wu, Navneet Panda, 2005, MULTIMEDIA '05.

Formulating distance functions via the kernel trick

Edward Y. Chang, Gang Wu, Navneet Panda, 2005, KDD '05.

Formulating Distance Functions

E. Chang, 2011 .

Semiparametric Regression Using Student $t$ Processes

Edward Y. Chang, Zhihua Zhang, Gang Wu, 2007, IEEE Transactions on Neural Networks.

Imbalanced Data Learning

Edward Y. Chang, E. Chang, 2011 .

Processing web-scale multimedia data

Edward Y. Chang, Malcolm Slaney, E. Chang, 2010, ACM Multimedia.

MEGA---the maximizing expected generalization algorithm for learning complex query concepts

Edward Y. Chang, Beitao Li, E. Chang, 2003, TOIS.

Parallel Spectral Clustering

Edward Y. Chang, Chih-Jen Lin, Wen-Yen Chen, 2008, ECML/PKDD.

Building MEMS-based storage systems for streaming media

Edward Y. Chang, Klaus E. Schauser, Zoran Dimitrijevic, 2007, TOS.

2D BubbleUp: Managing Parallel Disks for Media Servers

Edward Y. Chang, Hector Garcia-Molina, Chen Li, 1998, FODO.

Managing parallel disks for continuous media data

Edward Y. Chang, Hector Garcia-Molina, Chen Li, 2000 .

Minimizing Memory Requirements in Media Servers

Edward Y. Chang, Yi Chen, E. Chang, 1998 .

AdHeat: an influence-based diffusion model for propagating hints to match ads

Edward Y. Chang, Hongji Bao, E. Chang, 2010, WWW '10.

Entity Disambiguation with Freebase

Edward Y. Chang, Xiaoyan Zhu, Xiance Si, 2012, 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

Foundations of Large-Scale Multimedia Information Management and Retrieval: Mathematics of Perception

Edward Y. Chang, E. Chang, 2011 .