Edward Y. Chang

According to our database1, Edward Y. Chang
  • authored at least 181 papers between 1991 and 2018.
  • has a "Dijkstra number"2 of four.

Timeline

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Bibliography

2018
Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts.
TKDD, 2018

Dictionary learning with structured noise.
Neurocomputing, 2018

BDA-PCH: Block-Diagonal Approximation of Positive-Curvature Hessian for Training Neural Networks.
CoRR, 2018

2017
A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories.
ACM Trans. Inf. Syst., 2017

Mining collective knowledge: inferring functional labels from online review for business.
Knowl. Inf. Syst., 2017

Distributed Training Large-Scale Deep Architectures.
CoRR, 2017

Representation Learning on Large and Small Data.
CoRR, 2017

Aristo: An Augmented Reality Platform for Immersion and Interactivity.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

DeepQ Arrhythmia Database: A Large-Scale Dataset for Arrhythmia Detector Evaluation.
Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017

Artificial Intelligence in XPRIZE DeepQ Tricorder.
Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017

DeepQ: Advancing Healthcare through Artificial Intelligence and Virtual Reality.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

CLKN: Cascaded Lucas-Kanade Networks for Image Alignment.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Distributed Training Large-Scale Deep Architectures.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016
A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data.
ACM Trans. Inf. Syst., 2016

Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information.
IEEE Trans. Knowl. Data Eng., 2016

Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.
TKDD, 2016

A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories.
CoRR, 2016

Tweet Timeline Generation with Determinantal Point Processes.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Pan360: INS Assisted 360-Degree Panorama (Demo Description).
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Pan360: INS Assisted 360-Degree Panorama.
Proceedings of the 3rd International Workshop on Immersive Media Experiences, 2015

Determining step sizes in geometric optimization algorithms.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Network Representation Learning with Rich Text Information.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Scalable Gaussian Process Regression Using Deep Neural Networks.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Transfer representation learning for medical image analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A new retraction for accelerating the Riemannian three-factor low-rank matrix completion algorithm.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Big Data Small Footprint: The Design of A Low-Power Classifier for Detecting Transportation Modes.
PVLDB, 2014

A data-driven study of image feature extraction and fusion.
Inf. Sci., 2014

Errata: Distant Supervision for Relation Extraction with Matrix Completion.
CoRR, 2014

Distant Supervision for Relation Extraction with Matrix Completion.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Context-Aware Computing: Opportunities and Open Issues.
PVLDB, 2013

2012
MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking .
PVLDB, 2012

Web-Scale Multimedia Processing and Applications [Scanning the Issue].
Proceedings of the IEEE, 2012

An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking
CoRR, 2012

Entity Disambiguation with Freebase.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Sublinear Algorithms for Penalized Logistic Regression in Massive Datasets.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Error Modeling and Estimation Fusion for Indoor Localization.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

INSPORAMA: INS-Aided Misalignment Correction in Feature-Based Panoramic Image Stitching.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012

A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing.
ACM TIST, 2011

A conversation with Dr. Edward Y. Chang.
SIGKDD Explorations, 2011

Parallel Spectral Clustering in Distributed Systems.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Sensor-aided mobile information management and retrieval.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

K2Q: Generating Natural Language Questions from Keywords with User Refinements.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

LocalTree: An Efficient Algorithm for Mobile Peer-to-Peer Live Streaming.
Proceedings of IEEE International Conference on Communications, 2011

Mobile Information Management and Retrieval.
Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011

Question identification on twitter.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Confucius and Its Intelligent Disciples: Integrating Social with Search.
PVLDB, 2010

AdHeat: an influence-based diffusion model for propagating hints to match ads.
Proceedings of the 19th International Conference on World Wide Web, 2010

Search and Social Integration.
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

AdHeat - An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads.
Proceedings of the User Modeling, 2010

Processing web-scale multimedia data.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

2009
Semantic Modeling and Knowledge Representation for Multimedia Data.
Proceedings of the Encyclopedia of Database Systems, 2009

Collaborative filtering for orkut communities: discovery of user latent behavior.
Proceedings of the 18th International Conference on World Wide Web, 2009

Parallel algorithms for mining large-scale rich-media data.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Information extraction meets relation databases.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Confucius and "its" intelligent disciples.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Confucius and "Its" Intelligent Disciples.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications.
Proceedings of the Algorithmic Aspects in Information and Management, 2009

Parallel Algorithms for Collaborative Filtering.
Proceedings of the Algorithmic Aspects in Information and Management, 2009

2008
Data management projects at Google.
SIGMOD Record, 2008

Active Learning for Interactive Multimedia Retrieval.
Proceedings of the IEEE, 2008

Scalable landmark recognition using EXTENT.
Multimedia Tools Appl., 2008

Rich media and web 2.0.
Proceedings of the 17th International Conference on World Wide Web, 2008

Pfp: parallel fp-growth for query recommendation.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Parallel Spectral Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Web-Scale Image Annotation.
Proceedings of the Advances in Multimedia Information Processing, 2008

Combinational collaborative filtering for personalized community recommendation.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Organizing multimedia data socially.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
Building MEMS-based storage systems for streaming media.
TOS, 2007

Semiparametric Regression Using Student t Processes.
IEEE Trans. Neural Networks, 2007

RCMap: Efficiently Creating High-Quality Euclidean Embeddings.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Parallelizing Support Vector Machines on Distributed Computers.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Scalable Indexing for Perceptual Data.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Parallel Approximate Matrix Factorization for Kernel Methods.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Bayesian Reasoning for Sensor Group-Queries and Diagnosis.
Proceedings of the Advances in Databases: Concepts, 2007

2006
KDX: An Indexer for Support Vector Machines.
IEEE Trans. Knowl. Data Eng., 2006

Active learning in very large databases.
Multimedia Tools Appl., 2006

Efficient top-k hyperplane query processing for multimedia information retrieval.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

A scalable service for photo annotation, sharing, and search.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Fotofiti: web service for photo management.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Fotowiki: distributed map enhancement service.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Unified and scalable learning in multimedia information retrieval.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Incremental approximate matrix factorization for speeding up support vector machines.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Learning the unified kernel machines for classification.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Concept boundary detection for speeding up SVMs.
Proceedings of the Machine Learning, 2006

Hypersphere Indexer.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Identifying Color in Motion in Video Sensors.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Mining blog stories using community-based and temporal clustering.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Adaptive non-linear clustering in data streams.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Semantics and feature discovery via confidence-based ensemble.
TOMCCAP, 2005

KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution.
IEEE Trans. Knowl. Data Eng., 2005

Using One-Class and Two-Class SVMs for Multiclass Image Annotation.
IEEE Trans. Knowl. Data Eng., 2005

Systems Support for Preemptive Disk Scheduling.
IEEE Trans. Computers, 2005

Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Kronecker Factorization for Speeding up Kernel Machines.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Exploiting Geometry for Support Vector Machine Indexing.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Learning with non-metric proximity matrices.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Multimodal metadata fusion using causal strength.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Formulating context-dependent similarity functions.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Formulating distance functions via the kernel trick.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Manifold learning, a promised land or work in progress?
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Extent: Inferring Image Metadata from Context and Content.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Using pivots to index for support vector machine queries.
Proceedings of the Second International Workshop on Computer Vision meets Databases, 2005

EXTENT: fusing context, content, and semantic ontology for photo annotation.
Proceedings of the Second International Workshop on Computer Vision meets Databases, 2005

2004
Anatomy of a multicamera video surveillance system.
Multimedia Syst., 2004

Introduction to the special issue on video surveillance.
Multimedia Syst., 2004

Adaptive Stream Resource Management Using Kalman Filters.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Optimal multimodal fusion for multimedia data analysis.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Multimodal concept-dependent active learning for image retrieval.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Toward building a robust and intelligent video surveillance system: a case study.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Active learning and its scalability for image retrieval.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Why one example is not enough for an image query.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Multimodal information fusion for video concept detection.
Proceedings of the 2004 International Conference on Image Processing, 2004

Aligning Boundary in Kernel Space for Learning Imbalanced Dataset.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Adaptive sampling for sensor networks.
Proceedings of the 1st Workshop on Data Management for Sensor Networks, 2004

On Scalability of Active Learning for Formulating Query Concepts.
Proceedings of the First International Workshop on Computer Vision meets Databases, 2004

Distance-function design and fusion for sequence data.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003
MEGA - the maximizing expected generalization algorithm for learning complex query concepts.
ACM Trans. Inf. Syst., 2003

Fine-grained device management in an interactive media server.
IEEE Trans. Multimedia, 2003

CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines.
IEEE Trans. Circuits Syst. Video Techn., 2003

Discovery of a perceptual distance function for measuring image similarity.
Multimedia Syst., 2003

Framework for detecting hazardous events.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Image copy detection using dynamic partial function.
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003

Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Confidence-based dynamic ensemble for image annotation and semantics discovery.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

The anatomy of a multimodal information filter.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning.
Proceedings of the Machine Learning, 2003

Statistical learning for effective visual information retrieval.
Proceedings of the 2003 International Conference on Image Processing, 2003

MEMS-based Disk Buffer for Streaming Media Servers.
Proceedings of the 19th International Conference on Data Engineering, 2003

Design and Implementation of Semi-preemptible IO.
Proceedings of the FAST '03 Conference on File and Storage Technologies, March 31, 2003

Enhancing DPF for Near-replica Image Recognition.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002
Clustering for Approximate Similarity Search in High-Dimensional Spaces.
IEEE Trans. Knowl. Data Eng., 2002

Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces.
Proceedings of the Visual and Multimedia Information Management, 2002

MORF: A Distributed Multimodal Information Filtering System.
Proceedings of the Advances in Multimedia Information Processing, 2002

Hybrid Learning Schemes for Multimedia Information Retrieval.
Proceedings of the Advances in Multimedia Information Processing, 2002

PBIR-MM: multimodal image retrieval and annotation.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

DynDex: a dynamic and non-metric space indexer.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Virtual IO: preemptible disk access.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

BPMs versus SVMs for image classification.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Shot transition detection using a perceptual distance function.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Effective image annotation via active learning.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

The XTREAM multimedia system.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

On learning perceptual distance function for image retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2002

An Architecture of a Web-Based Collaborative Image Search Engine.
Proceedings of the On the Move to Meaningful Internet Systems, 2002, 2002

2001
Answering queries with useful bindings.
ACM Trans. Database Syst., 2001

PBIR - Perception-Based Image Retrieval.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Support vector machine active learning for image retrieval.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Support vector machine pairwise classifiers with error reduction for image classification.
Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30, 2001

PBIR: perception-based image retrieval-a system that can quickly capture subjective image query concepts.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

NNEW: Nearest Neighbor Expansion By Weighting In Image Database Retrieval.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Data Placement for Multi-user Interactive DTV.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Learning Image Query Concepts via Intelligent Sampling.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

On Answering Queries in the Presence of Limited Access Patterns.
Proceedings of the Database Theory, 2001

Mining Image Features for Efficient Query Processing.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Providing scalable on-demand interactive video service by means of multicasting and client buffering.
Proceedings of the IEEE International Conference on Communications, 2001

Spin Discriminant Analysis (SDA) - Using a One-Dimensional Classifier for High Dimensional Classification Problems.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

SVM Binary Classifier Ensembles for Image Classification.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Maximizing QoS for interactive DTV clients.
Computer Communications, 2000

Query Planning with Limited Source Capabilities.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999
PowerBookmarks: A System for Personalizable Web Information Organization, Sharing, and Management.
Proceedings of the SIGMOD 1999, 1999

DTV: a client-based interactive DTV architecture.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

MEDIC: A Memory & Disk Cache for Multimedia Clients.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Cost-Based Media Server Design.
Proceedings of the RIDE'98, 1998

An Image Coding and Reconstruction Scheme for Mobile Computing.
Proceedings of the Interactive Distributed Multimedia Systems and Telecommunication Services, 1998

2D BubbleUp: Managing Parallel Disks for Media Servers.
Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998

1997
Disk-based storage for scalable video.
IEEE Trans. Circuits Syst. Video Techn., 1997

Reducing Initial Latency in Media Servers.
IEEE MultiMedia, 1997

Effective Memory Use in a Media Server.
Proceedings of the VLDB'97, 1997

BubbleUp: Low Latency Fast-Scan for Media Servers.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

1996
Cost Analyses for VBR Video Servers.
IEEE MultiMedia, 1996

Reducing Initial Latency in a Multimedia Storage System.
IW-MMDBMS, 1996

STeP: Deductive-Algorithmic Verification of Reactive and Real-Time Systems.
Proceedings of the Computer Aided Verification, 8th International Conference, 1996

1995
STeP: The Stanford Temporal Prover.
Proceedings of the TAPSOFT'95: Theory and Practice of Software Development, 1995

1994
Scalable Video Data Placement on Parallel Disk Arrays.
Proceedings of the Storage and Retrieval for Image and Video Databases II, 1994

Compositional Verification of Real-Time Systems
Proceedings of the Ninth Annual Symposium on Logic in Computer Science (LICS '94), 1994

Admissions Control and Data Placement for VBR Video Servers.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1992
Characterization of Temporal Property Classes.
Proceedings of the Automata, Languages and Programming, 19th International Colloquium, 1992

1991
An Open and Extensible Event-Based Transaction Manager.
Proceedings of the Summer 1991 USENIX Conference, Nashville, TE, USA, June 1991, 1991


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