Mei-Ling Shyu

According to our database1, Mei-Ling Shyu authored at least 230 papers between 1999 and 2019.

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Bibliography

2019
Multimodal deep representation learning for video classification.
World Wide Web, 2019

Multimodal deep learning based on multiple correspondence analysis for disaster management.
World Wide Web, 2019

Integrating Image and Textual Information in Human-Robot Interactions for Children With Autism Spectrum Disorder.
IEEE Trans. Multimedia, 2019

A Survey on Deep Learning: Algorithms, Techniques, and Applications.
ACM Comput. Surv., 2019

Efficient Incremental Training for Deep Convolutional Neural Networks.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

High Dimensional Latent Space Variational AutoEncoders for Fake News Detection.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

2018
Editorial.
IEEE Trans. Services Computing, 2018

IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics.
IEEE Trans. Multimedia, 2018

Erratum to: Weighted subspace modeling for semantic concept retrieval using gaussian mixture models.
Information Systems Frontiers, 2018

Efficient Large-Scale Stance Detection in Tweets.
IJMDEM, 2018

Counterfactual Autoencoder for Unsupervised Semantic Learning.
IJMDEM, 2018

Multimedia Big Data Analytics: A Survey.
ACM Comput. Surv., 2018

Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

A Multi-Model Based Approach for Driver Missense Identification.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

2017
Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval.
Int. J. Semantic Computing, 2017

Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters.
IJMDEM, 2017

AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Cyber-Secure UAV Communications Using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Comparison of Visual Datasets for Machine Learning.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

An efficient deep residual-inception network for multimedia classification.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
Integration of Visual Temporal Information and Textual Distribution Information for News Web Video Event Mining.
IEEE Trans. Human-Machine Systems, 2016

Near-Duplicate Segments based news web video event mining.
Signal Processing, 2016

Weighted subspace modeling for semantic concept retrieval using gaussian mixture models.
Information Systems Frontiers, 2016

Supporting Semantic Concept Retrieval with Negative Correlations in a Multimedia Big Data Mining System.
Int. J. Semantic Computing, 2016

Negative Correlation Discovery for Big Multimedia Data Semantic Concept Mining and Retrieval.
Proceedings of the Tenth IEEE International Conference on Semantic Computing, 2016

Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation.
Proceedings of the IEEE International Symposium on Multimedia, 2016

A Classifier Ensemble Framework for Multimedia Big Data Classification.
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper).
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper).
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests.
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Message from the WEDA 2016 Program Chairs.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015
Sparse Linear Integration of Content and Context Modalities for Semantic Concept Retrieval.
IEEE Trans. Emerging Topics Comput., 2015

Guest Editorial: Advanced Technologies and Services for Multimedia Big Data Processing.
Multimedia Tools Appl., 2015

Driver Missense Mutation Identification Using Feature Selection and Model Fusion.
Journal of Computational Biology, 2015

Guest Editors' Introduction.
Int. J. Semantic Computing, 2015

Guest Editors' Introduction.
Int. J. Semantic Computing, 2015

Spatio-Temporal Analysis for Human Action Detection and Recognition in Uncontrolled Environments.
IJMDEM, 2015

Multimedia Big Data.
IEEE MultiMedia, 2015

Emerging Multimedia Research and Applications.
IEEE MultiMedia, 2015

Deep Learning for Imbalanced Multimedia Data Classification.
Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Negative-Based Sampling for Multimedia Retrieval.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Gaussian Mixture Model-Based Subspace Modeling for Semantic Concept Retrieval.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Utilizing Indirect Associations in Multimedia Semantic Retrieval.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Knowledge-Assisted Sequential Pattern Analysis With Heuristic Parameter Tuning for Labor Contraction Prediction.
IEEE J. Biomedical and Health Informatics, 2014

Concept-concept association information integration and multi-model collaboration for multimedia semantic concept detection.
Information Systems Frontiers, 2014

Guest Editors' Introduction.
Int. J. Semantic Computing, 2014

Multi-layer Model Collaboration for Bioimage Temporal Stage Classification.
Int. J. Semantic Computing, 2014

VideoTopic: Modeling User Interests for Content-Based Video Recommendation.
IJMDEM, 2014

Enhancing Multimedia Semantic Concept Mining and Retrieval by Incorporating Negative Correlations.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Utilizing concept correlations for effective imbalanced data classification.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

2013
Web media semantic concept retrieval via tag removal and model fusion.
ACM TIST, 2013

Wavelet Analysis in Current Cancer Genome Research: A Survey.
IEEE/ACM Trans. Comput. Biology Bioinform., 2013

Prediction of Uterine Contractions Using Knowledge-Assisted Sequential Pattern Analysis.
IEEE Trans. Biomed. Engineering, 2013

A Novel Web Video Event Mining Framework with the Integration of Correlation and Co-Occurrence Information.
J. Comput. Sci. Technol., 2013

Guest Editors' Introduction.
Int. J. Semantic Computing, 2013

Semantic Motion Concept Retrieval in Non-Static Background Utilizing Spatial-Temporal Visual Information.
Int. J. Semantic Computing, 2013

Rule-Based Semantic Concept Classification from Large-Scale Video Collections.
IJMDEM, 2013

Automatic Discovery of Bioluminescent Proteins from Large Protein Databases.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Semantic Retrieval for Videos in Non-static Background Using Motion Saliency and Global Features.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

VideoTopic: Content-Based Video Recommendation Using a Topic Model.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Multimodal Sparse Linear Integration for Content-Based Item Recommendation.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Biological Image Temporal Stage Classification via Multi-layer Model Collaboration.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Adaptive association rule mining for web video event classification.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Spatial-temporal motion information integration for action detection and recognition in non-static background.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

2012
Re-Ranking Algorithm for Multimedia Retrieval via Utilization of Inclusive and Exclusive Relationships between Semantic Concepts.
Int. J. Semantic Computing, 2012

Association rule mining with a correlation-based interestingness measure for video semantic concept detection.
IJIDS, 2012

Correlation maximisation-based discretisation for supervised classification.
IJBIDM, 2012

Effective Moving Object Detection and Retrieval via Integrating Spatial-Temporal Multimedia Information.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Model-driven collaboration and information integration for enhancing video semantic concept detection.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Multi-model integration for long-term time series prediction.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Leveraging Concept Association Network for Multimedia Rare Concept Mining and Retrieval.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Labor contraction prediction via demographic and obstetrical information analysis.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011
Within and Between Shot Information Utilisation in Video Key Frame Extraction.
JIKM, 2011

Guest Editorial - Introduction to the Special Issue on Information Reuse and Integration.
JIKM, 2011

Multi-Class Classification via Subspace Modeling.
Int. J. Semantic Computing, 2011

Utilizing Context Information to Enhance Content-Based Image Classification.
IJMDEM, 2011

Multimodal Information Integration and Fusion for Histology Image Classification.
IJMDEM, 2011

Weighted Subspace Filtering and Ranking Algorithms for Video Concept Retrieval.
IEEE MultiMedia, 2011

Quality of service provision in mobile multimedia - a survey.
HCIS, 2011

Moving Object Detection under Object Occlusion Situations in Video Sequences.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Utilization of Co-occurrence Relationships between Semantic Concepts in Re-ranking for Information Retrieval.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Effective supervised discretization for classification based on correlation maximization.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Automatic annotation of drosophila developmental stages using association classification and information integration.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Clustering-based binary-class classification for imbalanced data sets.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Message from program co-chairs.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Data management support via spectrum perturbation-based subspace classification in collaborative environments.
Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

2010
Introduction to the special issue on "data semantics for multimedia systems".
Multimedia Tools Appl., 2010

Guest Editorial.
Journal of Multimedia, 2010

Integrating Multimedia Semantic Content Analysis of YouTube Videos with Hurricane Wind Analysis for Public Situation Awareness and outreach.
International Journal of Software Engineering and Knowledge Engineering, 2010

Guest Editor's Introduction.
Int. J. Semantic Computing, 2010

Guest Editors' Introduction.
Int. J. Semantic Computing, 2010

Correlation-Based Ranking for Large-Scale Video Concept Retrieval.
IJMDEM, 2010

Weighted Association Rule Mining for Video Semantic Detection.
IJMDEM, 2010

Florida International University and University of Miami TRECVID 2010 - Semantic Indexing.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Feature Selection Using Correlation and Reliability Based Scoring Metric for Video Semantic Detection.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Histology Image Classification Using Supervised Classification and Multimodal Fusion.
Proceedings of the 12th IEEE International Symposium on Multimedia, 2010

Integration of global and local information in videos for key frame extraction.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

k-NN based LS-SVM framework for long-term time series prediction.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Message from Program Co-Chairs.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Panel title: Critical need for funding of basic and applied research in large-scale computing.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

2009
On emerging techniques for multimedia content sharing, search and understanding.
J. Visual Communication and Image Representation, 2009

Effective and Efficient Video High-Level Semantic Retrieval Using Associations and Correlations.
Int. J. Semantic Computing, 2009

Mining High-Level Features from Video Using Associations and Correlations.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

An Optimized Scheduling Scheme to Provide Quality of Service in 802.11e Wireless LAN.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Enhancing Concept Detection by Pruning Data with MCA-Based Transaction Weights.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Integration of Hurricane Wind Analysis and Multimedia Semantic Content Analysis for Public Outreach.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Correlation-based Interestingness Measure for Video Semantic Concept Detection.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Supervised Multi-class Classification with Adaptive and Automatic Parameter Tuning.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Video semantic concept detection via associative classification.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A Hybrid Layered Multiagent Architecture with Low Cost and Low Response Time Communication Protocol for Network Intrusion Detection Systems.
Proceedings of the IEEE 23rd International Conference on Advanced Information Networking and Applications, 2009

A Multiagent-based Intrusion Detection System with the Support of Multi-Class Supervised Classification.
Proceedings of the Data Mining and Multi-agent Integration, 2009

2008
Using Association Rules for Classification from Databases Having Class Label Ambiguities: A Belief Theoretic Method.
Proceedings of the Data Mining: Foundations and Practice, 2008

Video Semantic Event/Concept Detection Using a Subspace-Based Multimedia Data Mining Framework.
IEEE Trans. Multimedia, 2008

Video streaming over the internet with optimal bandwidth resource allocation.
Multimedia Tools Appl., 2008

Guest Editors' Introduction.
Int. J. Semantic Computing, 2008

Florida International University and University of Miami TRECVID 2008 - High Level Feature Extraction.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Effective Feature Space Reduction with Imbalanced Data for Semantic Concept Detection.
Proceedings of the IEEE International Conference on Sensor Networks, 2008

An Effective Multi-concept Classifier for Video Streams.
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

MRBAC: Hierarchical Role Management and Security Access Control for Distributed Multimedia Systems.
Proceedings of the 11th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2008), 2008

Provision of Quality of Service with Router Support.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Correlation-Based Video Semantic Concept Detection Using Multiple Correspondence Analysis.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

A conflict-based confidence measure for associative classification.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

2007
Rule Mining and Classification in a Situation Assessment Application: A Belief-Theoretic Approach for Handling Data Imperfections.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

Network intrusion detection through Adaptive Sub-Eigenspace Modeling in multiagent systems.
TAAS, 2007

Capturing high-level image concepts via affinity relationships in image database retrieval.
Multimedia Tools Appl., 2007

Overview and Future Trends of Multimedia Research for Content Access and Distribution.
Int. J. Semantic Computing, 2007

Modeling Semantic Concepts and User Preferences in Content-Based Video Retrieval.
Int. J. Semantic Computing, 2007

ASIC: Supervised Multi-class Classification using Adaptive Selection of Information Components.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Defense against Bandwidth Attacks with Traffic Resource Management.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

Video Event Detection with Combined Distance-Based and Rule-Based Data Mining Techniques.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Differentiated Service Protection of Multimedia Transmission via Detection of Traffic Anomalies.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Video Semantic Concept Discovery using Multimodal-Based Association Classification.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Hierarchical Temporal Association Mining for Video Event Detection in Video Databases.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

2006
Principal Component-based Anomaly Detection Scheme.
Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

Probabilistic semantic network-based image retrieval using MMM and relevance feedback.
Multimedia Tools Appl., 2006

Mining user access patterns with traversal constraint for predicting web page requests.
Knowl. Inf. Syst., 2006

Introduction to the special issue on multimedia databases.
Inf. Syst., 2006

A web-page recommender system via a data mining framework and the Semantic Web concept.
IJCAT, 2006

A multimodal data mining framework for soccer goal detection based on decision tree logic.
IJCAT, 2006

An optimal resource utilization scheme with end-to-end congestion control for continuous media stream transmission.
Computer Networks, 2006

A Distributed Agent-Based Approach to Intrusion Detection Using the Lightweight PCC Anomaly Detection Classifier.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

Exciting Event Detection Using Multi-level Multimodal Descriptors and Data Classification.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

An integrated and interactive video retrieval framework with hierarchical learning models and semantic clustering strategy.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

UNPCC: A Novel Unsupervised Classification Scheme for Network Intrusion Detection.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Collateral Representative Subspace Projection Modeling for Supervised Classification.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Video Database Modeling and Temporal Pattern Retrieval using Hierarchical Markov Model Mediator.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

2005
The second ACM international workshop on multimedia databases (MMDB 2004) held at ACM CIKM 2004.
SIGIR Forum, 2005

Spatiotemporal vehicle tracking: the use of unsupervised learning-based segmentation and object tracking.
IEEE Robot. Automat. Mag., 2005

Guest Editorial: Introduction to the Special Issue.
Multimedia Tools Appl., 2005

An adaptive rate-control streaming mechanism with optimal buffer utilization.
Journal of Systems and Software, 2005

Collaborative Filtering by Mining Association Rules from User Access Sequences.
Proceedings of the 2005 International Workshop on Challenges in Web Information Retrieval and Integration (WIRI 2005), 2005

Handling Nominal Features in Anomaly Intrusion Detection Problems.
Proceedings of the 15th International Workshop on Research Issues in Data Engineering (RIDE-SDMA 2005), 2005

Neural Network Based Framework For Goal Event Detection In Soccer Videos.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

Unit Detection from American Football TV Broadcast using Multimodal Content Analysis.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

The Protection of QoS for Multimedia Transmission against Denial of Service Attacks.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

Data integration for capital projects via community-specific conceptual representations.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Handling missing values via decomposition of the conditioned set.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Automated quality control of tropical cyclone winds through data mining.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

A Multiple Instance Learning Approach for Content Based Image Retrieval Using One-Class Support Vector Machine.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Multi-Buffer Scheduling Scheme for Video Streaming.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

An Enhanced Query Model for Soccer Video Retrieval Using Temporal Relationships.
Proceedings of the 21st International Conference on Data Engineering, 2005

2004
Stochastic clustering for organizing distributed information sources.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004

Workshop report: the first ACM international workshop on multimedia databases (MMDB 2003) at ACM CIKM 2003.
SIGIR Forum, 2004

Conditioning and updating evidence.
Int. J. Approx. Reasoning, 2004

A unified framework for image database clustering and content-based retrieval.
Proceedings of the Second ACM International Workshop on Multimedia Databases, 2004

Affinity relation discovery in image database clustering and content-based retrieval.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

SMARXO: towards secured multimedia applications by adopting RBAC, XML and object-relational database.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Unit detection in American football TV broadcasts using average energy of audio track.
Proceedings of the Sixth IEEE International Symposium on Multimedia Software Engineering, 2004

Affinity-Based Similarity Measure for Web Document Clustering.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

A Data Mining Framework for Building A Web-Page Recommender System.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Multiple object retrieval for image databases using multiple instance learning and relevance feedback.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Router active queue management for both multimedia and best-effort traffic flows.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

An end-to-end video transmission framework with efficient bandwidth utilization.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

A novel rate-based hop by hop congestion control algorithm.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

A decision tree-based multimodal data mining framework for soccer goal detection.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

2003
Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems.
IEEE Trans. Intelligent Transportation Systems, 2003

A progressive morphological filter for removing nonground measurements from airborne LIDAR data.
IEEE Trans. Geoscience and Remote Sensing, 2003

Category cluster discovery from distributed WWW directories.
Inf. Sci., 2003

Model-Based System Development for Asynchronous Distance Learning.
IJDET, 2003

Field-effect natural language semantic mapping.
Proceedings of the IEEE International Conference on Systems, 2003

Image database retrieval utilizing affinity relationships.
Proceedings of the First ACM International Workshop on Multimedia Databases, 2003

An affinity-based image retrieval system for multimedia authoring and presentation.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

MMM: a stochastic mechanism for image database queries.
Proceedings of the Fifth International Symposium on Multimedia Software Engineering, 2003

Facilitating KMS Reusability by XML Binding Model.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003

Component-Based Design and Integration of a Distributed Multimedia Management System.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003

Damage Pattern Mining in Hurricane Image Databases.
Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration, 2003

Per-class queue management and adaptive packet drop mechanism for multimedia networking.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Ensuring fairness in multimedia multicast streaming with optimal rate allocation and client buffer utilization.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Incorporating real-valued multiple instance learning into relevance feedback for image retrieval.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

An Adaptive Multimedia Transmission Protocol for Distributed Multimedia Applications.
Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 2003

An Open Multiple Instance Learning Framework and Its Application in Drug Activity Prediction Problems.
Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003

2002
A Multimedia Data Mining Framework: Mining Information from Traffic Video Sequences.
J. Intell. Inf. Syst., 2002

Identifying Topics for Web Documents through Fuzzy Association Learning.
International Journal of Computational Intelligence and Applications, 2002

A Stochastic Model for Content-Based Image Retrieval.
Proceedings of the Advances in Multimedia Information Processing, 2002

A Novel Hierarchical Approach to Image Retrieval Using Color and Spatial Information.
Proceedings of the Advances in Multimedia Information Processing, 2002

A Multimedia Semantic Model for RTSP-Based Multimedia Presentation Systems.
Proceedings of the 4th International Symposium on Multimedia Software Engineering, 2002

Mining High-Level User Concepts with Multiple Instance Learning and Relevance Feedback for Content-Based Image Retrieval.
Proceedings of the Mining Multimedia and Complex Data, 2002

User Concept Pattern Discovery Using Relevance Feedback And Multiple Instance Learning For Content-Based Image Retrieval.
Proceedings of the Third International Workshop on Multimedia Data Mining, 2002

Streaming SMIL Presentations via a Multimedia Semantic Model.
Proceedings of the 6th Joint Conference on Information Science, 2002

Self-Adjusted Network Transmission for Multimedia Data.
Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002

Optimal bandwidth allocation scheme with delay awareness in multimedia transmission.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Scene change detection by audio and video clues.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

An Effective Content-Based Visual Image Retrieval System.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Web Document Classification Based on Fuzzy Association.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

End-to-End Congestion Control via Optimal Bandwidth Allocation for Multimedia Streams.
Proceedings of the 15th International Conference on Computer Applications in Industry and Engineering, 2002

2001
Generalized Affinity-Based Association Rule Mining for Multimedia Database Queries.
Knowl. Inf. Syst., 2001

Identifying Overlapped Objects for Video Indexing and Modeling in Multimedia Database Systems.
International Journal on Artificial Intelligence Tools, 2001

Mining user access behavior on the WWW.
Proceedings of the IEEE International Conference on Systems, 2001

An Adaptive Optimal Multimedia Network Transmission Control Scheme.
Proceedings of the Advances in Multimedia Information Processing, 2001

A flexible image retrieval and multimedia presentation management system for multimedia databases.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Multimedia Data Mining for Traffic Video Sequences.
Proceedings of the Second International Workshop on Multimedia Data Mining, 2001

Supporting Information Reuse for Video Data Indexing by Using Color Information.
Proceedings of the ISCA 3rd International Conference on Information Reuse and Integration, 2001

Optimal Resource Utilization In Multimedia Transmission.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Video Scene Change Detection Method Using Unsupervised Segmentation And Object Tracking.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

A Live TV-Quality Distant Learning Multimedia Presentation System for Education.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

An Unsupervised Segmentation Framework For Texture Image Queries.
Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001

2000
Indexing and searching structure for multimedia database systems.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Organizing a network of databases using probabilistic reasoning.
Proceedings of the IEEE International Conference on Systems, 2000

A Bayesian network-based expert query system for a distributed database system.
Proceedings of the IEEE International Conference on Systems, 2000

A presentation semantic model for asynchronous distance learning paradigm (poster session).
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Object tracking and multimedia augmented transition network for video indexing and modeling.
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

A Probabilistic-Based Mechanism for Video Database Management Systems.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Affinity-Based Probabilistic Reasoning and Document Clustering on the WWW.
Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 2000

1999
Augmented Transition Networks as Video Browsing Models for Multimedia Databases and Multimedia Information Systems.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

Discovering Quasi-Equivalence Relationships from Database Systems.
Proceedings of the 1999 ACM CIKM International Conference on Information and Knowledge Management, 1999


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