Shu-Ching Chen

According to our database1, Shu-Ching Chen authored at least 286 papers between 1998 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2016, "For contributions to multimedia data and disaster information management".

Timeline

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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

Is Artificial Intelligence New to Multimedia?
IEEE MultiMedia, 2019

Multimedia Deep Learning.
IEEE MultiMedia, 2019

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

A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

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

City Disaster Susceptibility Comparisons using Weighted Bipartite Graphs.
IJNGC, 2018

Multimedia for Data Science.
IEEE MultiMedia, 2018

Multimedia for Disaster Information Management.
IEEE MultiMedia, 2018

Best Paper and Best Department Article Recognition.
IEEE MultiMedia, 2018

Moving IEEE MultiMedia Forward.
IEEE MultiMedia, 2018

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

Sequential Deep Learning for Disaster-Related Video Classification.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

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

Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms.
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

Ontology-Based Supervised Concept Learning for the Biogeochemical Literature.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

2017
Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning.
Int. J. Semantic Computing, 2017

Data-Driven Techniques in Disaster Information Management.
ACM Comput. Surv., 2017

FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 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

Toward Semantic Search for the Biogeochemical Literature.
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

DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning.
Proceedings of the 3rd IEEE International Conference on Collaboration and Internet Computing, 2017

MCA-NN: Multiple Correspondence Analysis Based Neural Network for Disaster Information Detection.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

A Video-Aided Semantic Analytics System for Disaster Information Integration.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

A 3D Virtual Environment for Storm Surge Flooding Animation.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

T-LRA: Trend-Based Learning Rate Annealing for Deep Neural Networks.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
Guest Editorial: Pervasive Multimedia Computing - Systems Applications and Services.
Multimedia Tools Appl., 2016

Guest Editorial: Large-scale Multimedia Data Management: Techniques and Applications.
Multimedia Tools Appl., 2016

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

Computational Health Informatics in the Big Data Age: A Survey.
ACM Comput. Surv., 2016

Semantic Event Detection Using Ensemble Deep Learning.
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

Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management.
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social Aspects for Personalized POI Recommendation (Invited Paper).
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

DI-DAP: An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Enabling Enriched TV Shopping Experience via Computational and Temporal Aware View-Centric Multimedia Abstraction.
IEEE Trans. Multimedia, 2015

Guest Editorial Multimedia: The Biggest Big Data.
IEEE Trans. Multimedia, 2015

Automatic Construction of 3-D Building Model From Airborne LIDAR Data Through 2-D Snake Algorithm.
IEEE Trans. Geoscience and Remote Sensing, 2015

Enhancing Product Detection With Multicue Optimization for TV Shopping Applications.
IEEE Trans. Emerging Topics Comput., 2015

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

Multimedia Big Data.
IEEE MultiMedia, 2015

Emerging Multimedia Research and Applications.
IEEE MultiMedia, 2015

Moving Video Mapper and City Recorder with Geo-Referenced Videos.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Correlation-Based Deep Learning for Multimedia Semantic Concept Detection.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Integrated execution framework for catastrophe modeling.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

FC-MST: Feature correlation maximum spanning tree for multimedia concept classification.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

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

City Recorder: Virtual City Tour Using Geo-referenced Videos.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

Ensemble Learning from Imbalanced Data Set for Video Event Detection.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 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
A Multimedia Semantic Retrieval Mobile System Based on HCFGs.
IEEE MultiMedia, 2014

A bipartite-graph based approach for disaster susceptibility comparisons among cities.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Generating textual storyline to improve situation awareness in disaster management.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Optimizing online spatial data analysis with sequential query patterns.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

Correlation-based re-ranking for semantic concept detection.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014

A web-based task-tracking collaboration system for the Florida Public Hurricane Loss Model.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

Large-Scale Correlation- Based Semantic Classification Using MapReduce.
Proceedings of the Cloud Computing and Digital Media, 2014

2013
Data Mining Meets the Needs of Disaster Information Management.
IEEE Trans. Human-Machine Systems, 2013

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

3D video representation and design for ubiquitous environments.
Multimedia Tools Appl., 2013

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

Content-Based Multimedia Retrieval Using Feature Correlation Clustering and Fusion.
IJMDEM, 2013

An Automatic Object Retrieval Framework for Complex Background.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Efficient Content-Based Multimedia Retrieval Using Novel Indexing Structure in PostgreSQL.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

The 2013 IEEE International conference on information reuse and integration: Forward.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Efficiently integrating MapReduce-based computing into a Hurricane Loss Projection model.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Correlation-based Feature Analysis and Multi-Modality Fusion framework for multimedia semantic retrieval.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A GUI based LIDAR data processing system for model generation and mapping.
Proceedings of the MapInteract 2013, 2013

A cluster-based morphological filter for geospatial data analysis.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013

Building multi-model collaboration in detecting multimedia semantic concepts (invited paper).
Proceedings of the 9th IEEE International Conference on Collaborative Computing: Networking, 2013

Searching similar segments over textual event sequences.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
A Semantic Index Structure for Multimedia Retrieval.
Int. J. Semantic Computing, 2012

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

Disaster Image Filtering and Summarization Based on Multi-layered Affinity Propagation.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Disaster SitRep - A vertical search engine and information analysis tool in disaster management domain.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

Constraint driven model using correlation and collaborative filtering for sustainable building.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012

MADIS: A Multimedia-Aided Disaster information Integration System for emergency management.
Proceedings of the 8th International Conference on Collaborative Computing: Networking, 2012

2011
Advances in ubiquitous media technologies and applications.
World Wide Web, 2011

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

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

Hybrid Query Refinement: A Strategy for a Distance Based Index Structure to Refine Multimedia Queries.
IJMDEM, 2011

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

Preface to Special Section on Intelligent Multimedia Systems and Data Management for UBI-COM.
Computing and Informatics, 2011

Risk evaluation through decision-support architectures in threat assessment and countering terrorism.
Appl. Soft Comput., 2011

Applying data mining techniques to address disaster information management challenges on mobile devices.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

A Visual Analytics Multimedia Mobile System for Emergency Response.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

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

AH+-Tree: An Efficient Multimedia Indexing Structure for Similarity Queries.
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

Hierarchical disaster image classification for situation report enhancement.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Forward.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Panel: Converting innovation to commercialization: Information re-use from the research sector to the public sector.
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
Special issue on emerging multimedia applications.
Multimedia Tools Appl., 2010

ACM/Springer Mobile Networks and Applications (MONET) Special Issue on "Advanced Mobile Applications and Intelligent Multimedia systems for Ubi-Com".
MONET, 2010

Survey of data management and analysis in disaster situations.
Journal of Systems and Software, 2010

A Multimedia Data Management Approach with GeM-Tree.
Journal of Multimedia, 2010

Multimedia Databases and Data Management: A Survey.
IJMDEM, 2010

HAH-tree: towards a multidimensional index structure supporting different video modelling approaches in a video database management system.
IJIDS, 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

Using data mining techniques to address critical information exchange needs in disaster affected public-private networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

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

Forward.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

A three-dimensional geographic and storm surge data integration system for evacuation planning.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 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

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
Guest Editorial Forward to the Special Issue on Information Reuse and Integration.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2009

A Human-Centered Multiple Instance Learning Framework for Semantic Video Retrieval.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2009

A Lossless Compression Method for Medical Image Sequences Using JPEG-LS and Interframe Coding.
IEEE Trans. Information Technology in Biomedicine, 2009

Guest Editors' Introduction.
Int. J. Semantic Computing, 2009

Guest Editors' Introduction.
Int. J. Semantic Computing, 2009

Guest Editors' Introduction: Intelligent and Pervasive Multimedia Systems.
IEEE MultiMedia, 2009

Introduction.
Integrated Computer-Aided Engineering, 2009

Florida public hurricane loss model: Research in multi-disciplinary system integration assisting government policy making.
Government Information Quarterly, 2009

Directing Web Search Engines using a Knowledge Amplification by Structured Expert Randomization Architecture.
Proceedings of the ISCA First International Conference on Sensor Networks and Applications (SNA-2009), 2009

A Hierarchical Video Annotation System.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

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

A 3-D Traffic Animation System with Storm Surge Response.
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Critical Need for Funding of Basic and Applied Research in Large-Scale Computing.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

10th-Year Anniversary Keynote Presentation on Information Reuse and Integration.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Forward.
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

Knowledge Acquisition from Corresponding Domain Knowledge Transformations.
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

MMIR.
Proceedings of the Database Technologies: Concepts, 2009

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

Modeling human cognition using a transformational knowledge architecture.
Proceedings of the 3rd IEEE International Conference on System of Systems Engineering, 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

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

GeM-Tree: Towards a Generalized Multidimensional Index Structure Supporting Image and Video Retrieval.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Panel: The role of information search and retrieval in economic stimulation.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Forward.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Hierarchical affinity hybrid tree: A multidimensional index structure to organize videos and support content-based retrievals.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Towards a Self-Configurable Weather Research and Forecasting System.
Proceedings of the 2008 International Conference on Autonomic Computing, 2008

Towards a business continuity information network for rapid disaster recovery.
Proceedings of the 9th Annual International Conference on Digital Government Research, 2008

Florida Public Hurricane Loss Model (FPHLM): research experience in system integration.
Proceedings of the 9th Annual International Conference on Digital Government Research, 2008

A Graphics-User Interface in Support of a Cognitive Inference Architecture.
Proceedings of the ISCA 21st International Conference on Computer Applications in Industry and Engineering, 2008

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

Introduction to the special issue on distributed adaptation, representation and processing of multimedia information.
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

A Novel Indexing and Access Mechanism Using Affinity Hybrid Tree for Content-Based Image Retrieval in Multimedia Databases.
Int. J. Semantic Computing, 2007

Geodesic search and retrieval of semi-structured databases.
Proceedings of the IEEE International Conference on Systems, 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

Semantic Event Extraction Using Neural Network Ensembles.
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007

Automated Multimedia Systems Training Using Association Rule Mining.
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

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

A Graph Reduction Method for 2D Snake Problems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

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

Automatic Construction of Building Footprints From Airborne LIDAR Data.
IEEE Trans. Geoscience and Remote Sensing, 2006

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

Introduction to the special issue on IEEE Multimedia Software Engineering 2004.
Multimedia Syst., 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 3D Visualization System for Hurricane Storm-Surge Flooding.
IEEE Computer Graphics and Applications, 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

Affinity Hybrid Tree: An Indexing Technique for Content-Based Image Retrieval in Multimedia Databases.
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

T2K2: A type II KASER.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

Modeling methodology for component reuse and system integration for hurricane loss projection application.
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

On the inherent necessity of heuristic proofs.
Proceedings of the IEEE International Conference on Systems, 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

A Latent Semantic Indexing Based Method for Solving Multiple Instance Learning Problem in Region-Based Image Retrieval.
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

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

Tree Animation for A 3D Interactive Visualization System For Hurricane Impacts.
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

A Web-based distributed system for hurricane occurrence projection.
Softw., Pract. Exper., 2004

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

A web-based spatial data access system using semantic R-trees.
Inf. Sci., 2004

A reliable Web-based system for hurricane analysis and simulation.
Proceedings of the IEEE International Conference on Systems, 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

Introduction to the Special Issue.
GeoInformatica, 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

Information Reuse and System Integration in the Development of a Hurricane Simulation System.
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

A real-time 3D animation environment for storm surge.
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
Semantic Models for Multimedia Database Searching and Browsing
Advances in Database Systems 21, Kluwer, ISBN: 0-792-37888-1, 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

Maintenance Scheduling of Oil Storage Tanks Using Tabu-Based Genetic Algorithm.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Function Approximation Using Robust Wavelet Neural Networks.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 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
A Spatio-Temporal Semantic Model for Multimedia Database Systems and Multimedia Information Systems.
IEEE Trans. Knowl. Data Eng., 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

Multimedia Information Systems: Research and Development.
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
Semantic Access: Semantic Interface for Querying Databases.
Proceedings of the VLDB 2000, 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

A high-performance Web-based system design for spatial data accesses.
Proceedings of the ACM-GIS 2000, 2000

High Performance Lempel-Ziv Compression Using Optimized Longest String Parsing and Adaptive Huffman Window Size.
Proceedings of the Data Compression Conference, 2000

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

The architecture for semantic data access to heterogeneous information sources.
Proceedings of the ISCA 15th International Conference Computers and Their Applications, 2000

A Benchmarking Technique for DBMS's with Advanced Data Models.
Proceedings of Chalenges, 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

1998
Empirical studies of multimedia semantic models for multimedia presentations.
Proceedings of the Computers and Their Applications (CATA-98), 1998


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