Overview
overview
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Dr. Shu-Ching Chen is a Professor in the Knight Foundation School of Computing and Information Sciences, Florida International University (FIU), Miami. He has been a Full Professor since August 2009 in SCIS at FIU. Prior to that, he was an Assistant/Associate Professor in SCIS at FIU from 1999. He is the Director of Distributed Multimedia Information Systems Laboratory (DMIS), Co-Director of the Integrated Computer Augmented Virtual Environment (I-CAVE), and Associate Director of Robotics and Digital Fabrication Lab (RDF). His main research interests include data science, multimedia big data, disaster information management, content-based image/video retrieval, and multimedia systems. Dr. Chen has authored and coauthored more than 360 research papers in journals, refereed conference/symposium/workshop proceedings, book chapters, and four books. Dr. Chen has been the PI/Co-PI of many research grants from NSF, National Oceanic and Atmospheric Administration (NOAA), Department of Homeland Security (DHS), National Institute of Health (NIH), Department of Energy, Army Research Office, Naval Research Laboratory (NRL), Environmental Protection Agency (EPA), Florida Office of Insurance Regulation, Florida Department of Transportation, IBM, and Microsoft.
Dr. Chen was named a 2011 recipient of the ACM Distinguished Scientist Award. He received the best paper awards from 2006 IEEE International Symposium on Multimedia and 2016 IEEE International Conference on Information Reuse and Integration. He was awarded the IEEE Systems, Man, and Cybernetics (SMC) Society’s Outstanding Contribution Award in 2005 and was the co-recipient of the IEEE Most Active SMC Technical Committee Award in 2006. He was also awarded the Top Scholar Award from FIU in 2011 and 2012, Inaugural Excellence in Graduate Mentorship Award from FIU in 2006, the University Outstanding Faculty Research Award from FIU in 2004, the Excellence in Mentorship Award from SCIS in 2010, the Outstanding Faculty Service Award from SCIS in 2004, 2014 and 2019, the Outstanding Faculty Research Award from SCIS in 2002, 2012, and 2017, and Director’s Special Recognition Award from SCIS in 2016. He is a fellow of IEEE, AAAS, and SIRI.
research interests
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Data Science
Multimedia Big Data
Disaster Information Management
Distributed Multimedia Database Systems
Scholarly & Creative Works
selected publications
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Article
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2022A Survey on Data-Driven COVID-19 and Future Pandemic ManagementFull Text via DOI: 10.1145/3542818
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2022Florida public hurricane loss model: Software system for insurance loss projectionFull Text via DOI: 10.1002/spe.3086 Web of Science: 000776639500001
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2022Deep Learning With Weak Supervision for Disaster Scene Description in Low-Altitude ImageryFull Text via DOI: 10.1109/TGRS.2021.3129443 Web of Science: 000757891700035
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2021Data Analytics for Air Travel Data: A Survey and New PerspectivesFull Text via DOI: 10.1145/3469028 Web of Science: 000705073600011
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2021Embracing Multimodal Data in Multimedia Data AnalysisFull Text via DOI: 10.1109/MMUL.2021.3104911 Web of Science: 000697819600008
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2021Multimedia Research for Response and Management of COVID-19 and Future PandemicsFull Text via DOI: 10.1109/MMUL.2021.3063011 Web of Science: 000637188200001
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2020An adversarial learning approach for discovering social relations in human-centered information networksFull Text via DOI: 10.1186/s13638-020-01782-6 Web of Science: 000566736200001
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2020DISL: Deep Isomorphic Substructure Learning for network representationsFull Text via DOI: 10.1016/j.knosys.2019.105086 Web of Science: 000510955100004
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2019Multimodal deep learning based on multiple correspondence analysis for disaster managementFull Text via DOI: 10.1007/s11280-018-0636-4 Web of Science: 000475636800002
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2019Multimodal deep representation learning for video classificationFull Text via DOI: 10.1007/s11280-018-0548-3 Web of Science: 000466989400021
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2019A Survey on Deep Learning: Algorithms, Techniques, and ApplicationsFull Text via DOI: 10.1145/3234150 Web of Science: 000457121600005
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2018
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2018Multimedia for Data ScienceWeb of Science: 000456654900001
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2018IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data AnalyticsFull Text via DOI: 10.1109/TMM.2017.2760623 Web of Science: 000427623000020
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2018Multimedia Big Data Analytics: A SurveyFull Text via DOI: 10.1145/3150226 Web of Science: 000434678100010
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2018
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2017Data-Driven Techniques in Disaster Information ManagementFull Text via DOI: 10.1145/3017678 Web of Science: 000399118600001
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2017Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep LearningFull Text via DOI: 10.1142/S1793351X17400050 Web of Science: 000401142100006
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2016Weighted subspace modeling for semantic concept retrieval using gaussian mixture modelsFull Text via DOI: 10.1007/s10796-016-9660-z Web of Science: 000386554200004
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2016Computational Health Informatics in the Big Data Age: A SurveyFull Text via DOI: 10.1145/2932707 Web of Science: 000382136100012
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2015Driver Missense Mutation Identification Using Feature Selection and Model FusionFull Text via DOI: 10.1089/cmb.2015.0110 Web of Science: 000365646800002
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2015Enabling Enriched TV Shopping Experience via Computational and Temporal Aware View-Centric Multimedia AbstractionFull Text via DOI: 10.1109/TMM.2015.2433213 Web of Science: 000356522300013
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2015Enhancing Product Detection With Multicue Optimization for TV Shopping ApplicationsFull Text via DOI: 10.1109/TETC.2014.2386140 Web of Science: 000209845800003
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2015Automatic Construction of 3-D Building Model From Airborne LIDAR Data Through 2-D Snake AlgorithmFull Text via DOI: 10.1109/TGRS.2014.2312393 Web of Science: 000341536700001
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2014Collaborative Learning in Building Sciences Enabled by Augmented RealityFull Text via DOI: 10.12691/ajcea-2-2-5
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2014A Multimedia Semantic Retrieval Mobile System Based on HCFGsFull Text via DOI: 10.1109/MMUL.2013.33 Web of Science: 000337168200007
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2013Wavelet Analysis in Current Cancer Genome Research: A SurveyFull Text via DOI: 10.1109/TCBB.2013.134 Web of Science: 000332481000011
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2013Data Mining Meets the Needs of Disaster Information ManagementFull Text via DOI: 10.1109/THMS.2013.2281762 Web of Science: 000326185600003
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2013Content-Based Multimedia Retrieval Using Feature Correlation Clustering and FusionFull Text via DOI: 10.4018/jmdem.2013040103 Web of Science: 000218980500003
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2013Rule-Based Semantic Concept Classification from Large-Scale Video CollectionsFull Text via DOI: 10.4018/jmdem.2013010103 Web of Science: 000218976800003
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2012A SEMANTIC INDEX STRUCTURE FOR MULTIMEDIA RETRIEVALFull Text via DOI: 10.1142/S1793351X12400065 Web of Science: 000214234300003
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2011Catastrophe Model-Based Assessment of Hurricane Risk and Estimates of Potential Insured Losses for the State of FloridaFull Text via DOI: 10.1061/(ASCE)NH.1527-6996.0000050 Web of Science: 000298249400004
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2011Hybrid Query Refinement: A Strategy for a Distance Based Index Structure to Refine Multimedia QueriesFull Text via DOI: 10.4018/jmdem.2011070104 Web of Science: 000218967000004
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2011Weighted Subspace Filtering and Ranking Algorithms for Video Concept RetrievalFull Text via DOI: 10.1109/MMUL.2011.35 Web of Science: 000294008700006
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2011Advances in ubiquitous media technologies and applicationsFull Text via DOI: 10.1007/s11280-011-0123-7 Web of Science: 000288752100001
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2011MULTI-CLASS CLASSIFICATION VIA SUBSPACE MODELINGFull Text via DOI: 10.1142/S1793351X1100116X Web of Science: 000214231200003
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2011Risk evaluation through decision-support architectures in threat assessment and countering terrorismFull Text via DOI: 10.1016/j.asoc.2009.12.022 Web of Science: 000281591300062
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2010Survey of data management and analysis in disaster situationsFull Text via DOI: 10.1016/j.jss.2010.04.065 Web of Science: 000282117900007
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2010
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2010APPLICATION OF METADATA MODELING TO DISPUTE REVIEW REPORT MANAGEMENTFull Text via DOI: 10.3846/jcem.2010.55 Web of Science: 000285648200005
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2009Florida public hurricane loss model: Research in multi-disciplinary system integration assisting government policy makingFull Text via DOI: 10.1016/j.giq.2008.12.004 Web of Science: 000265228500007
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2009A Human-Centered Multiple Instance Learning Framework for Semantic Video RetrievalFull Text via DOI: 10.1109/TSMCC.2008.2007257 Web of Science: 000263831900008
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2008Video streaming over the internet with optimal bandwidth resource allocationFull Text via DOI: 10.1007/s11042-007-0187-7 Web of Science: 000258576700006
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2008Video semantic event/concept detection using a subspace-based multimedia data mining frameworkFull Text via DOI: 10.1109/TMM.2007.911830 Web of Science: 000252576700009
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2007MODELING SEMANTIC CONCEPTS AND USER PREFERENCES IN CONTENT-BASED VIDEO RETRIEVALFull Text via DOI: 10.1142/S1793351X07000159 Web of Science: 000217076700007
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2007OVERVIEW AND FUTURE TRENDS OF MULTIMEDIA RESEARCH FOR CONTENT ACCESS AND DISTRIBUTIONFull Text via DOI: 10.1142/S1793351X07000044 Web of Science: 000217076100003
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2007Capturing high-level image concepts via affinity relationships in image database retrievalFull Text via DOI: 10.1007/s11042-006-0059-6 Web of Science: 000243049400004
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2006A dynamic user concept pattern learning framework for content-based image retrievalFull Text via DOI: 10.1109/TSMCC.2005.855507 Web of Science: 000241438200006
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2006Mining user access patterns with traversal constraint for predicting web page requestsFull Text via DOI: 10.1007/s10115-006-0004-z Web of Science: 000242635800006
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2006Automatic construction of building footprint's from airborne LIDAR dataFull Text via DOI: 10.1109/TGRS.2006.874137 Web of Science: 000240167200021
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2006An optimal resource utilization scheme with end-to-end congestion control for continuous media stream transmissionFull Text via DOI: 10.1016/j.comnet.2005.06.005 Web of Science: 000236786000003
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2006Semantic event detection via multimodal data miningFull Text via DOI: 10.1109/MSP.2006.1621447 Web of Science: 000235558300008
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2006A web-page recommender system via a data mining framework and the Semantic Web conceptFull Text via DOI: 10.1504/IJCAT.2006.012000 Web of Science: 000210663000007
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2005An adaptive rate-control streaming mechanism with optimal buffer utilizationFull Text via DOI: 10.1016/j.jss.2003.10.031 Web of Science: 000226337400004
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2005Spatiotemporal vehicle tracking - The use of unsupervised learning-based segmentation and object trackingFull Text via DOI: 10.1109/MRA.2005.1411419 Web of Science: 000227752900009
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2004A web-based spatial data access system using semantic R-treesFull Text via DOI: 10.1016/j.ins.2003.07.019 Web of Science: 000225512800004
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2004Stochastic clustering for organizing distributed information sourcesFull Text via DOI: 10.1109/TSMCB.2004.833599 Web of Science: 000223937400009
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2004A Web-based distributed system for hurricane occurrence projectionFull Text via DOI: 10.1002/spe.580 Web of Science: 000221206600002
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2003Category cluster discovery from distributed WWW directoriesFull Text via DOI: 10.1016/S0020-0255(03)00169-5 Web of Science: 000185751500002
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2003Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systemsFull Text via DOI: 10.1109/TITS.2003.821290 Web of Science: 000187959200006
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2003A progressive morphological filter for removing nonground measurements from airborne LIDAR dataFull Text via DOI: 10.1109/TGRS.2003.810682 Web of Science: 000183412500015
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2003Model-Based System Development for Asynchronous Distance LearningFull Text via DOI: 10.4018/jdet.2003100103
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2002IDENTIFYING TOPICS FOR WEB DOCUMENTS THROUGH FUZZY ASSOCIATION LEARNINGFull Text via DOI: 10.1142/s1469026802000609
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2002A multimedia data mining framework: Mining information from traffic video sequencesFull Text via DOI: 10.1023/A:1015564420544 Web of Science: 000175714800005
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2002An effective content-based visual image retrieval systemFull Text via DOI: 10.1109/CMPSAC.2002.1045122
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2002Web document classification based on fuzzy associationFull Text via DOI: 10.1109/CMPSAC.2002.1045052
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2001Generalized Affinity-Based Association Rule Mining for Multimedia Database QueriesFull Text via DOI: 10.1007/pl00011671
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2001A spatio-temporal semantic model for multimedia database systems and multimedia information systemsFull Text via DOI: 10.1109/69.940735 Web of Science: 000170283500006
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2000Affinity-based probabilistic reasoning and document clustering on the WWWFull Text via DOI: 10.1109/CMPSAC.2000.884705
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2000Organizing a network of databases using probabilistic reasoningFull Text via DOI: 10.1109/ICSMC.2000.886406
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1999A distributed computing environment for dynamic traffic operationsFull Text via DOI: 10.1111/0885-9507.00145
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Book
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2015Preface. Ed. 9418.
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2015Preface. Ed. 9419.
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2013Multimedia data engineering applications and processingFull Text via DOI: 10.4018/978-1-4666-2940-0
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Book Chapter
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2021Encoding Dual Semantic Knowledge for Text-Enhanced Cloud Services. 146-159.Full Text via DOI: 10.1007/978-3-030-69992-5_12
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2018Multimedia Data Management for Disaster Situation Awareness. 137-146.Full Text via DOI: 10.1007/978-3-319-75683-7_10
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2018A Framework for Automated Construction of Building Models from Airborne LiDAR Measurements. 563-585.Web of Science: 000473346700019
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2018Classifier Fusion by Judgers on Spark Clusters for Multimedia Big Data Classification. 91-108.Full Text via DOI: 10.1007/978-3-319-56157-8_5 Web of Science: 000457159200005
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2017Discriminative Learning-Assisted Video Semantic Concept Classification. 31-49.Full Text via DOI: 10.1201/b12697-4
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2014Large-Scale Correlation- Based Semantic Classification Using MapReduce. 169-190.Full Text via DOI: 10.1201/b16614-9
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2014Large-Scale Correlation-Based Semantic Classification Using MapReduce. 169-190.Web of Science: 000357215800010
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2013Hybrid query refinement: A strategy for a distance based index structure to refine multimedia queries. 131-150.Full Text via DOI: 10.4018/978-1-4666-2940-0.ch007
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2013Discriminative Learning-Assisted Video Semantic Concept Classification. 31-49.Web of Science: 000354055900003
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2012Integrating geographic and meteorological data for storm surge planning. 273-292.Full Text via DOI: 10.1007/978-3-7091-0738-6_13
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2012Methods and Innovations for Multimedia Database Content Management Preface. XV-XXIV.Web of Science: 000416469800001
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2012Multimedia Databases and Data Management: A Survey. 1-11.Full Text via DOI: 10.4018/978-1-4666-1791-9.ch0011 Web of Science: 000416469800002
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2011Integrating Geographic and Meteorological Data for Storm Surge Planning. 273-292.Full Text via DOI: 10.1007/978-3-7091-0738-6_13
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2010User Adaptive Video Retrieval on Mobile Devices. 488-509.Full Text via DOI: 10.1002/9780470579398.ch21
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2009MMIR: An advanced content-based image retrieval system using a hierarchical learning framework. 371-387.Full Text via DOI: 10.4018/978-1-60566-174-2.ch016
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2008A multimedia-based threat management and information security framework. 509-527.Full Text via DOI: 10.4018/978-1-59904-953-3.ch038
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2008A stochastic content-based image retrieval mechanism. 1553-1568.Full Text via DOI: 10.4018/978-1-59904-953-3.ch111
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2008A Multimedia-Based Threat Management and Information Security Framework. 1378-1395.Full Text via DOI: 10.4018/978-1-59904-937-3.ch093
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2007Video event mining via multimodal content analysis and classification. 234-258.Full Text via DOI: 10.1007/978-1-84628-799-2_12
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2006MMIR: An advanced content-based image retrieval system using a hierarchical learning framework. 103-120.Full Text via DOI: 10.4018/978-1-59140-941-1.ch005
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2005A multimedia-based threat management and information security framework. 215-240.Full Text via DOI: 10.4018/978-1-59140-588-7.ch011
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2005Principal Component-based Anomaly Detection Scheme. 311-329.Full Text via DOI: 10.1007/11539827_18
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Conference
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2021Data-Driven In-Crisis Community Identification for Disaster Response and Management. 96-104.Full Text via DOI: 10.1109/CIC52973.2021.00021 Web of Science: 000799468500011
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2021Generalized Structure for Adaptable Immersive Learning Environments. 294-301.Full Text via DOI: 10.1109/IRI51335.2021.00047
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2021Hierarchical Multimodal Fusion Network with Dynamic Multi-task Learning. 208-214.Full Text via DOI: 10.1109/IRI51335.2021.00034
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2021Multimodal Data Integration for Interactive and Realistic Avatar Simulation in Augmented Reality. 362-369.Full Text via DOI: 10.1109/IRI51335.2021.00056
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2021Weakly-Supervised Damaged Building Localization and Assessment with Noise Regularization. 8-14.Full Text via DOI: 10.1109/MIPR51284.2021.00009
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2020A Water Quality Research Platform for the Near-real-time Buoy Sensor Data. 287-294.Full Text via DOI: 10.1109/IRI49571.2020.00048 Web of Science: 000635425100040
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2020Multi-Label Multi-Task Learning with Dynamic Task Weight Balancing. 245-252.Full Text via DOI: 10.1109/IRI49571.2020.00042 Web of Science: 000635425100034
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2020Assessing Building Damage by Learning the Deep Feature Correspondence of Before and After Aerial Images. 43-48.Full Text via DOI: 10.1109/MIPR49039.2020.00017 Web of Science: 000621665600009
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2020Confidence Estimation Using Machine Learning in Immersive Learning Environments. 247-252.Full Text via DOI: 10.1109/MIPR49039.2020.00058 Web of Science: 000621665600050
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2020Evolutionary Programming based Deep Feature and Model Selection for Visual Data Classification. 61-66.Full Text via DOI: 10.1109/MIPR49039.2020.00020 Web of Science: 000621665600012
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2020Multi-task Multimodal Learning for Disaster Situation Assessment. 209-212.Full Text via DOI: 10.1109/MIPR49039.2020.00050 Web of Science: 000621665600042
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2020Challenges in Energy-Efficient Deep Neural Network Training with FPGA. 1602-1611.Full Text via DOI: 10.1109/CVPRW50498.2020.00208 Web of Science: 000788279001086
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2019UNCONSTRAINED FLOOD EVENT DETECTION USING ADVERSARIAL DATA AUGMENTATION. 155-159.Web of Science: 000521828600031
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2019A Framework for Airfare Price Prediction: A Machine Learning Approach. 200-207.Full Text via DOI: 10.1109/IRI.2019.00041 Web of Science: 000635408000027
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2019A Power Efficient Neural Network Implementation on Heterogeneous FPGA and GPU Devices. 193-199.Full Text via DOI: 10.1109/IRI.2019.00040 Web of Science: 000635408000026
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2019Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. 283-290.Full Text via DOI: 10.1109/IRI.2019.00052 Web of Science: 000635408000038
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2019Genetic Algorithm based Deep Learning Model Selection for Visual Data Classification. 127-134.Full Text via DOI: 10.1109/IRI.2019.00032 Web of Science: 000635408000018
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20192019 IEEE 20th International Conference on Information Reuse and Integration for Data Science Foreword. xiii.Full Text via DOI: 10.1109/IRI.2019.00005
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2019ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. 1267-1276.Full Text via DOI: 10.1109/CVPRW.2019.00166 Web of Science: 000569983600160
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2019Residual Attention-based Fusion for Video Classification. 478-480.Full Text via DOI: 10.1109/CVPRW.2019.00064 Web of Science: 000569983600058
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2019A Multi-label Multimodal Deep Learning Framework for Imbalanced Data Classification. 199-204.Full Text via DOI: 10.1109/MIPR.2019.00043 Web of Science: 000493730600036
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2018Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. 444-451.Full Text via DOI: 10.1109/IRI.2018.00071 Web of Science: 000442457000063
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2018Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. 386-393.Full Text via DOI: 10.1109/IRI.2018.00064 Web of Science: 000442457000056
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2018Ontology-Based Supervised Concept Learning for the Biogeochemical Literature. 402-410.Full Text via DOI: 10.1109/IRI.2018.00066 Web of Science: 000442457000058
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2018Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. 436-443.Full Text via DOI: 10.1109/IRI.2018.00070 Web of Science: 000442457000062
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2018Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. 112-117.Full Text via DOI: 10.1109/MIPR.2018.00027 Web of Science: 000467088100019
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2018Sequential Deep Learning for Disaster-Related Video Classification. 106-111.Full Text via DOI: 10.1109/MIPR.2018.00026 Web of Science: 000467088100018
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2017Foreword IRI 2017. xiii.
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2017DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning. 181-189.Full Text via DOI: 10.1109/CIC.2017.00033 Web of Science: 000427508000022
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2017AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter. 356-365.Full Text via DOI: 10.1109/IRI.2017.25 Web of Science: 000426980200046
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2017Comparison of Visual Datasets for Machine Learning. 346-355.Full Text via DOI: 10.1109/IRI.2017.59 Web of Science: 000426980200045
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2017Cyber-Secure UAV Communications using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution. 9-15.Full Text via DOI: 10.1109/IRI.2017.56 Web of Science: 000426980200002
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2017FA-MCADF: Feature Affinity based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. 198-206.Full Text via DOI: 10.1109/IRI.2017.20 Web of Science: 000426980200027
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2017Toward Semantic Search for the Biogeochemical Literature. 517-525.Full Text via DOI: 10.1109/IRI.2017.49 Web of Science: 000426980200067
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2017AN EFFICIENT DEEP RESIDUAL-INCEPTION NETWORK FOR MULTIMEDIA CLASSIFICATION. 373-378.Web of Science: 000426984300062
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2017A 3D Virtual Environment for Storm Surge Flooding Animation. 244-245.Full Text via DOI: 10.1109/BigMM.2017.54 Web of Science: 000419853200047
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2017A Video-aided Semantic Analytics System for Disaster Information Integration. 242-243.Full Text via DOI: 10.1109/BigMM.2017.31 Web of Science: 000419853200046
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2017MCA-NN: Multiple Correspondence Analysis based Neural Network for Disaster Information Detection. 268-275.Full Text via DOI: 10.1109/BigMM.2017.30 Web of Science: 000419853200053
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2017T-LRA: Trend-based Learning Rate Annealing for Deep Neural Networks. 50-57.Full Text via DOI: 10.1109/BigMM.2017.36 Web of Science: 000419853200009
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2016Semantic Event Detection Using Ensemble Deep Learning. 203-208.Full Text via DOI: 10.1109/ISM.2016.121 Web of Science: 000399166000038
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2016Semantic Event Detection Using Ensemble Deep Learning. 203-208.Full Text via DOI: 10.1109/ism.2016.0048
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2016DI-DAP:An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management. 1593-1602.Full Text via DOI: 10.1145/2983323.2983355 Web of Science: 000390890800164
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2016A Classifier Ensemble Framework for Multimedia Big Data Classification. 615-622.Full Text via DOI: 10.1109/IRI.2016.88 Web of Science: 000391397100080
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2016A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model. 324-331.Full Text via DOI: 10.1109/IRI.2016.50 Web of Science: 000391397100041
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2016Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model. 441-447.Full Text via DOI: 10.1109/IRI.2016.65 Web of Science: 000391397100056
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2016Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. 601-608.Full Text via DOI: 10.1109/IRI.2016.87 Web of Science: 000391397100078
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2016GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social aspects for Personalized POI Recommendation. 94-101.Full Text via DOI: 10.1109/IRI.2016.20 Web of Science: 000391397100011
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2016Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management. 556-564.Full Text via DOI: 10.1109/IRI.2016.82 Web of Science: 000391397100073
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2016
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2015Deep Learning for Imbalanced Multimedia Data Classification. 483-488.Full Text via DOI: 10.1109/ISM.2015.126 Web of Science: 000380448900097
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2015Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification. 288-295.Full Text via DOI: 10.1109/CIC.2015.40 Web of Science: 000380397300036
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2015City Recorder: Virtual City Tour Using Geo-Referenced Videos. 281-286.Full Text via DOI: 10.1109/IRI.2015.53 Web of Science: 000380459500040
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2015Ensemble Learning from Imbalanced Data Set for Video Event Detection. 82-89.Full Text via DOI: 10.1109/IRI.2015.23 Web of Science: 000380459500012
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2015Gaussian Mixture Model-based Subspace Modeling for Semantic Concept Retrieval. 258-265.Full Text via DOI: 10.1109/IRI.2015.50 Web of Science: 000380459500037
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2015Negative-based Sampling for Multimedia Retrieval. 64-71.Full Text via DOI: 10.1109/IRI.2015.20 Web of Science: 000380459500009
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20152015 IEEE International Conference on Information Reuse and Integration FOREWORD. 01-01.Full Text via DOI: 10.1109/iri.2015.5
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2015Multimedia Big Data. 93-95.Full Text via DOI: 10.1109/MMUL.2015.61 Web of Science: 000359560500010
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2015Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos. 64-71.Full Text via DOI: 10.1109/BigMM.2015.88 Web of Science: 000380492700013
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2015Utilizing Indirect Associations in Multimedia Semantic Retrieval. 72-79.Full Text via DOI: 10.1109/BigMM.2015.89 Web of Science: 000380492700014
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2015FC-MST: Feature Correlation Maximum Spanning Tree for Multimedia Concept Classification. 276-283.Web of Science: 000380479200050
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2015Integrated Execution Framework for Catastrophe Modeling. 201-207.Web of Science: 000380479200037
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2015Correlation-based deep learning for multimedia semantic concept detection. 473-487.Full Text via DOI: 10.1007/978-3-319-26187-4_43
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2015Moving video mapper and city recorder with geo-referenced videos. 324-331.Full Text via DOI: 10.1007/978-3-319-26187-4_30
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2015Welcome message from the general chairs. viii-ix.
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2014A Web-Based Task-Tracking Collaboration System for the Florida Public Hurricane Loss Model. 304-311.Full Text via DOI: 10.4108/icst.collaboratecom.2014.257662 Web of Science: 000380476700033
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2014A Bipartite-Graph Based Approach for Disaster Susceptibility Comparisons among Cities. 593-599.Web of Science: 000380450500080
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2014Correlation-based Re-ranking for Semantic Concept Detection. 765-770.Web of Science: 000380450500103
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2014Generating Textual Storyline to Improve Situation Awareness in Disaster Management. 585-592.Web of Science: 000380450500079
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2014Optimizing Online Spatial Data Analysis with Sequential Query Patterns. 253-260.Web of Science: 000380450500034
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2014The 2014 IEEE international conference on information reuse and integration: Forward. xiv.Full Text via DOI: 10.1109/IRI.2014.7051722
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2013A Multi-Pass Generation of DEM for Urban Planning. 543-548.Full Text via DOI: 10.1109/CLOUDCOM-ASIA.2013.24 Web of Science: 000355658800082
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2013An Automatic Object Retrieval Framework for Complex Background. 374-377.Full Text via DOI: 10.1109/ISM.2013.71 Web of Science: 000351204700060
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2013Efficient Content-based Multimedia Retrieval Using Novel Indexing Structure in PostgreSQL. 500-501.Full Text via DOI: 10.1109/ISM.2013.96 Web of Science: 000351204700085
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2013Building multi-model collaboration in detecting multimedia semantic concepts. 205-212.Full Text via DOI: 10.4108/icst.collaboratecom.2013.254110
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2013Searching Similar Segments over Textual Event Sequences. 329-338.Full Text via DOI: 10.1145/2505515.2505762 Web of Science: 000722225900037
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2013A GUI based LIDAR data processing system for model generation and mapping. 40-43.Full Text via DOI: 10.1145/2534931.2534934
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2013A cluster-based morphological filter for geospatial data analysis. 1-7.Full Text via DOI: 10.1145/2534921.2534922
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2013Efficiently integrating MapReduce-based computing into a Hurricane Loss Projection model. 402-407.Full Text via DOI: 10.1109/IRI.2013.6642499
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2013The 2013 IEEE International conference on information reuse and integration: Forward. 12.Full Text via DOI: 10.1109/IRI.2013.6642432
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2012Disaster Image Filtering and Summarization Based on Multi-layered Affinity Propagation. 100-103.Full Text via DOI: 10.1109/ISM.2012.28 Web of Science: 000317430600019
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2012MADIS: A Multimedia-Aided Disaster Information Integration System for Emergency Management. 233-241.Full Text via DOI: 10.4108/icst.collaboratecom.2012.250525 Web of Science: 000399722200026
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2012
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2012
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2012The 2012 IEEE international conference on information reuse and integration Forward. 13.Full Text via DOI: 10.1109/IRI.2012.6302969
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2011A visual analytics multimedia mobile system for emergency response. 337-338.Full Text via DOI: 10.1109/ISM.2011.61
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2011AH +-tree: An efficient multimedia indexing structure for similarity queries. 69-76.Full Text via DOI: 10.1109/ISM.2011.20
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2011Moving object detection under object occlusion situations in video sequences. 271-278.Full Text via DOI: 10.1109/ISM.2011.50
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2011Data Management Support via Spectrum Perturbation-based Subspace Classification in Collaborative Environments. 67-76.Full Text via DOI: 10.4108/icst.collaboratecom.2011.247202 Web of Science: 000399721900009
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2011Applying data mining techniques to address disaster information management challenges on mobile devices. 283-291.Full Text via DOI: 10.1145/2020408.2020457
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2011Within and Between Shot Information Utilisation in Video Key Frame Extraction. 247-259.Full Text via DOI: 10.1142/S0219649211002961 Web of Science: 000211022400004
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2011Effective Supervised Discretization for Classification based on Correlation Maximization. 390-395.Web of Science: 000298749600070
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2011Hierarchical Disaster Image Classification for Situation Report Enhancement. 181-186.Web of Science: 000298749600034
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2011Assessment of hurricane risk and estimates of insured losses using catastrophe modeling. 1645-1648.Web of Science: 000392245603017
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2011Panel: Converting Innovation to Commercialization: Information Re-Use from the Research Sector to the Public Sector. xxvi-xxvii.Full Text via DOI: 10.1109/iri.2011.6009504
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2010Histology image classification using supervised classification and multimodal fusion. 145-152.Full Text via DOI: 10.1109/ISM.2010.29
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2010A three-dimensional geographic and storm surge data integration system for evacuation planning. 181-188.Full Text via DOI: 10.1109/IRI.2010.5558942
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2010Integration of global and local information in videos for key frame extraction. 171-176.Full Text via DOI: 10.1109/IRI.2010.5558944
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2010Feature Selection Using Correlation and Reliability Based Scoring Metric for Video Semantic Detection. 462-469.Full Text via DOI: 10.1109/ICSC.2010.65 Web of Science: 000407136100078
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2010Panel title: Critical need for funding of basic and applied research in large-scale computing. 1-1.Full Text via DOI: 10.1109/iri.2010.5558979
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2010MUST 2010: Welcome message from workshop organizers: FutureTech 2010Full Text via DOI: 10.1109/FUTURETECH.2010.5482637
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2010Message from the General Co-Chairs and Conference Co-Chairs. xii-xii.Full Text via DOI: 10.1109/icsc.2010.4
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2009A 3-D Traffic Animation System with Storm Surge Response. 257-+.Full Text via DOI: 10.1109/ISM.2009.95 Web of Science: 000288888100039
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2009Enhancing Concept Detection by Pruning Data with MCA-based Transaction Weights. 304-+.Full Text via DOI: 10.1109/ISM.2009.125 Web of Science: 000288888100046
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2009PIRE: A global living laboratory for cyberinfrastructure application enablement. 64-69.Full Text via DOI: 10.1145/1565799.1565814
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2009Correlation-based Interestingness Measure for Video Semantic Concept Detection. 120-+.Web of Science: 000274330000023
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2009Knowledge Acquisition from Corresponding Domain Knowledge Transformations. 175-+.Web of Science: 000274330000033
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2009Supervised Multi-class Classification with Adaptive and Automatic Parameter Tuning. 433-+.Web of Science: 000274330000081
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200910th-year anniversary keynote presentation on information reuse and integration. xi-xii.Full Text via DOI: 10.1109/iri.2009.5211628
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2009Critical need for funding of basic and applied research in large-scale computing. xviii-xviii.Full Text via DOI: 10.1109/iri.2009.5211631
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2009VIDEO SEMANTIC CONCEPT DETECTION VIA ASSOCIATIVE CLASSIFICATION. 418-+.Web of Science: 000277357000103
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2009Automatic 3D Building Reconstruction from Airborne LiDAR Measurements. 483-+.Web of Science: 000270972300082
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2008Correlation-based Video Semantic Concept Detection using Multiple Correspondence Analysis. 316-+.Full Text via DOI: 10.1109/ISM.2008.111 Web of Science: 000279626000047
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2008GeM-Tree: Towards a Generalized Multidimensional Index Structure Supporting Image and Video Retrieval. 631-636.Full Text via DOI: 10.1109/ISM.2008.96 Web of Science: 000279626000100
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2008Semi-supervised metric learning by maximizing constraint margin. 1457-1458.Full Text via DOI: 10.1145/1458082.1458331
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2008An effective multi-concept classifier for video streams. 80-87.Full Text via DOI: 10.1109/ICSC.2008.72
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2008Towards a self-configurable weather research and forecasting system. 195-196.Full Text via DOI: 10.1109/ICAC.2008.17
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2008IPS/UMS/WNGS/MUS 2008 workshop message from the workshop organizers MUE 2008Full Text via DOI: 10.1109/MUE.2008.8
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2008Effective feature space reduction with imbalanced data for semantic concept detection. 262-269.Full Text via DOI: 10.1109/SUTC.2008.66
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2008Modeling Human Cognition Using a Transformational Knowledge Architecture. 58-+.Web of Science: 000265213000011
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2008Modeling human cognition using a transformational knowledge architecture. 1-6.Full Text via DOI: 10.1109/sysose.2008.4724141
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2008MRBAC: Hierarchical role management and security access control for distributed multimedia systems. 76-+.Full Text via DOI: 10.1109/ISORC.2008.41 Web of Science: 000256430300009
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2008Panel: The role of information search and retrieval in economic stimulation. xii-xii.Full Text via DOI: 10.1109/iri.2008.4582991
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2008The 2008 IEEE International Conference on Information Reuse and Integration: Forward. 2.Full Text via DOI: 10.1109/IRI.2008.4582986
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2007Animating tree branch breaking and flying effects for a 3D interactive visualization system for hurricanes and storm surge flooding. 335-+.Full Text via DOI: 10.1109/ISM.Workshops.2007.63 Web of Science: 000253974200057
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2007Geodesic search and retrieval of semi-structured databases. 3396-3401.Full Text via DOI: 10.1109/ICSMC.2007.4413649
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2007Geodesic search and retrieval of semi-structured databases. 440-+.Web of Science: 000255016300077
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2007ASIC: Supervised multi-class classification using adaptive selection of information components. 527-+.Full Text via DOI: 10.1109/ICSC.2007.52 Web of Science: 000250994500065
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2007Semantic event extraction using neural network ensembles. 575-+.Full Text via DOI: 10.1109/ICSC.2007.75 Web of Science: 000250994500071
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2007Network Intrusion Detection through Adaptive Sub-Eigenspace Modeling in Multiagent SystemsFull Text via DOI: 10.1145/1278460.1278463 Web of Science: 000207029200003
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2007Automated multimedia systems training using association rule mining. 373-+.Web of Science: 000250559700062
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2007Video event detection with combined distance-based and rule-based data mining techniques. 2026-+.Web of Science: 000252357704056
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2007Video semantic concept discovery using multimodal-based association classification. 859-+.Web of Science: 000252357701103
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2007A graph reduction method for 2D snake problems. 353-+.Web of Science: 000250382800048
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2007A NOVEL INDEXING AND ACCESS MECHANISM USING AFFINITY HYBRID TREE FOR CONTENT-BASED IMAGE RETRIEVAL IN MULTIMEDIA DATABASES. 147-170.Full Text via DOI: 10.1142/S1793351X07000093 Web of Science: 000217076200002
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2007Hierarchical temporal association mining for video event detection in video databases. 137-+.Full Text via DOI: 10.1109/ICDEW.2007.4400983 Web of Science: 000254288100016
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2006
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2006Exciting event detection using multi-level multimodal descriptors and data classification. 193-200.Web of Science: 000245607500025
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2006UNPCC: A novel unsupervised classification scheme for network intrusion detection. 743-750.Full Text via DOI: 10.1109/ICTAI.2006.115
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2006
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2006T2K2: A type II kaser. 147-+.Web of Science: 000242108800027
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2006Probabilistic semantic network-based image retrieval using MMM and relevance feedback. 131-147.Full Text via DOI: 10.1007/s11042-006-0023-5 Web of Science: 000240363500002
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2006Principal component-based anomaly detection scheme. 311-+.Web of Science: 000235303500018
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2006The 2006 IEEE international conference on information reuse and integration: Forward. 7.Full Text via DOI: 10.1109/IRI.2006.252371
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2005Neural network based framework for goal event detection in soccer videos. 21-28.Web of Science: 000236222800006
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2005A multi-buffer scheduling scheme for video streaming. 1218-1221.Full Text via DOI: 10.1109/ICME.2005.1521647
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2005A multiple instance learning approach for content based image retrieval using one-class support vector machine. 1142-1145.Full Text via DOI: 10.1109/ICME.2005.1521628
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2005Collaborative filtering by mining association rules from user access sequences. 128-133.Full Text via DOI: 10.1109/WIRI.2005.14
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2005Handling missing values via decomposition of the conditioned set. 199-204.Full Text via DOI: 10.1109/IRI-05.2005.1506473
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2005On the inherent necessity of heuristic proofs. 3890-3896.
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2005Data integration for capital projects via community-specific conceptual representations. 144-148.Web of Science: 000232402700025
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2005Tree animation for a 3D interactive visualization system for hurricane impacts. 598-601.Full Text via DOI: 10.1109/ICME.2005.1521494 Web of Science: 000234623800150
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2005A Hybrid Integration Strategy: Community Specific, Context-Medidated and Process-Oriented. 1-9.Full Text via DOI: 10.1061/40794(179)114
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2005Guest editorial: Introduction to the special issue. 151-152.Full Text via DOI: 10.1007/s11042-005-0449-1 Web of Science: 000229508100001
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2005An enhanced query model for soccer video retrieval using temporal relationships. 1133-1134.Web of Science: 000229594000136
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2005Handling Nominal Features in Anomaly Intrusion Detection Problems. 1-8.Full Text via DOI: 10.1109/ride.2005.10
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2004
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2004A reliable web-based system for hurricane analysis and simulation. 5215-5220.Web of Science: 000226863300878
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2004A decision tree-based multimodal data mining framework for soccer goal detection. 265-268.Full Text via DOI: 10.1109/ICME.2004.1394176 Web of Science: 000225567800067
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2004A novel rate-based hop by hop congestion control algorithm. 245-248.Full Text via DOI: 10.1109/ICME.2004.1394171 Web of Science: 000225567800062
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2004Multiple object retrieval for image databases using multiple instance learning and relevance feedback. 775-778.Full Text via DOI: 10.1109/ICME.2004.1394315 Web of Science: 000225567800199
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2004A unified framework for image database clustering and content-based retrieval. 19-27.Full Text via DOI: 10.1145/1032604.1032609
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2004Affinity relation discovery in image database clustering and content-based retrieval. 372-375.Full Text via DOI: 10.1145/1027527.1027614
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2003Adaptive background learning for vehicle detection and spatio-temporal tracking. 797-801.Web of Science: 000222026600163
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2003PixSO: A system for video shot detection. 1320-1324.Web of Science: 000222026600272
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2003Field-effect natural language semantic mapping. 2483-2487.
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2003Component-based design and integration of a distributed multimedia management system. 485-492.Full Text via DOI: 10.1109/IRI.2003.1251455 Web of Science: 000189158700067
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2003Damage pattern mining in hurricane image databases. 227-234.Full Text via DOI: 10.1109/IRI.2003.1251418 Web of Science: 000189158700031
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2003Information reuse and system integration in the development of a hurricane simulation system. 535-542.Full Text via DOI: 10.1109/IRI.2003.1251462 Web of Science: 000189158700074
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2003Spatial data accesses with semantic R-trees. 584-587.Web of Science: 000187061500146
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2003A three-tier system architecture design and development for hurricane occurrence simulation. 113-117.Full Text via DOI: 10.1109/ITRE.2003.1270584 Web of Science: 000189045900024
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2003A real-time 3D animation environment for storm surge. 705-708.Web of Science: 000184737900177
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2003
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2003An adaptive multimedia transmission protocol for distributed multimedia applications. 537-542.Web of Science: 000183257600084
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2003
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2003An affinity-based image retrieval system for multimedia authoring and presentation. 446-447.Full Text via DOI: 10.1145/957102.957105
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2003An affinity-based image retrieval system for multimedia authoring and presentation. 446-447.Full Text via DOI: 10.1145/957013.957105
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2003Ensuring Fairness in Multimedia Multicast Streaming with Optimal Rate Allocation and Client Buffer Utilization. iii-353-iii-356.Full Text via DOI: 10.1109/icme.2003.1221321
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2003Facilitating KMS reusability by XML binding model. 478-484.Full Text via DOI: 10.1109/IRI.2003.1251454
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2003Image database retrieval utilizing affinity relationships. 78-85.Full Text via DOI: 10.1145/951676.951691
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2003MMM: A stochastic mechanism for image database queries. 188-195.Full Text via DOI: 10.1109/MMSE.2003.1254441
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2003Per-Class Queue Management and Adaptive Packet Drop Mechanism for Multimedia Networking. iii-365-iii-368.Full Text via DOI: 10.1109/icme.2003.1221324
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2002A Stochastic model for content-based image retrieval. 229-236.Web of Science: 000181472200029
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2002A novel hierarchical approach to image retrieval using color and spatial information. 175-182.Web of Science: 000181472200023
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2002A multimedia semantic model for RTSP-based multimedia presentation systems. 124-131.Web of Science: 000180301700016
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2002
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2002Scene change detection by audio and video clues. A365-A368.Web of Science: 000178771600323
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2002Streaming SMIL presentations via a multimedia semantic model. 919-922.Web of Science: 000179331800213
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2002Optimal bandwidth allocation scheme with delay awareness in multimedia transmission. 537-540.Full Text via DOI: 10.1109/ICME.2002.1035837
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2002Self-adjusted network transmission for multimedia data. 128-133.Full Text via DOI: 10.1109/ITCC.2002.1000373
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2001Supporting information reuse for video data indexing by using color information. 92-96.Web of Science: 000179344300016
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2001An adaptive optimal multimedia network transmission control scheme. 1042-1047.Web of Science: 000174348000141
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2001An unsupervised segmentation framework for texture image queries. 569-573.Full Text via DOI: 10.1109/CMPSAC.2001.960669 Web of Science: 000172264100086
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2001An intelligent framework for spatio-temporal vehicle tracking. 213-218.Full Text via DOI: 10.1109/ITSC.2001.948658 Web of Science: 000171438500039
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2001A flexible image retrieval and multimedia presentation management system for multimedia databases. 601-602.Full Text via DOI: 10.1145/500249.500255
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2001A flexible image retrieval and multimedia presentation management system for multimedia databases. 601-602.Full Text via DOI: 10.1145/500141.500255
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2001Optimal resource utilization in multimedia transmission. 673-676.Full Text via DOI: 10.1109/ICME.2001.1237810
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2001Video scene change detection method using unsupervised segmentation and object tracking. 56-59.Full Text via DOI: 10.1109/ICME.2001.1237654
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2000Object tracking and multimedia augmented transition network for video indexing and modeling. 250-257.Full Text via DOI: 10.1109/TAI.2000.889878 Web of Science: 000165966400040
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2000Knowledge management for database interoperability. 23-26.Web of Science: 000179773500006
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2000On database integration over intelligent networks. 70-75.Web of Science: 000179773500015
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2000The architecture for semantic data access to heterogeneous information sources. 134-139.Web of Science: 000179247600031
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2000Modeling interactive multimedia presentation systems using augmented transition networks. A643-A646.Web of Science: 000179698300429
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2000An indexing and searching structure for multimedia database systems. 262-270.Web of Science: 000085028500026
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2000A high-performance web-based system design for spatial data accesses. 33-38.Full Text via DOI: 10.1145/355274.355279
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1999Discovering quasi-equivalence relationships from database systems. 102-108.Full Text via DOI: 10.1145/319950.319963
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Editorial Material
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2018Best Paper and Best Department Article Recognition. 5-6.Full Text via DOI: 10.1109/MMUL.2018.023121159
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Note
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Other Scholarly Work
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2022Multimedia Research Toward the Metaverse. 125-127.Full Text via DOI: 10.1109/MMUL.2022.3156185 Web of Science: 000803109900021
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2021Multimedia Data Analysis With Edge Computing. 5-7.Full Text via DOI: 10.1109/MMUL.2021.3124292 Web of Science: 000728190900008
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2021Multimedia in Virtual Reality and Augmented Reality. 5-7.Full Text via DOI: 10.1109/MMUL.2021.3086275 Web of Science: 000672657600001
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2020Momentous Years of Recognition. 5-5.Full Text via DOI: 10.1109/MMUL.2020.3034738 Web of Science: 000608433300001
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2019Impact and Award. 5-6.Full Text via DOI: 10.1109/MMUL.2019.2951350 Web of Science: 000510707800001
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2019Multimedia for Autonomous Driving. 5-8.Full Text via DOI: 10.1109/MMUL.2019.2935397 Web of Science: 000484210400001
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2019Is Artificial Intelligence New to Multimedia?. 5-7.Full Text via DOI: 10.1109/MMUL.2019.2914982 Web of Science: 000471721800001
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2019Multimedia Deep Learning. 5-7.Full Text via DOI: 10.1109/MMUL.2019.2897471 Web of Science: 000462444700001
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2018Introduction to the Special Issue on Multimedia Big Data for Extreme Events. 2547-2550.Full Text via DOI: 10.1109/TMM.2018.2866006 Web of Science: 000444903000001
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2018Multimedia for Disaster Information Management. 5-7.Web of Science: 000454286500001
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2018Weighted subspace modeling for semantic concept retrieval using gaussian mixture models(vol 18, pg 877, 2016). 417-417.Full Text via DOI: 10.1007/s10796-016-9684-4 Web of Science: 000430405200015
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2016Guest Editorial: Large-scale Multimedia Data Management: Techniques and Applications. 15341-15346.Full Text via DOI: 10.1007/s11042-016-3806-3 Web of Science: 000388121700014
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2016Guest Editorial: Pervasive Multimedia Computing-Systems Applications and Services. 14015-14017.Full Text via DOI: 10.1007/s11042-016-3826-z Web of Science: 000386775500001
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2015Emerging Multimedia Research and Applications. 11-13.Full Text via DOI: 10.1109/MMUL.2015.84 Web of Science: 000365298400003
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2015Multimedia: The Biggest Big Data. 1401-1403.Full Text via DOI: 10.1109/TMM.2015.2459331 Web of Science: 000359583000001
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20133D video representation and design for ubiquitous environments. 1-6.Full Text via DOI: 10.1007/s11042-013-1540-7 Web of Science: 000322787800001
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2011PREFACE TO SPECIAL SECTION ON INTELLIGENT MULTIMEDIA SYSTEM AND DATA MANAGEMENT FOR UBI-COM. 413-417.Web of Science: 000293993000001
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2010ACM/Springer Mobile Networks and Applications (MONET) Special Issue on "Advanced Mobile Applications and Intelligent Multimedia systems for Ubi-Com". 475-476.Full Text via DOI: 10.1007/s11036-010-0234-x Web of Science: 000278942100001
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2010Special issue on emerging multimedia applications. 347-351.Full Text via DOI: 10.1007/s11042-009-0428-z Web of Science: 000275800200001
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2009GUEST EDITORS' INTRODUCTION. 395-397.Full Text via DOI: 10.1142/S1793351X09000859 Web of Science: 000214227200001
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2009Forward to the Special Issue on Information Reuse and Integration. 377-378.Full Text via DOI: 10.1109/TSMCC.2009.2020952 Web of Science: 000267063800001
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2009GUEST EDITORS' INTRODUCTION. 151-153.Full Text via DOI: 10.1142/S1793351X09000720 Web of Science: 000214225500001
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2009Intelligent and Pervasive Multimedia Systems Introduction. 14-15.Full Text via DOI: 10.1109/MMUL.2009.10 Web of Science: 000264132600007
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2009Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008 Introduction. 179-179.Full Text via DOI: 10.3233/ICA-2009-0319 Web of Science: 000267820300001
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2008GUEST EDITORS' INTRODUCTION. 161-163.Full Text via DOI: 10.1142/S1793351X08000427 Web of Science: 000214215300001
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2007Introduction to the special issue on distributed adaptation, representation and processing of multimedia information. 1-3.Full Text via DOI: 10.1007/s11042-006-0097-0 Web of Science: 000245133800001
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2006Introduction to the special issue on multimedia databases. 636-637.Full Text via DOI: 10.1016/j.is.2005.12.002 Web of Science: 000240782100007
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2006Introduction to the special issue on IEEE Multimedia Software Engineering 2004. 467-467.Full Text via DOI: 10.1007/s00530-006-0018-0 Web of Science: 000238024500006
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2006A 3D visualization system for hurricane storm-surge flooding. 18-25.Full Text via DOI: 10.1109/MCG.2006.4 Web of Science: 000234355200005
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2003Special issue: Special issue on selected papers from ACMGIS 2002 - Introduction to the special issue. 175-177.Full Text via DOI: 10.1023/A:1025136530223 Web of Science: 000184652400001
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2002Mining user access behavior on the WWW. 1717-1722.Web of Science: 000177404200298
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Review
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2020Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification. 1053-1066.Full Text via DOI: 10.1007/s10796-020-10023-6 Web of Science: 000543317600001
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Works By Students
chaired theses and dissertations
- Zeng, Chunqiu, Large Scale Data Mining for IT Service Management 2016
- Ha, Hsin-Yu, Integrating Deep Learning with Correlation-based Multimedia Semantic Concept Detection 2015
- Yang, Yimin, Exploring Hidden Coherent Feature Groups and Temporal Semantics for Multimedia Big Data Analysis 2015
- Cui, Zheng, A Generalized Adaptive Mathematical Morphological Filter for LIDAR Data 2013
- Chatterjee, Kasturi, A generalized multidimensional index structure for multimedia data to support content-based similarity searches in a collaborative search environment 2010
- Chen, Min, Knowledge assisted data management and retrieval in multimedia database sistems 2007
- Bhatnagar, Arpit, Internet Protocol (IP) design and implementation for efficient mobility to devices in wireless networks 2004
- D'Cunha, Cassian, A molecular simulation study of the utility of methyl groups as probes of protein packing and flexibility and maintaining the computational environment for computational biomolecular research 2003
- Chen, Xiaoming, Multimedia presentation authoring and browsing in multimedia database systems 2002
- Cui, Zheng, Management, retrieval, and visualization of spatial data from airborne light detection and ranging system (LIDAR) survey 2001
- Chen, Qiong, A flexible multimedia query and presentation interface for multimedia database systems 2001
Research
principal investigator on
- A Research and Educational Framework to Advance Disaster Information Management in Computer Science PhD Programs awarded by U.S. Department of Homeland Security 2011 - 2016
- SCC-IRG JST: Multimodal Data Analytics and Integration for Effective COVID-19, Pandemics and Compound Disaster Response and Management awarded by National Science Foundation 2021 - 2024
- Island Population Responses to Environmental Stresses awarded by National Science Foundation 2021 - 2022
- SCC-PG: JST: Multimodal Data Analytics and Integration for Emergency Response and Disaster Management awarded by National Science Foundation 2020 - 2022
- Puerto Rico Honey Bee and Preadaptation and Evolution of Invasive Organisms on Islands awarded by National Science Foundation 2019 - 2021
- BDD: Data-Driven Techniques to Address Critical Information Exchange Needs in Disaster Affected Public-Private Networks awarded by National Science Foundation 2015 - 2019
- A Data Mining Framework for Enhancing Emergency Response Situation Reports with Multi-Agency, Multi-Partner, Multimedia Data awarded by U.S. Department of Homeland Security 2010 - 2017
- A Research and Educational Framework to Advance Disaster Information Management in Computer Science PhD Programs awarded by U.S. Department of Homeland Security 2011 - 2016
- An Open Source Integrated Computing Infrastructure to Support the Life Cycle Design and Engineering of High Performance Building awarded by FIU Office of Research and Economic Deve 2011 - 2012
- Coordinated Damage Assessment awarded by U.S. Department of Homeland Security 2011 - 2012
- Subproject to Main Project OSRANbr 7886(212300522): Development of Improved Information Management Processes for FDOT Dispute Review Board System. awarded by Florida Department of Transportation 2008 - 2010
- Subproject for OSRANbr6359 (Dr. Hamid s Project) Hurricane Loss projection model awarded by Florida Department of Financial Services 2005 - 2009
co-principal investigator on
- Development and Evaluation of a General Drag Model for CFD Simulation of Gas-Solid Flows via Physics-Informed Deep Machine Learning awarded by U.S. Department of Energy 2020 - 2023
- CREST: Center for Aquatic Chemistry and the Environment CACE awarded by National Science Foundation 2016 - 2023
- Florida Public Hurricane Loss Model (FPHLM) awarded by Florida Office of Insurance Regulation 2020 - 2022
- RAPID: A Platform for Mitigating the Impacts of COVID-19 on the Healthcare System awarded by National Science Foundation 2020 - 2022
- RAISE: C-Accel Pilot - Track B1 (AI and Future Jobs): Preparing the Future Workforce of Architecture, Engineering, and Construction for Robotic Automation Processes awarded by National Science Foundation 2019 - 2021
- Florida Public Hurricane Loss Model Project Model Enhancements to Estimate Losses from Storm Surge and Flooding 2013-2014 awarded by Florida Office of Insurance Regulation 2013 - 2017
- FPHL Model Operation and Maintenance, and Model Upgrades awarded by Florida Office of Insurance Regulation 2013 - 2017
- CREST: Center for Innovative Information Systems Engineering awarded by National Science Foundation 2008 - 2016
- MRI: Development of An Integrated Geospatial Analytics Instrument awarded by National Science Foundation 2011 - 2016
- Florida Hurricane Catastrophe Fund Section I Ratemaking awarded by State Board Administration of Florida 2010 - 2015
- Collaborative Research: Center for Advanced Knowledge Enablement awarded by National Science Foundation 2008 - 2015
- PIRE: A Global Living Laboratory for Cyberinfrastructure Application Enablement awarded by National Science Foundation 2008 - 2014
- All-Hazard Disaster Situation Browser (ADSB) on Mobile D awarded by FIU Foundation 2011 - 2013
- A Computing Platform for Large-Scale Information Fusion and Data Mining awarded by Army Research Office 2012 - 2013
- Public Hurricane Loss Model awarded by Florida Department of Financial Services 2009 - 2013
- The Florida Hurricane Alliance Research Program - Round 1. awarded by National Oceanic and Atmospheric Admin 2004 - 2010
- Development of Improved Information Management Processes for FDOT Dispute Review Board System. awarded by Florida Department of Transportation 2008 - 2010
- Hurricane Loss Projection Model awarded by Florida Department of Financial Services 2005 - 2009
- Collaborative Research: Science of Search: Data Search, Analytics, and Architectures Center (DSAAC). awarded by National Science Foundation 2006 - 2009
subproject principal investigator on
- Florida Public Hurricane Loss Model (FPHLM) awarded by Florida Office of Insurance Regulation 2020 - 2022
- Florida Public Hurricane Loss Model (FPHLM) awarded by Florida Office of Insurance Regulation 2017 - 2020
- Florida Public Hurricane Loss Model Project Model Enhancements to Estimate Losses from Storm Surge and Flooding 2013-2014 awarded by Florida Office of Insurance Regulation 2013 - 2017
- FPHL Model Operation and Maintenance, and Model Upgrades awarded by Florida Office of Insurance Regulation 2013 - 2017
- Piloting disclosure of their status to youth living with HIV in Hispaniola awarded by Child Health and Human Development 2012 - 2015
- Public Hurricane Loss Model awarded by Florida Department of Financial Services 2009 - 2013
- The Florida Hurricane Alliance Research Program - Round 1. awarded by National Oceanic and Atmospheric Admin 2004 - 2010
investigator on
Videos
videos
Contact
full name
- Shu-Ching Chen
Identifiers
ORCID iD
- https://orcid.org/0000-0001-9209-390X (confirmed)
visualizations
publication subject areas
- Automation & Control Systems
- Biochemistry & Molecular Biology
- Biotechnology & Applied Microbiology
- Computer Science
- Engineering
- Environmental Sciences & Ecology
- Geochemistry & Geophysics
- Geology
- Imaging Science & Photographic Technology
- Information Science & Library Science
- Mathematical & Computational Biology
- Mathematics
- Meteorology & Atmospheric Sciences
- Physical Geography
- Remote Sensing
- Robotics
- Telecommunications
- Water Resources