Chen, Shu-Ching
Scholarly & Creative Works
selected publications
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Article
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2022Digital Assets and Blockchain-Based Multimedia Data ManagementFull Text via DOI: 10.1109/MMUL.2022.3176940 Web of Science: 000825976400008
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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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2021Community-Connect: COVID-19 Small Business Marketplace with Automated Regulation Matching and Company Lead Retrieval. 57-60.Full Text via DOI: 10.1109/IRI51335.2021.00014 Web of Science: 000808062800008
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2021Generalized Structure for Adaptable Immersive Learning Environments. 294-301.Full Text via DOI: 10.1109/IRI51335.2021.00047 Web of Science: 000808062800041
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2021Hierarchical Multimodal Fusion Network with Dynamic Multi-task Learning. 208-214.Full Text via DOI: 10.1109/IRI51335.2021.00034 Web of Science: 000808062800028
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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 Web of Science: 000808062800050
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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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2022Editorial: Adaptation of Invasive Species to Islands and the Puerto Rican Honey BeeFull Text via DOI: 10.3389/fevo.2022.946737 Web of Science: 000832197400001
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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
Identifiers
ORCID iD
- https://orcid.org/0000-0001-9209-390X (confirmed)
visualizations
publication subject areas
- Automation & Control Systems
- Biochemistry & Molecular Biology
- Biotechnology & Applied Microbiology
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