Chen, Shu-Ching

Shu-Ching Chen
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Positions

Eminent Scholar, School of Computing and Information Sciences , College of Engineering and Computing

Contact Info

chens@fiu.edu

305-348-3480

overview

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.

selected publications

Article
- 2020
  
  An adversarial learning approach for discovering social relations in human-centered information networks. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING. 2020.
  Full Text via DOI: 10.1186/s13638-020-01782-6 Web of Science: 000566736200001
- 2020
  
  DISL: Deep Isomorphic Substructure Learning for network representations. KNOWLEDGE-BASED SYSTEMS. 189.
  Full Text via DOI: 10.1016/j.knosys.2019.105086 Web of Science: 000510955100004
- 2019
  
  Multimodal deep learning based on multiple correspondence analysis for disaster management. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS. 22:1893-1911.
  Full Text via DOI: 10.1007/s11280-018-0636-4 Web of Science: 000475636800002
- 2019
  
  Multimodal deep representation learning for video classification. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS. 22:1325-1341.
  Full Text via DOI: 10.1007/s11280-018-0548-3 Web of Science: 000466989400021
- 2019
  
  A Survey on Deep Learning: Algorithms, Techniques, and Applications. ACM COMPUTING SURVEYS. 51.
  Full Text via DOI: 10.1145/3234150 Web of Science: 000457121600005
- 2018
  
  A New Two-layer Storyline Generation Framework for Disaster Management. INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING. 9.
  Web of Science: 000459315100001
- 2018
  
  Multimedia Big Data Analytics: A Survey. ACM COMPUTING SURVEYS. 51.
  Full Text via DOI: 10.1145/3150226 Web of Science: 000434678100010
- 2018
  
  City Disaster Susceptibility Comparisons Using Weighted Bipartite Graphs. INTERNATIONAL JOURNAL OF NEXT-GENERATION COMPUTING. 9:1-11.
  Web of Science: 000446548000001
- 2018
  
  A Framework for Automated Construction of Building Models from Airborne LiDAR Measurements. TOPOGRAPHIC LASER RANGING AND SCANNING: PRINCIPLES AND PROCESSING, 2ND EDITION. 563-585.
  Web of Science: 000473346700019
- 2018
  
  IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics. IEEE TRANSACTIONS ON MULTIMEDIA. 20:1024-1032.
  Full Text via DOI: 10.1109/TMM.2017.2760623 Web of Science: 000427623000020
- 2018
  
  Multimedia for Data Science. IEEE MULTIMEDIA. 25.
  Web of Science: 000456654900001
- 2017
  
  Automatic Video Event Detection for Imbalance Data Using Enhanced Ensemble Deep Learning. INTERNATIONAL JOURNAL OF SEMANTIC COMPUTING. 11.
  Full Text via DOI: 10.1142/S1793351X17400050 Web of Science: 000401142100006
- 2017
  
  Data-Driven Techniques in Disaster Information Management. ACM COMPUTING SURVEYS. 50.
  Full Text via DOI: 10.1145/3017678 Web of Science: 000399118600001
- 2016
  
  Computational Health Informatics in the Big Data Age: A Survey. ACM COMPUTING SURVEYS. 49.
  Full Text via DOI: 10.1145/2932707 Web of Science: 000382136100012
- 2016
  
  Weighted subspace modeling for semantic concept retrieval using gaussian mixture models. INFORMATION SYSTEMS FRONTIERS. 18:877-889.
  Full Text via DOI: 10.1007/s10796-016-9660-z Web of Science: 000386554200004
- 2015
  
  Automatic Construction of 3-D Building Model From Airborne LIDAR Data Through 2-D Snake Algorithm. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 53:3-14.
  Full Text via DOI: 10.1109/TGRS.2014.2312393 Web of Science: 000341536700001
- 2015
  
  Driver Missense Mutation Identification Using Feature Selection and Model Fusion. JOURNAL OF COMPUTATIONAL BIOLOGY. 22:1075-1085.
  Full Text via DOI: 10.1089/cmb.2015.0110 PMID: 26402258 Web of Science: 000365646800002
- 2015
  
  Enabling Enriched TV Shopping Experience via Computational and Temporal Aware View-Centric Multimedia Abstraction. IEEE TRANSACTIONS ON MULTIMEDIA. 17:1068-1080.
  Full Text via DOI: 10.1109/TMM.2015.2433213 Web of Science: 000356522300013
- 2015
  
  Enhancing Product Detection With Multicue Optimization for TV Shopping Applications. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. 3:161-171.
  Full Text via DOI: 10.1109/TETC.2014.2386140 Web of Science: 000209845800003
- 2014
  
  A Multimedia Semantic Retrieval Mobile System Based on HCFGs. IEEE MULTIMEDIA. 21:36-46.
  Full Text via DOI: 10.1109/MMUL.2013.33 Web of Science: 000337168200007
- 2014
  
  Large-Scale Correlation-Based Semantic Classification Using MapReduce. CLOUD COMPUTING AND DIGITAL MEDIA: FUNDAMENTALS, TECHNIQUES, AND APPLICATIONS. 169-190.
  Web of Science: 000357215800010
- 2013
  
  Data Mining Meets the Needs of Disaster Information Management. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS. 43:451-464.
  Full Text via DOI: 10.1109/THMS.2013.2281762 Web of Science: 000326185600003
- 2013
  
  Discriminative Learning-Assisted Video Semantic Concept Classification. MULTIMEDIA SECURITY: WATERMARKING, STEGANOGRAPHY, AND FORENSICS. 31-49.
  Web of Science: 000354055900003
- 2013
  
  Wavelet Analysis in Current Cancer Genome Research: A Survey. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 10:1442-1459.
  Full Text via DOI: 10.1109/TCBB.2013.134 PMID: 24407303 Web of Science: 000332481000011
- 2012
  
  Multimedia Databases and Data Management: A Survey. METHODS AND INNOVATIONS FOR MULTIMEDIA DATABASE CONTENT MANAGEMENT. 1-11.
  Full Text via DOI: 10.4018/978-1-4666-1791-9.ch0011 Web of Science: 000416469800002
- 2011
  
  Advances in ubiquitous media technologies and applications. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS. 14:217-222.
  Full Text via DOI: 10.1007/s11280-011-0123-7 Web of Science: 000288752100001
- 2011
  
  Catastrophe Model-Based Assessment of Hurricane Risk and Estimates of Potential Insured Losses for the State of Florida. NATURAL HAZARDS REVIEW. 12:171-176.
  Full Text via DOI: 10.1061/(ASCE)NH.1527-6996.0000050 Web of Science: 000298249400004
- 2011
  
  Risk evaluation through decision-support architectures in threat assessment and countering terrorism. APPLIED SOFT COMPUTING. 11:621-631.
  Full Text via DOI: 10.1016/j.asoc.2009.12.022 Web of Science: 000281591300062
- 2011
  
  Weighted Subspace Filtering and Ranking Algorithms for Video Concept Retrieval. IEEE MULTIMEDIA. 18:32-42.
  Full Text via DOI: 10.1109/MMUL.2011.35 Web of Science: 000294008700006
- 2010
  
  A Distributed Multimedia Data Management over the Grid. MULTIMEDIA SERVICES IN INTELLIGENT ENVIRONMENTS: SOFTWARE DEVELOPMENT CHALLENGES AND SOLUTIONS. 2:27-48.
  Web of Science: 000280150000003
- 2010
  
  APPLICATION OF METADATA MODELING TO DISPUTE REVIEW REPORT MANAGEMENT. JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT. 16:491-498.
  Full Text via DOI: 10.3846/jcem.2010.55 Web of Science: 000285648200005
- 2010
  
  Survey of data management and analysis in disaster situations. JOURNAL OF SYSTEMS AND SOFTWARE. 83:1701-1714.
  Full Text via DOI: 10.1016/j.jss.2010.04.065 Web of Science: 000282117900007
- 2009
  
  A Human-Centered Multiple Instance Learning Framework for Semantic Video Retrieval. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. 39:228-233.
  Full Text via DOI: 10.1109/TSMCC.2008.2007257 Web of Science: 000263831900008
- 2009
  
  Florida public hurricane loss model: Research in multi-disciplinary system integration assisting government policy making. GOVERNMENT INFORMATION QUARTERLY. 26:285-294.
  Full Text via DOI: 10.1016/j.giq.2008.12.004 Web of Science: 000265228500007
- 2008
  
  Video semantic event/concept detection using a subspace-based multimedia data mining framework. IEEE TRANSACTIONS ON MULTIMEDIA. 10:252-259.
  Full Text via DOI: 10.1109/TMM.2007.911830 Web of Science: 000252576700009
- 2008
  
  Video streaming over the internet with optimal bandwidth resource allocation. MULTIMEDIA TOOLS AND APPLICATIONS. 40:111-134.
  Full Text via DOI: 10.1007/s11042-007-0187-7 Web of Science: 000258576700006
- 2007
  
  Capturing high-level image concepts via affinity relationships in image database retrieval. MULTIMEDIA TOOLS AND APPLICATIONS. 32:73-92.
  Full Text via DOI: 10.1007/s11042-006-0059-6 Web of Science: 000243049400004
- 2007
  
  Network Intrusion Detection through Adaptive Sub-Eigenspace Modeling in Multiagent Systems. ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS. 2.
  Full Text via DOI: 10.1145/1278460.1278463 Web of Science: 000207029200003
- 2006
  
  A dynamic user concept pattern learning framework for content-based image retrieval. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. 36:772-783.
  Full Text via DOI: 10.1109/TSMCC.2005.855507 Web of Science: 000241438200006
- 2006
  
  An optimal resource utilization scheme with end-to-end congestion control for continuous media stream transmission. COMPUTER NETWORKS. 50:921-937.
  Full Text via DOI: 10.1016/j.comnet.2005.06.005 Web of Science: 000236786000003
- 2006
  
  Automatic construction of building footprint's from airborne LIDAR data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 44:2523-2533.
  Full Text via DOI: 10.1109/TGRS.2006.874137 Web of Science: 000240167200021
- 2006
  
  Mining user access patterns with traversal constraint for predicting web page requests. KNOWLEDGE AND INFORMATION SYSTEMS. 10:515-528.
  Full Text via DOI: 10.1007/s10115-006-0004-z Web of Science: 000242635800006
- 2006
  
  Probabilistic semantic network-based image retrieval using MMM and relevance feedback. MULTIMEDIA TOOLS AND APPLICATIONS. 30:131-147.
  Full Text via DOI: 10.1007/s11042-006-0023-5 Web of Science: 000240363500002
- 2006
  
  Semantic event detection via multimodal data mining. IEEE SIGNAL PROCESSING MAGAZINE. 23:38-46.
  Full Text via DOI: 10.1109/MSP.2006.1621447 Web of Science: 000235558300008
- 2005
  
  An adaptive rate-control streaming mechanism with optimal buffer utilization. JOURNAL OF SYSTEMS AND SOFTWARE. 75:271-282.
  Full Text via DOI: 10.1016/j.jss.2003.10.031 Web of Science: 000226337400004
- 2005
  
  Spatiotemporal vehicle tracking - The use of unsupervised learning-based segmentation and object tracking. IEEE ROBOTICS & AUTOMATION MAGAZINE. 12:50-58.
  Full Text via DOI: 10.1109/MRA.2005.1411419 Web of Science: 000227752900009
- 2004
  
  A web-based spatial data access system using semantic R-trees. INFORMATION SCIENCES. 167.
  Full Text via DOI: 10.1016/j.ins.2003.07.019 Web of Science: 000225512800004
- 2004
  
  Stochastic clustering for organizing distributed information sources. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS. 34.
  Full Text via DOI: 10.1109/TSMBC.2004.833599 Web of Science: 000223937400009
- 2004
  
  A Web-based distributed system for hurricane occurrence projection. SOFTWARE-PRACTICE & EXPERIENCE. 34.
  Full Text via DOI: 10.1002/spe.580 Web of Science: 000221206600002
- 2003
  
  Category cluster discovery from distributed WWW directories. INFORMATION SCIENCES. 155.
  Full Text via DOI: 10.1016/S0020-0255(03)00169-5 Web of Science: 000185751500002
- 2003
  
  Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 4.
  Full Text via DOI: 10.1109/TITS.2003.821290 Web of Science: 000187959200006
- 2003
  
  A progressive morphological filter for removing nonground measurements from airborne LIDAR data. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 41.
  Full Text via DOI: 10.1109/TGRS.2003.810682 Web of Science: 000183412500015
- 2003
  
  Mining high-level user concepts with multiple instance learning and relevance feedback for content-based image retrieval. MINING MULTIMEDIA AND COMPLEX DATA. 2797.
  Web of Science: 000189123000004
- 2002
  
  A multimedia data mining framework: Mining information from traffic video sequences. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 19.
  Full Text via DOI: 10.1023/A:1015564420544 Web of Science: 000175714800005
- 2002
  
  A Stochastic model for content-based image retrieval. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2002, PROCEEDING. 2532.
  Web of Science: 000181472200029
- 2002
  
  A novel hierarchical approach to image retrieval using color and spatial information. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2002, PROCEEDING. 2532.
  Web of Science: 000181472200023
- 2001
  
  A spatio-temporal semantic model for multimedia database systems and multimedia information systems. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 13.
  Full Text via DOI: 10.1109/69.940735 Web of Science: 000170283500006
- 2001
  
  An adaptive optimal multimedia network transmission control scheme. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS. 2195.
  Web of Science: 000174348000141
Book Chapter
- 2012
  
  Methods and Innovations for Multimedia Database Content Management Preface. METHODS AND INNOVATIONS FOR MULTIMEDIA DATABASE CONTENT MANAGEMENT. XV-XXIV.
  Web of Science: 000416469800001
Correction
- 2018
  
  Weighted subspace modeling for semantic concept retrieval using gaussian mixture models(vol 18, pg 877, 2016). INFORMATION SYSTEMS FRONTIERS. 417-417.
  Full Text via DOI: 10.1007/s10796-016-9684-4 Web of Science: 000430405200015
Editorial Material
- 2020
  
  Momentous Years of Recognition. IEEE MULTIMEDIA. 5-5.
  Full Text via DOI: 10.1109/MMUL.2020.3034738 Web of Science: 000608433300001
- 2019
  
  Multimedia for Autonomous Driving. IEEE MULTIMEDIA. 5-8.
  Full Text via DOI: 10.1109/MMUL.2019.2935397 Web of Science: 000484210400001
- 2019
  
  Multimedia Deep Learning. IEEE MULTIMEDIA. 5-7.
  Full Text via DOI: 10.1109/MMUL.2019.2897471 Web of Science: 000462444700001
- 2018
  
  Introduction to the Special Issue on Multimedia Big Data for Extreme Events. IEEE TRANSACTIONS ON MULTIMEDIA.
  Full Text via DOI: 10.1109/TMM.2018.2866006 Web of Science: 000444903000001
- 2018
  
  Multimedia for Disaster Information Management. IEEE MULTIMEDIA.
  Web of Science: 000454286500001
- 2016
  
  Guest Editorial: Large-scale Multimedia Data Management: Techniques and Applications. MULTIMEDIA TOOLS AND APPLICATIONS. 15341-15346.
  Full Text via DOI: 10.1007/s11042-016-3806-3 Web of Science: 000388121700014
- 2016
  
  Guest Editorial: Pervasive Multimedia Computing-Systems Applications and Services. MULTIMEDIA TOOLS AND APPLICATIONS. 14015-14017.
  Full Text via DOI: 10.1007/s11042-016-3826-z Web of Science: 000386775500001
- 2015
  
  Emerging Multimedia Research and Applications. IEEE MULTIMEDIA. 11-13.
  Full Text via DOI: 10.1109/MMUL.2015.84 Web of Science: 000365298400003
- 2015
  
  Multimedia Big Data. IEEE MULTIMEDIA. 93-95.
  Full Text via DOI: 10.1109/MMUL.2015.61 Web of Science: 000359560500010
- 2015
  
  Multimedia: The Biggest Big Data. IEEE TRANSACTIONS ON MULTIMEDIA. 1401-1403.
  Full Text via DOI: 10.1109/TMM.2015.2459331 Web of Science: 000359583000001
- 2013
  
  3D video representation and design for ubiquitous environments. MULTIMEDIA TOOLS AND APPLICATIONS. 1-6.
  Full Text via DOI: 10.1007/s11042-013-1540-7 Web of Science: 000322787800001
- 2011
  
  PREFACE TO SPECIAL SECTION ON INTELLIGENT MULTIMEDIA SYSTEM AND DATA MANAGEMENT FOR UBI-COM. COMPUTING AND INFORMATICS. 413-417.
  Web of Science: 000293993000001
- 2010
  
  ACM/Springer Mobile Networks and Applications (MONET) Special Issue on "Advanced Mobile Applications and Intelligent Multimedia systems for Ubi-Com". MOBILE NETWORKS & APPLICATIONS. 475-476.
  Full Text via DOI: 10.1007/s11036-010-0234-x Web of Science: 000278942100001
- 2010
  
  Special issue on emerging multimedia applications. MULTIMEDIA TOOLS AND APPLICATIONS. 347-351.
  Full Text via DOI: 10.1007/s11042-009-0428-z Web of Science: 000275800200001
- 2009
  
  Forward to the Special Issue on Information Reuse and Integration. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. 377-378.
  Full Text via DOI: 10.1109/TSMCC.2009.2020952 Web of Science: 000267063800001
- 2009
  
  Intelligent and Pervasive Multimedia Systems Introduction. IEEE MULTIMEDIA. 14-15.
  Full Text via DOI: 10.1109/MMUL.2009.10 Web of Science: 000264132600007
- 2009
  
  Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008 Introduction. INTEGRATED COMPUTER-AIDED ENGINEERING. 179-179.
  Full Text via DOI: 10.3233/ICA-2009-0319 Web of Science: 000267820300001
- 2007
  
  Introduction to the special issue on distributed adaptation, representation and processing of multimedia information. MULTIMEDIA TOOLS AND APPLICATIONS. 1-3.
  Full Text via DOI: 10.1007/s11042-006-0097-0 Web of Science: 000245133800001
- 2006
  
  A 3D visualization system for hurricane storm-surge flooding. IEEE COMPUTER GRAPHICS AND APPLICATIONS. 18-25.
  Full Text via DOI: 10.1109/MCG.2006.4 PMID: 16463475 Web of Science: 000234355200005
- 2006
  
  Introduction to the special issue on IEEE Multimedia Software Engineering 2004. MULTIMEDIA SYSTEMS. 467-467.
  Full Text via DOI: 10.1007/s00530-006-0018-0 Web of Science: 000238024500006
- 2006
  
  Introduction to the special issue on multimedia databases. INFORMATION SYSTEMS. 636-637.
  Full Text via DOI: 10.1016/j.is.2005.12.002 Web of Science: 000240782100007
- 2005
  
  Guest editorial: Introduction to the special issue. MULTIMEDIA TOOLS AND APPLICATIONS. 151-152.
  Full Text via DOI: 10.1007/s11042-005-0449-1 Web of Science: 000229508100001
- 2003
  
  Special issue: Special issue on selected papers from ACMGIS 2002 - Introduction to the special issue. GEOINFORMATICA.
  Full Text via DOI: 10.1023/A:1025136530223 Web of Science: 000184652400001
Proceedings Paper
- 2020
  
  Assessing Building Damage by Learning the Deep Feature Correspondence of Before and After Aerial Images. THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2020). 43-48.
  Full Text via DOI: 10.1109/MIPR49039.2020.00017 Web of Science: 000621665600009
- 2020
  
  Confidence Estimation Using Machine Learning in Immersive Learning Environments. THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2020). 247-252.
  Full Text via DOI: 10.1109/MIPR49039.2020.00058 Web of Science: 000621665600050
- 2020
  
  Evolutionary Programming based Deep Feature and Model Selection for Visual Data Classification. THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2020). 61-66.
  Full Text via DOI: 10.1109/MIPR49039.2020.00020 Web of Science: 000621665600012
- 2020
  
  Multi-task Multimodal Learning for Disaster Situation Assessment. THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2020). 209-212.
  Full Text via DOI: 10.1109/MIPR49039.2020.00050 Web of Science: 000621665600042
- 2019
  
  ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2019). 1267-1276.
  Full Text via DOI: 10.1109/CVPRW.2019.00166 Web of Science: 000569983600160
- 2019
  
  Residual Attention-based Fusion for Video Classification. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2019). 478-480.
  Full Text via DOI: 10.1109/CVPRW.2019.00064 Web of Science: 000569983600058
- 2019
  
  UNCONSTRAINED FLOOD EVENT DETECTION USING ADVERSARIAL DATA AUGMENTATION. 2019 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 155-159.
  Web of Science: 000521828600031
- 2018
  
  Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. 2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI).
  Full Text via DOI: 10.1109/IRI.2018.00071 Web of Science: 000442457000063
- 2018
  
  Classifier Fusion by Judgers on Spark Clusters for Multimedia Big Data Classification. QUALITY SOFTWARE THROUGH REUSE AND INTEGRATION. 91-108.
  Full Text via DOI: 10.1007/978-3-319-56157-8_5 Web of Science: 000457159200005
- 2018
  
  Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. 2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI).
  Full Text via DOI: 10.1109/IRI.2018.00064 Web of Science: 000442457000056
- 2018
  
  Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification. IEEE 1ST CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2018). 112-117.
  Full Text via DOI: 10.1109/MIPR.2018.00027 Web of Science: 000467088100019
- 2018
  
  Ontology-Based Supervised Concept Learning for the Biogeochemical Literature. 2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI).
  Full Text via DOI: 10.1109/IRI.2018.00066 Web of Science: 000442457000058
- 2018
  
  Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. 2018 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI).
  Full Text via DOI: 10.1109/IRI.2018.00070 Web of Science: 000442457000062
- 2018
  
  Sequential Deep Learning for Disaster-Related Video Classification. IEEE 1ST CONFERENCE ON MULTIMEDIA INFORMATION PROCESSING AND RETRIEVAL (MIPR 2018). 106-111.
  Full Text via DOI: 10.1109/MIPR.2018.00026 Web of Science: 000467088100018
- 2017
  
  A 3D Virtual Environment for Storm Surge Flooding Animation. 2017 IEEE THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM 2017). 244-245.
  Full Text via DOI: 10.1109/BigMM.2017.54 Web of Science: 000419853200047
- 2017
  
  A Video-aided Semantic Analytics System for Disaster Information Integration. 2017 IEEE THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM 2017). 242-243.
  Full Text via DOI: 10.1109/BigMM.2017.31 Web of Science: 000419853200046
- 2017
  
  AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter. 2017 IEEE 18TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI 2017). 356-365.
  Full Text via DOI: 10.1109/IRI.2017.25 Web of Science: 000426980200046
- 2017
  
  AN EFFICIENT DEEP RESIDUAL-INCEPTION NETWORK FOR MULTIMEDIA CLASSIFICATION. 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2013). 373-378.
  Web of Science: 000426984300062
- 2017
  
  Comparison of Visual Datasets for Machine Learning. 2017 IEEE 18TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI 2017). 346-355.
  Full Text via DOI: 10.1109/IRI.2017.59 Web of Science: 000426980200045
- 2017
  
  Cyber-Secure UAV Communications using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution. 2017 IEEE 18TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI 2017). 9-15.
  Full Text via DOI: 10.1109/IRI.2017.56 Web of Science: 000426980200002
- 2017
  
  DeepFood: Automatic Multi-Class Classification of Food Ingredients Using Deep Learning. 2017 IEEE 3RD INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC). 181-189.
  Full Text via DOI: 10.1109/CIC.2017.00033 Web of Science: 000427508000022
- 2017
  
  FA-MCADF: Feature Affinity based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. 2017 IEEE 18TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI 2017). 198-206.
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  MCA-NN: Multiple Correspondence Analysis based Neural Network for Disaster Information Detection. 2017 IEEE THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM 2017). 268-275.
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  T-LRA: Trend-based Learning Rate Annealing for Deep Neural Networks. 2017 IEEE THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM 2017). 50-57.
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  Toward Semantic Search for the Biogeochemical Literature. 2017 IEEE 18TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI 2017). 517-525.
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  A Classifier Ensemble Framework for Multimedia Big Data Classification. PROCEEDINGS OF 2016 IEEE 17TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI). 615-622.
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  A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model. PROCEEDINGS OF 2016 IEEE 17TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI). 324-331.
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  DI-DAP:An Efficient Disaster Information Delivery and Analysis Platform in Disaster Management. CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT. 1593-1602.
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  Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. PROCEEDINGS OF 2016 IEEE 17TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI). 601-608.
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  GeoTeCS: Exploiting Geographical, Temporal, Categorical and Social aspects for Personalized POI Recommendation. PROCEEDINGS OF 2016 IEEE 17TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI). 94-101.
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  Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management. PROCEEDINGS OF 2016 IEEE 17TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IEEE IRI). 556-564.
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  City Recorder: Virtual City Tour Using Geo-Referenced Videos. 2015 IEEE 16TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 281-286.
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  Deep Learning for Imbalanced Multimedia Data Classification. 2015 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM). 483-488.
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  Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification. 2015 IEEE CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC). 288-295.
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  Ensemble Learning from Imbalanced Data Set for Video Event Detection. 2015 IEEE 16TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 82-89.
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  FC-MST: Feature Correlation Maximum Spanning Tree for Multimedia Concept Classification. 2010 IEEE FOURTH INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC 2010). 276-283.
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  Gaussian Mixture Model-based Subspace Modeling for Semantic Concept Retrieval. 2015 IEEE 16TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 258-265.
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  Integrated Execution Framework for Catastrophe Modeling. 2010 IEEE FOURTH INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING (ICSC 2010). 201-207.
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  Negative-based Sampling for Multimedia Retrieval. 2015 IEEE 16TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 64-71.
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  Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos. 2015 1ST IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM). 64-71.
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  Utilizing Indirect Associations in Multimedia Semantic Retrieval. 2015 1ST IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA BIG DATA (BIGMM). 72-79.
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  A Bipartite-Graph Based Approach for Disaster Susceptibility Comparisons among Cities. 2014 IEEE 15TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI). 593-599.
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  A Web-Based Task-Tracking Collaboration System for the Florida Public Hurricane Loss Model. 2014 INTERNATIONAL CONFERENCE ON COLLABORATIVE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING (COLLABORATECOM). 304-311.
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  Correlation-based Re-ranking for Semantic Concept Detection. 2014 IEEE 15TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI). 765-770.
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  Generating Textual Storyline to Improve Situation Awareness in Disaster Management. 2014 IEEE 15TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI). 585-592.
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  A Multi-Pass Generation of DEM for Urban Planning. 2013 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA (CLOUDCOM-ASIA). 543-548.
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  CORRELATION-BASED FEATURE ANALYSIS AND MULTI-MODALITY FUSION FRAMEWORK FOR MULTIMEDIA SEMANTIC RETRIEVAL. 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME 2013).
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  Efficient Content-based Multimedia Retrieval Using Novel Indexing Structure in PostgreSQL. 2013 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM). 500-501.
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  Constraint Driven Model Using Correlation and Collaborative Filtering for Sustainable Building. 2012 IEEE 13TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI). 309-315.
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  Disaster SitRep - A Vertical Search Engine and Information Analysis Tool in Disaster Management Domain. 2012 IEEE 13TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION (IRI). 457-465.
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  Automatic 3D Building Reconstruction from Airborne LiDAR Measurements. 2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3. 483-+.
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  Hierarchical Affinity Hybrid Tree: A multidimensional index structure to organize videos and support content-based retrievals. PROCEEDINGS OF THE 2008 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 435-440.
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  Learning Conceptual Chess for Testing Evolutionary Programming versus a Reasoning-Based Soft Expert System: the KASER. 2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3. 796-+.
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  Modeling Human Cognition Using a Transformational Knowledge Architecture. 2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING (SOSE). 58-+.
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  Animating tree branch breaking and flying effects for a 3D interactive visualization system for hurricanes and storm surge flooding. ISM WORKSHOPS 2007: NINTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA - WORKSHOPS, PROCEEDINGS. 335-+.
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  Automated multimedia systems training using association rule mining. IRI 2007: PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 373-+.
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  Hierarchical temporal association mining for video event detection in video databases. 2007 IEEE 23RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING WORKSHOP, VOLS 1-2. 137-+.
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  Semantic event extraction using neural network ensembles. ICSC 2007: INTERNATIONAL CONFERENCE ON SEMANTIC COMPUTING, PROCEEDINGS. 575-+.
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  Video event detection with combined distance-based and rule-based data mining techniques. 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5. 2026-+.
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  Video semantic concept discovery using multimodal-based association classification. 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5. 859-+.
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  A distributed agent-based approach to intrusion detection using the lightweight PCC anomaly detection classifier. IEEE INTERNATIONAL CONFERENCE ON SENSOR NETWORKS, UBIQUITOUS, AND TRUSTWORTHY COMPUTING, VOL 1, PROCEEDINGS. 446-+.
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  An integrated and interactive video retrieval framework with hierarchical learning models and semantic clustering strategy. IRI 2006: PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 438-+.
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  Collateral representative subspace projection modeling for supervised classification. ICTAI-2006: EIGHTEENTH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS. 98-+.
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  Modeling Methodology for component reuse and system integration for hurricane loss projection application. IRI 2006: PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 57-+.
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  T2K2: A type II kaser. IRI 2006: PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 147-+.
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  An enhanced query model for soccer video retrieval using temporal relationships. ICDE 2005: 21ST INTERNATIONAL CONFERENCE ON DATA ENGINEERING, PROCEEDINGS. 1133-1134.
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  Data integration for capital projects via community-specific conceptual representations. PROCEEDINGS OF THE 2005 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION. 144-148.
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  Neural network based framework for goal event detection in soccer videos. ISM 2005: SEVENTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA, PROCEEDINGS. 21-28.
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  Tree animation for a 3D interactive visualization system for hurricane impacts. 2005 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), VOLS 1 AND 2. 598-601.
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  A decision tree-based multimodal data mining framework for soccer goal detection. 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3.
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  A novel rate-based hop by hop congestion control algorithm. 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3.
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  A reliable web-based system for hurricane analysis and simulation. 2004 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOLS 1-7.
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  Multiple object retrieval for image databases using multiple instance learning and relevance feedback. 2004 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXP (ICME), VOLS 1-3.
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  A real-time 3D animation environment for storm surge. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I, PROCEEDINGS.
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  A three-tier system architecture design and development for hurricane occurrence simulation. ITRE2003: INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: RESEARCH AND EDUCATION.
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  Adaptive background learning for vehicle detection and spatio-temporal tracking. ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS.
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  An open multiple instance learning framework and its application in drug activity prediction problems. THIRD IEEE SYMPOSIUM ON BIOINFORMATICS AND BIOENGINEERING - BIBE 2003, PROCEEDINGS.
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  Component-based design and integration of a distributed multimedia management system. PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION.
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  Damage pattern mining in hurricane image databases. PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION.
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  Incorporating real-valued multiple instance learning into relevance feedback for image retrieval. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I, PROCEEDINGS.
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  Information reuse and system integration in the development of a hurricane simulation system. PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION.
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  PixSO: A system for video shot detection. ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS.
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  Spatial data accesses with semantic R-trees. PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES.
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  A multimedia semantic model for RTSP-based multimedia presentation systems. FOURTH INTERNATIONAL SYMPOSIUM ON MULTIMEDIA SOFTWARE ENGINEERING, PROCEEDINGS.
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  An adaptive multimedia transmission protocol for distributed multimedia applications. 23RD INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS.
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  Mining user access behavior on the WWW. 2001 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5.
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  Scene change detection by audio and video clues. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS.
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  Streaming SMIL presentations via a multimedia semantic model. PROCEEDINGS OF THE 6TH JOINT CONFERENCE ON INFORMATION SCIENCES.
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  An intelligent framework for spatio-temporal vehicle tracking. 2001 IEEE INTELLIGENT TRANSPORTATION SYSTEMS - PROCEEDINGS.
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  An unsupervised segmentation framework for texture image queries. 25TH ANNUAL INTERNATIONAL COMPUTER SOFTWARE & APPLICATIONS CONFERENCE.
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  Supporting information reuse for video data indexing by using color information. INFORMATION REUSE AND INTEGRATION.
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  An indexing and searching structure for multimedia database systems. STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2000.
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  Knowledge management for database interoperability. INFORMATION REUSE AND INTEGRATION.
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  Modeling interactive multimedia presentation systems using augmented transition networks. PROCEEDINGS OF THE FIFTH JOINT CONFERENCE ON INFORMATION SCIENCES, VOLS 1 AND 2.
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  On database integration over intelligent networks. INFORMATION REUSE AND INTEGRATION.
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  The architecture for semantic data access to heterogeneous information sources. COMPUTERS AND THEIR APPLICATIONS.
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2020

Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification. INFORMATION SYSTEMS FRONTIERS.
Full Text via DOI: 10.1007/s10796-020-10023-6 Web of Science: 000543317600001

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 interests

Data Science Multimedia Big Data Disaster Information Management Distributed Multimedia Database Systems

principal investigator on

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 Division of Research 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

CREST: Center for Aquatic Chemistry and the Environment CACE awarded by National Science Foundation 2017 - 2021
CREST: Center for Aquatic Chemistry and the Environment CACE awarded by National Science Foundation 2017 - 2021
CREST: Center for Aquatic Chemistry and the Environment CACE awarded by National Science Foundation 2016 - 2021
Florida Public Hurricane Loss Model (FPHLM) awarded by Florida Office of Insurance Regulation 2018 - 2019
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 2006 - 2010
The Florida Hurricane Alliance Research Program - Round 1. awarded by National Oceanic and Atmospheric Admin 2005 - 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

investigator on

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 National Institutes of Health 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 2006 - 2010
The Florida Hurricane Alliance Research Program - Round 1. awarded by National Oceanic and Atmospheric Admin 2005 - 2010
The Florida Hurricane Alliance Research Program - Round 1. awarded by National Oceanic and Atmospheric Admin 2004 - 2010

teaching activities

CIS7910-U01: Graduate Research Fall Term 2019
CIS7910-U19: Graduate Research Spring Term 2019
CIS7980-U18: Ph.D. Dissertation Spring Term 2019
CIS7980-U22: Ph.D. Dissertation Fall Term 2019

full name

Shu-Ching Chen

ORCID iD

https://orcid.org/0000-0001-9209-390X (confirmed)

visualizations

Recent publications and grants in Scholars@FIU

Co-author Network

Co-investigator Network

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

Citation index-derived subject areas the researcher has published in