Yang, Yi Zhi

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Yang, Yi Zhi

Positions

Associate Teaching Professor, Mathematics and Statistics , College of Arts, Sciences & Education

yangyz@fiu.edu

Website

selected scholarly works & creative activities

Article
- 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 Big Data Analytics: A Survey. ACM COMPUTING SURVEYS. 51.
  Full Text via DOI: 10.1145/3150226 Web of Science: 000434678100010
- 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
- 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
- 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 Web of Science: 000332481000011
Book Chapter
- 2014
  
  Large-Scale Correlation-Based Semantic Classification Using MapReduce. 169-190.
  Web of Science: 000357215800010
Conference
- 2015
  
  Correlation-based deep learning for multimedia semantic concept detection. DISTRIBUTED COMPUTING (DISC 2014). 473-487.
  Full Text via DOI: 10.1007/978-3-319-26187-4_43
- 2015
  
  Ensemble Learning from Imbalanced Data Set for Video Event Detection. 82-89.
  Full Text via DOI: 10.1109/IRI.2015.23 Web of Science: 000380459500012
- 2015
  
  Integrated Execution Framework for Catastrophe Modeling. 201-207.
  Web of Science: 000380479200037
- 2015
  
  Temporal 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
- 2014
  
  A 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
- 2014
  
  HIGHLY ACCURATE VIDEO OBJECT IDENTIFICATION UTILIZING HINT INFORMATION. 2014 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC). 317-321.
  Web of Science: 000353942500060
- 2013
  
  Multimodal sparse linear integration for content-based item recommendation. 187-194.
  Full Text via DOI: 10.1109/ISM.2013.37
- 2013
  
  An Automatic Object Retrieval Framework for Complex Background. 374-377.
  Full Text via DOI: 10.1109/ISM.2013.71 Web of Science: 000351204700060
- 2013
  
  CORRELATION-BASED FEATURE ANALYSIS AND MULTI-MODALITY FUSION FRAMEWORK FOR MULTIMEDIA SEMANTIC RETRIEVAL
  Web of Science: 000346507500218
- 2012
  
  Disaster 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
- 2012
  
  Florida international university and university of Miami TRECVID 2012
- 2012
  
  MADIS: A Multimedia-Aided Disaster Information Integration System for Emergency Management. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON COLLABORATIVE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING (COLLABORATECOM). 233-241.
  Full Text via DOI: 10.4108/icst.collaboratecom.2012.250525 Web of Science: 000399722200026
- 2011
  
  A visual analytics multimedia mobile system for emergency response. 337-338.
  Full Text via DOI: 10.1109/ISM.2011.61
- 2011
  
  Florida international university and University of Miami TRECVID 2011
- 2011
  
  Hierarchical Disaster Image Classification for Situation Report Enhancement. 181-186.
  Web of Science: 000298749600034
- 2010
  
  Florida International University and University of Miami TRECVID 2010 - semantic indexing

full name

Yi Zhi Yang

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publication subject areas

Computer Science

Citation index-derived subject areas the researcher has published in