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  RESEARCH INTERESTS & PROJECTS:

  • Data Mining and Information Management
- Supervised and Unsupervised Classification
- Stochastic Clustering for Organizing Distributed Information Sources
- Conceptual Image Database Clustering
- Affinity Based Similarity Measure for Web Document Clustering
- Web Page Recommender System
- Web-based Content Management System: Coral Reef Research
- Reef Fish Visual Census Universal Database: Caribbean-wide

  • Multimedia Database/Information Systems
- Content-Based Image Retrieval:
  • Affinity Relationship Based Image Retrieval
  • Object Based Image Retrieval
- Video Indexing and Mining:
  • Object Tracking and Indexing for Video Databases
  • Video Event Detection Via Multimedia Data Mining
  • Video Shot/Scene Detection for Video Indexing
- Multimedia Presentations
- DMM Manager: Distributed Multimedia Management System

  • Multimedia Networking and Network Security
- Router Active Queue Management
- End-to-End Video Transmission Framework
- Congestions Control
- Network Intrusion Detection

  • Information Fusion and Security in Distributed Sensor Networks
- Data Mining and Management over Incomplete/Uncertain Data
- Information Fusion
- Security
Dr. Mei-Ling Shyu
 

Office: MEB 515
Phone: 305-284-5566
Fax: 305-284-4044
E-mail: shyu@miami.edu
 
 
Associate Professor
(06/2005 - present)
Department of Electrical and Computer Engineering, University of Miami
 
 
Director
The Data mining, Database & Multimedia Research Group


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