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CS 6V81-581
Data Mining and Multimedia
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COURSE DESCRIPTION |
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This course covers the essential concepts, principles,
techniques, and mechanisms for the design, analysis, use, and implementation
of distributed multimedia systems. Multimedia information management, mobile
databases, and XML/WML issues will be emphasized. With regard to multimedia
information management, content-based retrieval of audio, video, and images,
and various compression techniques will be covered. With regard to mobile
databases, different data broadcasting techniques based on the efficient
utilization of wireless bandwidth and battery power will be presented.
Regarding XML/WML issues, existing techniques for mapping between relational
data and XML documents will be covered, including WML. All the techniques
examined in this course will incorporate state-of-the-art information,
including traditional approaches as well as developments in recent research.
By providing a balanced view of theory and practice, the course should allow
the student to understand, use, and build practical multimedia information
management systems.
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COURSE LEARNING OBJECTIVES |
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Overall, it is the intention of this course to provide a
basic understanding of the issues and problems involved in multimedia systems,
a knowledge of current practical techniques for satisfying the needs of such
systems, and an indication of the current research approaches that are likely
to provide a basis for tomorrow's solutions.
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MAJOR
TOPICS |
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Compression - JPEG; Compression - MPE; Image and Video
Indexing - Content-based Image Retrieval; Image and Video Indexing -
Content-based Video Indexing and Retrieval; Multidimensional Indexing - R tree
and variants; Multimedia Networking and Synchronization; Web - XML; Web -
Search Engine; Data Management for Mobile Computing - Survey; Data Management
for Mobile Computing - Data Dissemination; Data Management for Mobile
Computing - Data Dissemination; Data Management for Mobile Computing Location
Dependent Queries; Data Management for Mobile Computing.
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