2010-2011 University Catalog 
  
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2010-2011 University Catalog

CS 780 - Data Mining in Multimedia Databases

Credits: 3
This course covers advanced algorithms for data management, learning, and mining large multimedia databases. Issues related to handling such data including feature selection, high dimensional indexing, interactive search and information retrieval, pattern discovery, and scalability to large datasets are discussed. Mining techniques and data types to be covered include texts/web, images, videos, DNA, temporal, spatial, spatiotemporal databases, graph mining, stream mining, and data visualization.

Equivalent to INFS 780

Prerequisites
INFS 755 or CS 750 or permission of instructor.

Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0