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Now a days, data exploration is the center of attraction for any database systems. For detection purposes, to retrieve the data from a databank which plays a key role for multimedia database systems? In this paper, we proposed a similarity based query optimization using support vector machine. A query is an expression that designates the data that is retrieved from a databank. The query conditions that have to be satisfied for a personalized data itemsis selected as output data. The experimental results are produced on various databases like Shree Vasista education society of personnel identification data are used.

Query Optimization
Multimedia Database System
Support Vector Machine etc.
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