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Search Techniques in Intelligent Classification Systems (SpringerBriefs in Optimization)

Andrey V. Savchenko




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 |  2016-05-03 |  2016-05-12 | Original language:English | PDF # 1 |  9.25 x.23 x6.10l,.0 | File type: PDF | 82 pages

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A unified methodology for categorizing various complex objects is presented in this book. Through probability theory, novel asymptotically minimax criteria suitable for practical applications in imaging and data analysis are examined including the special cases such as the Jensen-Shannon divergence and the probabilistic neural network. An optimal approximate nearest neighbor search algorithm, which allows faster classification of databases is featured. Rough set theor...

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