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Preference Learning

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 | #5077167 in Books |  2010-10-13 | Original language:English | PDF # 1 |  9.20 x1.20 x6.10l,1.80 | File type: PDF | 466 pages

|| ||From the reviews:|“The book looks at three major types of preference learning: label ranking, instance ranking, and object ranking. … chapters contain case studies and actual experiments to illustrate the claims made within. … this is a us

The topic of preferences is a new branch of machine learning and data mining, and it has attracted considerable attention in artificial intelligence research in previous years. It involves learning from observations that reveal information about the preferences of an individual or a class of individuals. Representing and processing knowledge in terms of preferences is appealing as it allows one to specify desires in a declarative way, to combine qualitative and quantitat...

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