Data Mining and Knowledge Discovery via Logic-Based Methods: by Evangelos Triantaphyllou PDF

By Evangelos Triantaphyllou

ISBN-10: 1441916296

ISBN-13: 9781441916297

ISBN-10: 1461426138

ISBN-13: 9781461426134

the significance of getting ef cient and powerful tools for info mining and kn- ledge discovery (DM&KD), to which the current e-book is dedicated, grows each day and various such tools were constructed in fresh a long time. There exists a good number of assorted settings for the most challenge studied through facts mining and data discovery, and apparently a really well known one is formulated when it comes to binary attributes. during this environment, states of nature of the appliance sector into consideration are defined via Boolean vectors de ned on a few attributes. that's, via info issues de ned within the Boolean area of the attributes. it's postulated that there exists a partition of this house into sessions, which may be inferred as styles at the attributes whilst in simple terms a number of facts issues are recognized, the so-called optimistic and detrimental education examples. the most challenge in DM&KD is de ned as nding principles for spotting (cl- sifying) new info issues of unknown category, i. e. , figuring out which ones are confident and that are unfavorable. In different phrases, to deduce the binary worth of 1 extra characteristic, referred to as the aim or type characteristic. to resolve this challenge, a few tools were steered which build a Boolean functionality setting apart the 2 given units of confident and detrimental education information points.

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Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications: 43 (Springer Optimization and Its Applications) by Evangelos Triantaphyllou


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