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

By Evangelos Triantaphyllou

ISBN-10: 1441916296

ISBN-13: 9781441916297

ISBN-10: 1461426138

ISBN-13: 9781461426134

the significance of getting ef cient and potent tools for information mining and kn- ledge discovery (DM&KD), to which the current publication is dedicated, grows on a daily basis and various such tools were built in contemporary many years. There exists an exceptional number of assorted settings for the most challenge studied via info mining and information discovery, and it sounds as if a really renowned one is formulated by way of binary attributes. during this environment, states of nature of the applying region into account are defined via Boolean vectors de ned on a few attributes. that's, by means of info issues de ned within the Boolean house of the attributes. it truly is postulated that there exists a partition of this house into sessions, which may be inferred as styles at the attributes while merely numerous facts issues are identified, the so-called optimistic and destructive education examples. the most challenge in DM&KD is de ned as nding ideas for spotting (cl- sifying) new information issues of unknown category, i. e. , figuring out which ones are confident and that are damaging. In different phrases, to deduce the binary worth of 1 extra characteristic, known as the objective or type characteristic. to unravel this challenge, a few tools were advised 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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