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.

Show description

Read Online or Download Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications: 43 (Springer Optimization and Its Applications) PDF

Best logic books

Download e-book for kindle: A Recursive Introduction to the Theory of Computation (Texts by Carl Smith

The purpose of this textbook is to offer an account of the idea of computation. After introducing the concept that of a version of computation and offering a variety of examples, the writer explores the restrictions of powerful computation through uncomplicated recursion idea. Self-reference and different tools are brought as basic and uncomplicated instruments for developing and manipulating algorithms.

Peter Bürgisser,Michael Clausen,Mohammad A. Shokrollahi's Algebraic Complexity Theory (Grundlehren der mathematischen PDF

The algorithmic resolution of difficulties has constantly been one of many significant issues of arithmetic. for a very long time such recommendations have been according to an intuitive suggestion of set of rules. it's only during this century that metamathematical difficulties have ended in the in depth look for an exact and sufficiently basic formalization of the notions of computability and set of rules.

New PDF release: Monoidal Topology: A Categorical Approach to Order, Metric

Monoidal Topology describes an lively examine quarter that, after a number of previous proposals on how you can axiomatize 'spaces' when it comes to convergence, started to emerge firstly of the millennium. It combines Barr's relational presentation of topological areas when it comes to ultrafilter convergence with Lawvere's interpretation of metric areas as small different types enriched over the prolonged genuine half-line.

Download e-book for iPad: Logic and Algebraic Structures in Quantum Computing (Lecture by Jennifer Chubb,Ali Eskandarian,Valentina Harizanov

Bobbing up from a unique consultation held on the 2010 North American Annual assembly of the organization for Symbolic common sense, this quantity is a global cross-disciplinary collaboration with contributions from prime specialists exploring connections throughout their respective fields. subject matters variety from philosophical exam of the principles of physics and quantum good judgment, to exploitations of the tools and buildings of operator concept, classification conception, and knot thought as a way to achieve perception into the basic questions in quantum conception and good judgment.

Additional info for Data Mining and Knowledge Discovery via Logic-Based Methods: Theory, Algorithms, and Applications: 43 (Springer Optimization and Its Applications)

Sample text

Download PDF sample

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

by Daniel

Rated 4.61 of 5 – based on 43 votes