Approaches And Applications Of Inductive Programming

Author : Ute Schmid
Publisher : Springer
ISBN 13 : 364211931X
Total Pages : 203 pages
Book Rating : 4.16/5 ( download)

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Download or read book Approaches and Applications of Inductive Programming written by Ute Schmid and published by Springer. This book was released on 2010-03-25 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised papers of the Third International Workshop on approaches and Applications of Inductive Programming, AAIP 2009, held in Edinburgh, UK, in September 2009. The 7 full papers included in this volume were carefully reviewed and selected. The book also contains two invited papers.

Author : Ute Schmid
Publisher : Springer Science & Business Media
ISBN 13 : 3642119301
Total Pages : 203 pages
Book Rating : 4.09/5 ( download)

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Download or read book Approaches and Applications of Inductive Programming written by Ute Schmid and published by Springer Science & Business Media. This book was released on 2010-04-14 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised papers of the Third International Workshop on approaches and Applications of Inductive Programming, AAIP 2009, held in Edinburgh, UK, in September 2009. The 7 full papers included in this volume were carefully reviewed and selected. The book also contains two invited papers.

Author : Francesco Bergadano
Publisher : MIT Press
ISBN 13 : 9780262023931
Total Pages : 264 pages
Book Rating : 4.38/5 ( download)

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Download or read book Inductive Logic Programming written by Francesco Bergadano and published by MIT Press. This book was released on 1996 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and computational logic, Bergadano and Gunetti propose that most of the research in ILP has in fact come from machine learning, particularly in the evolution of inductive reasoning from pattern recognition, through initial approaches to symbolic machine learning, to recent techniques for learning relational concepts. In this book they provide an extended, up-to-date survey of ILP, emphasizing methods and systems suitable for software engineering applications, including inductive program development, testing, and maintenance. Inductive Logic Programming includes a definition of the basic ILP problem and its variations (incremental, with queries, for multiple predicates and predicate invention capabilities), a description of bottom-up operators and techniques (such as least general generalization, inverse resolution, and inverse implication), an analysis of top-down methods (mainly MIS and FOIL-like systems), and a survey of methods and languages for specifying inductive bias. Logic Programming series

Author : Ute Schmid
Publisher : Springer
ISBN 13 : 9783642119323
Total Pages : 208 pages
Book Rating : 4.28/5 ( download)

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Download or read book Approaches and Applications of Inductive Programming written by Ute Schmid and published by Springer. This book was released on 2011-03-13 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author :
Publisher :
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4.27/5 ( download)

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Download or read book Proceedings of the Workshop on approaches and applications of inductive programming : AAIP'07 written by and published by . This book was released on 2007 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Stephen Muggleton
Publisher :
ISBN 13 : 9783662186947
Total Pages : 412 pages
Book Rating : 4.42/5 ( download)

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Download or read book Inductive Logic Programming written by Stephen Muggleton and published by . This book was released on 2014-01-15 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Luc De Raedt
Publisher : Springer
ISBN 13 : 354078652X
Total Pages : 348 pages
Book Rating : 4.28/5 ( download)

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Download or read book Probabilistic Inductive Logic Programming written by Luc De Raedt and published by Springer. This book was released on 2008-02-26 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to probabilistic inductive logic programming. It places emphasis on the methods based on logic programming principles and covers formalisms and systems, implementations and applications, as well as theory.

Author : Lap Poon Rupert Tang
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.29/5 ( download)

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Download or read book Integrating Top-down and Bottom-up Approaches in Inductive Logic Programming written by Lap Poon Rupert Tang and published by . This book was released on 2003 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Sašo Džeroski
Publisher : Springer Science & Business Media
ISBN 13 : 3540661093
Total Pages : 308 pages
Book Rating : 4.92/5 ( download)

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Download or read book Inductive Logic Programming written by Sašo Džeroski and published by Springer Science & Business Media. This book was released on 1999-06-09 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wewishtothank AlfredHofmannandAnnaKramerofSpringer-Verlagfortheircooperationin publishing these proceedings. Finally, we gratefully acknowledge the nancial supportprovidedbythesponsorsofILP-99.

Author : Sumit Gulwani
Publisher :
ISBN 13 : 9781680832921
Total Pages : 138 pages
Book Rating : 4.21/5 ( download)

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Download or read book Program Synthesis written by Sumit Gulwani and published by . This book was released on 2017-07-11 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Program synthesis is the task of automatically finding a program in the underlying programming language that satisfies the user intent expressed in the form of some specification. Since the inception of artificial intelligence in the 1950s, this problem has been considered the holy grail of Computer Science. Despite inherent challenges in the problem such as ambiguity of user intent and a typically enormous search space of programs, the field of program synthesis has developed many different techniques that enable program synthesis in different real-life application domains. It is now used successfully in software engineering, biological discovery, compute-raided education, end-user programming, and data cleaning. In the last decade, several applications of synthesis in the field of programming by examples have been deployed in mass-market industrial products. This monograph is a general overview of the state-of-the-art approaches to program synthesis, its applications, and subfields. It discusses the general principles common to all modern synthesis approaches such as syntactic bias, oracle-guided inductive search, and optimization techniques. We then present a literature review covering the four most common state-of-the-art techniques in program synthesis: enumerative search, constraint solving, stochastic search, and deduction-based programming by examples. It concludes with a brief list of future horizons for the field.