Inductive Logic Programming

Inductive Logic Programming

Author: Francesco Bergadano

Publisher: MIT Press

Published: 1996

Total Pages: 264

ISBN-13: 9780262023931

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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


Book Synopsis Inductive Logic Programming by : Francesco Bergadano

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


Foundations of Inductive Logic Programming

Foundations of Inductive Logic Programming

Author: Shan-Hwei Nienhuys-Cheng

Publisher: Springer Science & Business Media

Published: 1997-04-18

Total Pages: 440

ISBN-13: 9783540629276

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The state of the art of the bioengineering aspects of the morphology of microorganisms and their relationship to process performance are described in this volume. Materials and methods of the digital image analysis and mathematical modeling of hyphal elongation, branching and pellet formation as well as their application to various fungi and actinomycetes during the production of antibiotics and enzymes are presented.


Book Synopsis Foundations of Inductive Logic Programming by : Shan-Hwei Nienhuys-Cheng

Download or read book Foundations of Inductive Logic Programming written by Shan-Hwei Nienhuys-Cheng and published by Springer Science & Business Media. This book was released on 1997-04-18 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: The state of the art of the bioengineering aspects of the morphology of microorganisms and their relationship to process performance are described in this volume. Materials and methods of the digital image analysis and mathematical modeling of hyphal elongation, branching and pellet formation as well as their application to various fungi and actinomycetes during the production of antibiotics and enzymes are presented.


Probabilistic Inductive Logic Programming

Probabilistic Inductive Logic Programming

Author: Luc De Raedt

Publisher: Springer

Published: 2008-02-26

Total Pages: 348

ISBN-13: 354078652X

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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.


Book Synopsis Probabilistic Inductive Logic Programming by : Luc De Raedt

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.


Inductive Logic Programming

Inductive Logic Programming

Author: Stephen Muggleton

Publisher:

Published: 2014-01-15

Total Pages: 412

ISBN-13: 9783662186947

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Book Synopsis Inductive Logic Programming by : Stephen Muggleton

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:


Inductive Logic Programming

Inductive Logic Programming

Author: Sašo Džeroski

Publisher: Springer Science & Business Media

Published: 1999-06-09

Total Pages: 308

ISBN-13: 3540661093

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Wewishtothank AlfredHofmannandAnnaKramerofSpringer-Verlagfortheircooperationin publishing these proceedings. Finally, we gratefully acknowledge the nancial supportprovidedbythesponsorsofILP-99.


Book Synopsis Inductive Logic Programming by : Sašo Džeroski

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.


Inductive Logic Programming

Inductive Logic Programming

Author: Nada Lavrač

Publisher: Ellis Horwood

Published: 1994

Total Pages: 328

ISBN-13:

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Book Synopsis Inductive Logic Programming by : Nada Lavrač

Download or read book Inductive Logic Programming written by Nada Lavrač and published by Ellis Horwood. This book was released on 1994 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Inductive Logic Programming

Inductive Logic Programming

Author: James Cussens

Publisher: Springer Science & Business Media

Published: 2000-07-12

Total Pages: 288

ISBN-13: 354067795X

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Mich`eleSebag(EcolePolytechnique,France) AshwinSrinivasan(UniversityofOxford,UK) PrasadTadepalli(OregonStateUniversity,USA) StefanWrobel(UniversityofMagdeburg,Germany) AkihiroYamamoto(UniversityofHokkaido,Japan) Additional Referees ́ ErickAlphonse(Universit ́edeParis-Sud,France) LiviuBadea(NationalInstituteforResearchandDevelopmentinInformatics,


Book Synopsis Inductive Logic Programming by : James Cussens

Download or read book Inductive Logic Programming written by James Cussens and published by Springer Science & Business Media. This book was released on 2000-07-12 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mich`eleSebag(EcolePolytechnique,France) AshwinSrinivasan(UniversityofOxford,UK) PrasadTadepalli(OregonStateUniversity,USA) StefanWrobel(UniversityofMagdeburg,Germany) AkihiroYamamoto(UniversityofHokkaido,Japan) Additional Referees ́ ErickAlphonse(Universit ́edeParis-Sud,France) LiviuBadea(NationalInstituteforResearchandDevelopmentinInformatics,


Transactions on Petri Nets and Other Models of Concurrency II

Transactions on Petri Nets and Other Models of Concurrency II

Author: Wil M. P. van der Aalst

Publisher: Springer

Published: 2009-03-26

Total Pages: 297

ISBN-13: 3642008992

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Transactions on Petri Nets and Other Models of Concurrency (ToPNoC) II These Transactions publish archival papers in the broad area of Petri nets and other models of concurrency, ranging from theoretical work to tool support and industrial applications. ToPNoC issues are published as LNCS volumes, and hence are widely distributed and indexed. This Journal has its own Editorial Board which selects papers based on a rigorous two-stage refereeing process. ToPNoC contains: - Revised versions of a selection of the best papers from workshops and tutorials at the annual Petri net conferences - Special sections/issues within particular subareas (similar to those published in the Advances in Petri Nets series) - Other papers invited for publication in ToPNoC - Papers submitted directly to ToPNoC by their authors The second volume of ToPNoC focuses on Concurrency in Process-Aware Information Systems. Although the topic of business process management using information technology has been addressed by consultants and software developers in depth, more fundamental approaches towards such Process-Aware Information Systems (PAISs) have been rather uncommon. It wasn't until the 1990s that researchers started to work on the foundations of PAISs. Clearly, concurrency theory is an essential ingredient in these foundations as business processes are highly concurrent involving all types of routing logic and resource allocation mechanisms. The 16 papers in this special issue of ToPNoC cover topics ranging from the formal (mostly Petri-net based) foundations of PAISs to more applied topics such as flexibility and process mining. Thus, this volume gives a good overview of the state of the art in PAIS research.


Book Synopsis Transactions on Petri Nets and Other Models of Concurrency II by : Wil M. P. van der Aalst

Download or read book Transactions on Petri Nets and Other Models of Concurrency II written by Wil M. P. van der Aalst and published by Springer. This book was released on 2009-03-26 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transactions on Petri Nets and Other Models of Concurrency (ToPNoC) II These Transactions publish archival papers in the broad area of Petri nets and other models of concurrency, ranging from theoretical work to tool support and industrial applications. ToPNoC issues are published as LNCS volumes, and hence are widely distributed and indexed. This Journal has its own Editorial Board which selects papers based on a rigorous two-stage refereeing process. ToPNoC contains: - Revised versions of a selection of the best papers from workshops and tutorials at the annual Petri net conferences - Special sections/issues within particular subareas (similar to those published in the Advances in Petri Nets series) - Other papers invited for publication in ToPNoC - Papers submitted directly to ToPNoC by their authors The second volume of ToPNoC focuses on Concurrency in Process-Aware Information Systems. Although the topic of business process management using information technology has been addressed by consultants and software developers in depth, more fundamental approaches towards such Process-Aware Information Systems (PAISs) have been rather uncommon. It wasn't until the 1990s that researchers started to work on the foundations of PAISs. Clearly, concurrency theory is an essential ingredient in these foundations as business processes are highly concurrent involving all types of routing logic and resource allocation mechanisms. The 16 papers in this special issue of ToPNoC cover topics ranging from the formal (mostly Petri-net based) foundations of PAISs to more applied topics such as flexibility and process mining. Thus, this volume gives a good overview of the state of the art in PAIS research.


Inductive Logic Programming

Inductive Logic Programming

Author: Stephen Muggleton

Publisher: Morgan Kaufmann

Published: 1992

Total Pages: 602

ISBN-13: 9780125097154

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Inductive logic programming is a new research area emerging at present. Whilst inheriting various positive characteristics of the parent subjects of logic programming an machine learning, it is hoped that the new area will overcome many of the limitations of its forbears. This book describes the theory, implementations and applications of Inductive Logic Programming.


Book Synopsis Inductive Logic Programming by : Stephen Muggleton

Download or read book Inductive Logic Programming written by Stephen Muggleton and published by Morgan Kaufmann. This book was released on 1992 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inductive logic programming is a new research area emerging at present. Whilst inheriting various positive characteristics of the parent subjects of logic programming an machine learning, it is hoped that the new area will overcome many of the limitations of its forbears. This book describes the theory, implementations and applications of Inductive Logic Programming.


Encyclopedia of Machine Learning

Encyclopedia of Machine Learning

Author: Claude Sammut

Publisher: Springer Science & Business Media

Published: 2011-03-28

Total Pages: 1061

ISBN-13: 0387307680

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This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.


Book Synopsis Encyclopedia of Machine Learning by : Claude Sammut

Download or read book Encyclopedia of Machine Learning written by Claude Sammut and published by Springer Science & Business Media. This book was released on 2011-03-28 with total page 1061 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.