Francesco Bergadano's Books

Machine Learning: ECML-94

European Conference on Machine Learning, Catania, Italy, April 6-8, 1994. Proceedings

By: Francesco Bergadano

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Machine Learning: ECML-94

European Conference on Machine Learning, Catania, Italy, April 6-8, 1994. Proceedings

By: Francesco Bergadano

This volume contains the proceedings of the European Conference on Machine Learning 1994, which continues the tradition of earlier meetings and which is a major forum for the presentation of the latest and most significant results in machine learning. Machine learning is one of the most important subfields of artificial intelligence and computer science, as it is concerned with the automation of learning processes. This volume contains two invited papers, 19 regular papers, and 25 short papers carefully reviewed and selected from in total 88 submissions. The papers describe techniques, algorithms, implementations, and experiments in the area of machine learning.

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Page Count

460

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3540578684

ISBN 13

9783540578680

Inductive Logic Programming

From Machine Learning to Software Engineering

By: Francesco Bergadano,Daniele Gunetti

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Inductive Logic Programming

From Machine Learning to Software Engineering

By: Francesco Bergadano,Daniele Gunetti

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

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Page Count

264

Publisher

MIT Press

Published Date

ISBN 10

0262023938

ISBN 13

9780262023931

Inductive Logic Programming

From Machine Learning to Software Engineering

By: Francesco Bergadano,Daniele Gunetti

Write a review Read reviews Take a Quiz Solve Book Puzzle

Inductive Logic Programming

From Machine Learning to Software Engineering

By: Francesco Bergadano,Daniele Gunetti

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

264

Publisher

MIT Press

Published Date

ISBN 10

0262023938

ISBN 13

9780262023931

Machine Learning: ECML-94

European Conference on Machine Learning, Catania, Italy, April 6-8, 1994. Proceedings

By: Francesco Bergadano

Write a review Read reviews Take a Quiz Solve Book Puzzle

Machine Learning: ECML-94

European Conference on Machine Learning, Catania, Italy, April 6-8, 1994. Proceedings

By: Francesco Bergadano

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

460

Publisher

Springer Science & Business Media

Published Date

ISBN 10

3540578684

ISBN 13

9783540578680

Book's by Francesco Bergadano

Machine Learning: ECML-94

Machine Learning: ECML-94

Inductive Logic Programming

Inductive Logic Programming

Inductive Logic Programming

Inductive Logic Programming

Machine Learning: ECML-94

Machine Learning: ECML-94

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