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Inductive Logic Programming 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers
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Inductive Logic Programming 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers - neues Buch

2003, ISBN: 9783540005674

Kartoniert, 368 Seiten, 235mm x 155mm x 20mm, Sprache(n): eng Includes supplementary material: sn.pub/extrasThe Twelfth International Conference on Inductive Logic Programming was held in… Mehr…

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Stan and Claude Sammut Matwin:

Inductive Logic Programming. - Taschenbuch

2003, ISBN: 3540005676

[EAN: 9783540005674], [SC: 18.86], [PU: Berlin Springer Verlag], LOGIC PROGRAMMING; INDUCTIVE PROGRAMING; ALGORITHMIC LEARNING; MACHINE LEARNING THEORY; DATA MINING; RELATIONAL INFERENCE;… Mehr…

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Stan and Claude Sammut Matwin:
Inductive Logic Programming. - Taschenbuch

2003

ISBN: 3540005676

[EAN: 9783540005674], [SC: 4.0], [PU: Berlin Springer Verlag], LOGIC PROGRAMMING; INDUCTIVE PROGRAMING; ALGORITHMIC LEARNING; MACHINE LEARNING THEORY; DATA MINING; RELATIONAL INFERENCE; D… Mehr…

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Stan and Claude Sammut Matwin:
Inductive Logic Programming. - Taschenbuch

2003, ISBN: 3540005676

[EAN: 9783540005674], [PU: Berlin Springer Verlag], LOGIC PROGRAMMING; INDUCTIVE PROGRAMING; ALGORITHMIC LEARNING; MACHINE LEARNING THEORY; DATA MINING; RELATIONAL INFERENCE; DISCOVERY SC… Mehr…

Versandkosten: EUR 4.00 CSG Onlinebuch GMBH, Darmstadt, Germany [85260580] [Rating: 5 (von 5)]
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Matwin, Stan|Sammut, Claude:
Inductive Logic Programming - Taschenbuch

2003, ISBN: 3540005676

[EAN: 9783540005674], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], INTELLIGENZ KÜNSTLICHE KI - AI LOGIKPROGRAMMIERUNG ROBOTER ROBOTIK INDUSTRIEROBOTER ALGORITHMICLEARNING ALGORIT… Mehr…

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Bibliographische Daten des bestpassenden Buches

Details zum Buch
Inductive Logic Programming

This book constitutes the thoroughly refereed post-proceedings of the 12th International Conference on Inductive Logic Programming, ILP 2002, held in Sydney, Australia in July 2002.The 22 revised full papers presented were carefully selected during two rounds of reviewing and revision from 45 submissions. Among the topics addressed are first order decision lists, learning with description logics, bagging in ILP, kernel methods, concept learning, relational learners, description logic programs, Bayesian classifiers, knowledge discovery, data mining, logical sequences, theory learning, stochastic logic programs, machine discovery, and relational pattern discovery.

Detailangaben zum Buch - Inductive Logic Programming


EAN (ISBN-13): 9783540005674
ISBN (ISBN-10): 3540005676
Taschenbuch
Erscheinungsjahr: 2003
Herausgeber: Springer Berlin
368 Seiten
Gewicht: 0,556 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2007-05-31T10:08:18+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-03-25T11:31:20+01:00 (Berlin)
ISBN/EAN: 9783540005674

ISBN - alternative Schreibweisen:
3-540-00567-6, 978-3-540-00567-4
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: claude, sammut
Titel des Buches: ilp, programming, vis vis sydney, inductive logic, australia beyond, australia our, logic computer science, lecture notes artificial intelligence, 2002


Daten vom Verlag:

Autor/in: Stan Matwin; Claude Sammut
Titel: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence; Inductive Logic Programming - 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers
Verlag: Springer; Springer Berlin
358 Seiten
Erscheinungsjahr: 2003-02-12
Berlin; Heidelberg; DE
Sprache: Englisch
53,49 € (DE)
54,99 € (AT)
59,00 CHF (CH)
Available
X, 358 p.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Software Engineering; Verstehen; algorithm; algorithmic learning; algorithms; classifier systems; clustering; description logics; discovery science; genetic algorithms; inductive logic programing; learning; logic; logic programming; machine learning; programming; robot; algorithm analysis and problem complexity; Software Engineering; Artificial Intelligence; Computer Science; Programming Techniques; Algorithms; Formal Languages and Automata Theory; Künstliche Intelligenz; Informatik; Computerprogrammierung und Softwareentwicklung; Algorithmen und Datenstrukturen; Theoretische Informatik; EA

Contributed Papers.- Propositionalization for Clustering Symbolic Relational Descriptions.- Efficient and Effective Induction of First Order Decision Lists.- Learning with Feature Description Logics.- An Empirical Evaluation of Bagging in Inductive Logic Programming.- Kernels for Structured Data.- Experimental Comparison of Graph-Based Relational Concept Learning with Inductive Logic Programming Systems.- Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners.- Learnability of Description Logic Programs.- 1BC2: A True First-Order Bayesian Classifier.- RSD: Relational Subgroup Discovery through First-Order Feature Construction.- Mining Frequent Logical Sequences with SPIRIT-LoG.- Using Theory Completion to Learn a Robot Navigation Control Program.- Learning Structure and Parameters of Stochastic Logic Programs.- A Novel Approach to Machine Discovery: Genetic Programming and Stochastic Grammars.- Revision of First-Order Bayesian Classifiers.- The Applicability to ILP of Results Concerning the Ordering of Binomial Populations.- Compact Representation of Knowledge Bases in ILP.- A Polynomial Time Matching Algorithm of Structured Ordered Tree Patterns for Data Mining from Semistructured Data.- A Genetic Algorithms Approach to ILP.- Experimental Investigation of Pruning Methods for Relational Pattern Discovery.- Noise-Resistant Incremental Relational Learning Using Possible Worlds.- Lattice-Search Runtime Distributions May Be Heavy-Tailed.- Invited Talk Abstracts.- Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery.
Includes supplementary material: sn.pub/extras

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