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The F L I P System
to analytical_ip experiment flip iflp induction inductive_programming ip-system machine_learning program_synthesis by emanuel on Apr 21, 2008, 7:32 PM
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Stephen Muggleton
stephen muggleton's homepage
to golem ilp inductive_programming machine_learning muggleton progol program_synthesis by emanuel and 1 other user on Dec 19, 2007, 2:57 PM
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Ross Quinlan's personal homepage
to foil ilp inductive_programming machine_learning program_synthesis quinlan by emanuel and 2 other users on Dec 19, 2007, 2:57 PM
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publications

(34)

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FOIL: A Midterm Report
J. R. Quinlan, and R. M. Cameron-Jones Proceedings of the 6th European Conference on Machine Learning, page 3--20. London, UK, Springer-Verlag, (1993)
to applications enumerative_ip experiment foil ilp induction inductive_programming inproceedings machine_learning program_synthesis by emanuel and 3 other users on Apr 22, 2010, 10:05 PM
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Avoiding Pitfalls When Learning Recursive Theories
R. M. Cameron-Jones, and J. R. Quinlan Proceedings of the 13th International Joint Conference on Artificial Intelligence, page 1050--1057. Morgan Kaufmann, (1993)
to enumerative_ip foil ilp induction inductive_programming inproceedings machine_learning program_synthesis by emanuel and 1 other user on Apr 22, 2010, 10:04 PM
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Inductive Logic Programming
Stephen Muggleton New Generation Computing 8(4):295--318 (1991)
to article ilp induction machine_learning by emanuel and 4 other users on Apr 22, 2010, 5:14 PM
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Induction of Decision Trees
J. Ross Quinlan Machine Learning 1(1):81--106 (1986)
to decision_trees machine_learning by emanuel and 14 other users on Apr 21, 2010, 9:58 PM
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Learning From Observation: Conceptual Clustering
Ryszard S. Michalski, and Robert E. Stepp Machine Learning: An Artificial Intelligence Approach, chapter 11, Tioga, (1983)
to constructive_induction machine_learning by emanuel and 2 other users on Apr 21, 2010, 9:57 PM
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Shift of Bias for Inductive Concept Learning
Paul E. Utgoff Machine Learning: An Artificial Intelligence Approach, 2, chapter 5, Morgan Kaufmann Publishers, (1983)
to bias bias-shift machine_learning by emanuel on Apr 21, 2010, 9:56 PM
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Language Identification in the Limit
E. Mark Gold Information and Control 10(5):447--474 (1967)
to article identification_in_the_limit induction machine_learning seminal_paper by emanuel and 8 other users on Apr 21, 2010, 9:55 PM
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The Need for Biases in Learning Generalizations
Tom M. Mitchell Rutgers University, New Brunswick, NJ, (1980)
to machine_learning by emanuel on Apr 21, 2010, 9:53 PM
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An Algorithm that Infers Theories from Facts
Ehud Y. Shapiro Proceedings of the 7th International Joint Conference on Artificial Intelligence IJCAI '81, page 446--451. Los Altos, CA, Morgan Kaufmann, (1981)
to ilp inductive_programming machine_learning mis seminal_paper by emanuel and 1 other user on Aug 7, 2009, 1:41 PM
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Inductive Program Synthesis: From Theory to Application
Ute Schmid, Emanuel Kitzelmann, and Fritz Wysotzki Beiträge zum Treffen der GI-Fachgruppe 1.1.3 Maschinelles Lernen FGML 2002, page 135--141. (2002)
to ifp induction inductive_programming inproceedings machine_learning program_synthesis recursive_program_schemes by emanuel and 1 other user on Jun 21, 2009, 3:27 PM
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An Explanation Based Generalization Approach to Inductive Synthesis of Functional Programs
Emanuel Kitzelmann, and Ute Schmid ICML-2005 Workshop on Approaches and Applications of Inductive Programming, page 15--27. (2005)
to analytical_ip ebg ifp igor1 induction inductive_programming inproceedings machine_learning program_synthesis recursive_program_schemes by emanuel and 1 other user on Jun 21, 2009, 3:19 PM
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Proceedings of the ICML-2005 Workshop on Approaches and Applications of Inductive Programming
Emanuel Kitzelmann, Roland Olsson, and Ute Schmid (Eds.). (2005)
to ifp ilp induction inductive_programming machine_learning proceedings program_synthesis by emanuel on Jun 21, 2009, 3:17 PM
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Proceedings of the ECML/PKDD-2007 Workshop on Approaches and Applications of Inductive Programming
Emanuel Kitzelmann, and Ute Schmid (Eds.). (2007)
to induction inductive_programming machine_learning proceedings program_synthesis by emanuel on Jun 21, 2009, 3:07 PM
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Analysis and Evaluation of Inductive Programming Systems in a Higher-Order Framework
Martin Hofmann, Emanuel Kitzelmann, and Ute Schmid German Conference on Artificial Intelligence KI'08, volume 5243 of LNAI, page 78--86. Springer-Verlag, (2008)
to analytical_ip enumerative_ip experiment haskell higher-order_functions iflp ifp igor2 ilp induction inductive_programming inproceedings machine_learning overview program_synthesis by emanuel on Jun 20, 2009, 4:54 PM
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Inductive Logic Programming: From Machine Learning to Software Engineering
Francesco Bergadano, and Daniele Gunetti MIT Press, Cambridge, MA, USA, (1995)
to book filp ilp induction inductive_programming machine_learning program_synthesis software_engineering by emanuel and 1 other user on May 26, 2009, 5:11 PM
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Advances in Inductive Logic Programming
Luc De Raedt (Eds.). IOS Press, (1996)
to book ilp induction machine_learning by emanuel on May 26, 2009, 5:02 PM
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Inductive Learning from Good Examples
Xiaofeng C. Ling Proceedings of the 12th International Joint Conference on Artificial Intelligence IJCAI'91, 2, page 751--756. (1991)
to ilp inductive_programming learnability machine_learning program_synthesis recursion by emanuel on Jan 2, 2009, 5:22 PM
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Equivalence Queries and Approximate Fingerprints
Dana Angluin Proceedings of the 2nd Annual Workshop on Computational Learning Theory COLT'89, page 134--145. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (1989)
to induction learnability machine_learning pac-learning by emanuel and 2 other users on Dec 21, 2008, 12:12 PM
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Queries and Concept Learning
Dana Angluin Machine Learning 2(4):319--342 (1988)
to comparison induction learnability machine_learning pac-learning seminal_paper by emanuel and 2 other users on Dec 21, 2008, 12:06 PM
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Inverse Entailment and Progol
Stephen H. Muggleton New Generation Computing (1995)
to ilp induction inductive_programming ip-system learnability machine_learning progol by emanuel and 5 other users on Dec 16, 2008, 6:36 PM
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