15. ILP 2005:
Bonn,
Germany
Stefan Kramer, Bernhard Pfahringer (Eds.):
Inductive Logic Programming, 15th International Conference, ILP 2005, Bonn, Germany, August 10-13, 2005, Proceedings.
Lecture Notes in Computer Science 3625 Springer 2005, ISBN 3-540-28177-0 BibTeX
Research Papers
- Hiroki Arimura, Takeaki Uno:
An Output-Polynomial Time Algorithm for Mining Frequent Closed Attribute Trees.
1-19
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- Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachiyo Arai:
Guiding Inference Through Relational Reinforcement Learning.
20-37
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- John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael J. Witbrock, Brett Summers:
Converting Semantic Meta-knowledge into Inductive Bias.
38-50
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- Dongkyu Choi, Pat Langley:
Learning Teleoreactive Logic Programs from Problem Solving.
51-68
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- Héctor Corrada Bravo, David Page, Raghu Ramakrishnan, Jude W. Shavlik, Vítor Santos Costa:
A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment.
69-86
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- Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Distance Based Generalisation.
87-102
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- Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito:
Automatic Induction of Abduction and Abstraction Theories from Observations.
103-120
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- Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon:
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.
121-135
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- Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho:
Strategies to Parallelize ILP Systems.
136-153
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- Katsumi Inoue, Hideyuki Bando, Hidetomo Nabeshima:
Inducing Causal Laws by Regular Inference.
154-171
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- Frédéric Koriche:
Online Closure-Based Learning of Relational Theories.
172-189
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- Sergei O. Kuznetsov, Mikhail V. Samokhin:
Learning Closed Sets of Labeled Graphs for Chemical Applications.
190-208
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- Francesca A. Lisi, Floriana Esposito:
ILP Meets Knowledge Engineering: A Case Study.
209-226
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- Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza:
Spatial Clustering of Structured Objects.
227-245
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- Kee Siong Ng:
Generalization Behaviour of Alkemic Decision Trees.
246-263
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- Kee Siong Ng, John W. Lloyd:
Predicate Selection for Structural Decision Trees.
264-278
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- Ramón P. Otero:
Induction of the Indirect Effects of Actions by Monotonic Methods.
279-294
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- Aline Paes, Kate Revoredo, Gerson Zaverucha, Vítor Santos Costa:
Probabilistic First-Order Theory Revision from Examples.
295-311
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- Chiaki Sakama, Katsumi Inoue:
Inductive Equivalence of Logic Programs.
312-329
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- Yi-Dong Shen, Qiang Yang:
Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops.
330-347
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- Ashwin Srinivasan, Ravi Kothari:
A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis Space.
348-365
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- Ryoji Takami, Yusuke Suzuki, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura:
Polynomial Time Inductive Inference of TTSP Graph Languages from Positive Data.
366-383
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- Werner Uwents, Hendrik Blockeel:
Classifying Relational Data with Neural Networks.
384-396
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- Filip Zelezný:
Efficient Sampling in Relational Feature Spaces.
397-413
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Invited Papers
Copyright © Sat May 16 23:23:36 2009
by Michael Ley (ley@uni-trier.de)
