17. ILP 2007:
Corvallis,
Oregon,
USA
Hendrik Blockeel, Jan Ramon, Jude W. Shavlik, Prasad Tadepalli (Eds.):
Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers.
Lecture Notes in Computer Science 4894 Springer 2008, ISBN 978-3-540-78468-5 BibTeX
Invited Talks
Extended Abstracts
Full Papers
- Claudia d'Amato, Nicola Fanizzi, Floriana Esposito:
Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases.
29-38
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- Grant Anderson, Bernhard Pfahringer:
Clustering Relational Data Based on Randomized Propositionalization.
39-48
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- Nicolas Baskiotis, Michèle Sebag:
Structural Statistical Software Testing with Active Learning in a Graph.
49-62
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- Will Bridewell, Ljupco Todorovski:
Learning Declarative Bias.
63-77
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- Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vítor Santos Costa:
ILP : - Just Trie It.
78-87
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- Tom Croonenborghs, Kurt Driessens, Maurice Bruynooghe:
Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning.
88-97
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- Aram Galstyan, Paul R. Cohen:
Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification.
98-111
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- Romaric Gaudel, Michèle Sebag, Antoine Cornuéjols:
A Phase Transition-Based Perspective on Multiple Instance Kernels.
112-121
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- Mark Goadrich, Jude W. Shavlik:
Combining Clauses with Various Precisions and Recalls to Produce Accurate Probabilistic Estimates.
122-131
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- Evelina Lamma, Paola Mello, Fabrizio Riguzzi, Sergio Storari:
Applying Inductive Logic Programming to Process Mining.
132-146
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- Jens Lehmann, Pascal Hitzler:
A Refinement Operator Based Learning Algorithm for the ALC Description Logic.
147-160
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- Jens Lehmann, Pascal Hitzler:
Foundations of Refinement Operators for Description Logics.
161-174
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- Sriraam Natarajan, Prasad Tadepalli, Alan Fern:
A Relational Hierarchical Model for Decision-Theoretic Assistance.
175-190
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- Louis Oliphant, Jude W. Shavlik:
Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming.
191-199
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- Aline Paes, Gerson Zaverucha, Vítor Santos Costa:
Revising First-Order Logic Theories from Examples Through Stochastic Local Search.
200-210
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- Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan:
Using ILP to Construct Features for Information Extraction from Semi-structured Text.
211-224
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- Oliver Ray, Katsumi Inoue:
Mode-Directed Inverse Entailment for Full Clausal Theories.
225-238
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- Yosuke Sasaki, Hitoshi Yamasaki, Takayoshi Shoudai, Tomoyuki Uchida:
Mining of Frequent Block Preserving Outerplanar Graph Structured Patterns.
239-253
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- Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin:
Relational Macros for Transfer in Reinforcement Learning.
254-268
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- Anneleen Van Assche, Hendrik Blockeel:
Seeing the Forest Through the Trees.
269-279
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- Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin:
Building Relational World Models for Reinforcement Learning.
280-291
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- Xiaobing Wu:
An Inductive Learning System for XML Documents.
292-306
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:23:37 2009
by Michael Ley (ley@uni-trier.de)
