18. ILP 2008:
Prague,
Czech Republic
Filip Zelezný, Nada Lavrac (Eds.):
Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings.
Lecture Notes in Computer Science 5194 Springer 2008, ISBN 978-3-540-85927-7 BibTeX
Invited Talks
Research Papers
- Érick Alphonse, Aomar Osmani:
A Model to Study Phase Transition and Plateaus in Relational Learning.
6-23
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- Annalisa Appice, Michelangelo Ceci, Donato Malerba:
Top-Down Induction of Relational Model Trees in Multi-instance Learning.
24-41
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- Mark Bartlett, Iain Bate, Dimitar Kazakov:
Challenges in Relational Learning for Real-Time Systems Applications.
42-58
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- Marenglen Biba, Stefano Ferilli, Floriana Esposito:
Discriminative Structure Learning of Markov Logic Networks.
59-76
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- Gregor Leban, Jure Zabkar, Ivan Bratko:
An Experiment in Robot Discovery with ILP.
77-90
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- Ana Luísa Duboc, Aline Paes, Gerson Zaverucha:
Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples.
91-106
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- Nicola Fanizzi, Claudia d'Amato, Floriana Esposito:
DL-FOIL Concept Learning in Description Logics.
107-121
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- Paolo Frasconi, Manfred Jaeger, Andrea Passerini:
Feature Discovery with Type Extension Trees.
122-139
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- Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan:
Feature Construction Using Theory-Guided Sampling and Randomised Search.
140-157
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- Francesca A. Lisi, Floriana Esposito:
Foundations of Onto-Relational Learning.
158-175
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- Thierry Mamer, Christopher H. Bryant, John McCall:
L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning.
176-191
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- Sriraam Natarajan, Hung H. Bui, Prasad Tadepalli, Kristian Kersting, Weng-Keen Wong:
Logical Hierarchical Hidden Markov Models for Modeling User Activities.
192-209
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- Nicola Fanizzi, Claudia d'Amato, Floriana Esposito:
Learning with Kernels in Description Logics.
210-225
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- Simon Price, Peter Flach:
Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms.
226-243
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- Lorenza Saitta, Christel Vrain:
A Comparison between Two Statistical Relational Models.
244-260
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- Chiaki Sakama, Katsumi Inoue:
Brave Induction.
261-278
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- David J. Stracuzzi, Tolga Könik:
A Statistical Approach to Incremental Induction of First-Order Hierarchical Knowledge Bases.
279-296
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- Alireza Tamaddoni-Nezhad, Stephen Muggleton:
A Note on Refinement Operators for IE-Based ILP Systems.
297-314
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- Werner Uwents, Hendrik Blockeel:
Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach.
315-329
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- Hitoshi Yamasaki, Yosuke Sasaki, Takayoshi Shoudai, Tomoyuki Uchida, Yusuke Suzuki:
Learning Block-Preserving Outerplanar Graph Patterns and Its Application to Data Mining.
330-347
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Copyright © Sat May 16 23:23:37 2009
by Michael Ley (ley@uni-trier.de)