14. ILP 2004: Porto, Portugal
Rui Camacho, Ross D. King, Ashwin Srinivasan (Eds.): Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings. Springer 2004 Lecture Notes in Computer Science ISBN 3-540-22941-8
Invited Papers
- Wray L. Buntine: Automated Synthesis of Data Analysis Programs: Learning in Logic. 1
- James Cussens: At the Interface of Inductive Logic Programming and Statistics. 2-3
- Luc Dehaspe: From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery. 4
- Steve Oliver: Systems Biology: A New Challenge for ILP. 5-6
- Jude W. Shavlik: Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text. 7
Research Papers
- Érick Alphonse: Macro-Operators Revisited in Inductive Logic Programming. 8-25
- Margherita Berardi, Antonio Varlaro, Donato Malerba: On the Effect of Caching in Recursive Theory Learning. 44-62
- Joseph Bockhorst, Irene M. Ong: FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets. 63-79
- Frank DiMaio, Jude W. Shavlik: Learning an Approximation to Inductive Logic Programming Clause Evaluation. 80-97
- Mark Goadrich, Louis Oliphant, Jude W. Shavlik: Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction. 98-115
- Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro: Automatic Induction of First-Order Logic Descriptors Type Domains from Observations. 116-131
- Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho: On Avoiding Redundancy in Inductive Logic Programming. 132-146
- Kouichi Hirata, Takeshi Ogawa, Masateru Harao: Generalization Algorithms for Second-Order Terms. 147-163
- Kristian Kersting, Luc De Raedt: Logical Markov Decision Programs and the Convergence of Logical TD(lambda). 180-197
- Tolga Könik, John E. Laird: Learning Goal Hierarchies from Structured Observations and Expert Annotations. 198-215
- Francesca A. Lisi, Floriana Esposito: Efficient Evaluation of Candidate Hypotheses in AL-log. 216-233
- Jérôme Maloberti, Einoshin Suzuki: An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques. 234-251
- Mark D. Reid: Improving Rule Evaluation Using Multitask Learning. 252-269
- Fabrizio Riguzzi: Learning Logic Programs with Annotated Disjunctions. 270-287
- Alireza Tamaddoni-Nezhad, Antonis C. Kakas, Stephen Muggleton, Florencio Pazos: Modelling Inhibition in Metabolic Pathways Through Abduction and Induction. 305-322
- Celine Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski: First Order Random Forests with Complex Aggregates. 323-340
- Filip Zelezný, Ashwin Srinivasan, David Page: A Monte Carlo Study of Randomised Restarted Search in ILP. 341-358
Addendum
- Pedro Domingos: Learning, Logic, and Probability: A Unified View. 359
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last updated on 2013-06-18T211851 by the dblp team