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ORCID14. ILP 2004: Porto, Portugal
- Rui Camacho, Ross D. King, Ashwin Srinivasan:
Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings. Lecture Notes in Computer Science 3194, Springer 2004, 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 - Marta Arias, Roni Khardon:
Bottom-Up ILP Using Large Refinement Steps. 26-43 - 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 - Katsumi Inoue, Haruka Saito:
Circumscription Policies for Induction. 164-179 - 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 - Mathieu Serrurier, Henri Prade, Gilles Richard:
A Simulated Annealing Framework for ILP. 288-304 - Alireza Tamaddoni-Nezhad, Antonis C. Kakas, Stephen H. 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 M. Domingos:
Learning, Logic, and Probability: A Unified View. 359
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