14. ILP 2004: Porto, Portugal

@proceedings{DBLP:conf/ilp/2004,
  editor    = {Rui Camacho and
               Ross D. King and
               Ashwin Srinivasan},
  title     = {Inductive Logic Programming, 14th International Conference, ILP
               2004, Porto, Portugal, September 6-8, 2004, Proceedings},
  booktitle = {ILP},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {3194},
  year      = {2004},
  isbn      = {3-540-22941-8},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

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 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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