Inductive logic programming : 14th international conference, ILP 2004, Porto, Portugal, September 6-8, 2004 : proceedings
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| Yhteisötekijä: | |
|---|---|
| Muut tekijät: | , , |
| Aineistotyyppi: | Livre numérique |
| Kieli: | Anglais |
| Julkaistu: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Sarja: | Lecture notes in computer science. Lecture notes in artificial intelligence
3194 |
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| Linkit: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Huomautus: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Inductive logic programming, 14th international conference, ILP 2004, Porto, Portugal, September 6-8, 2004, proceedings, Rui Camacho, Ross King, Ashwin Srinivasan (eds.), Berlin, Springer, 2004, 1 vol. (XI-358 p.), Lecture notes in computer science, 3-540-22941-8 • Inductive Logic Programming, Texte imprimé, 9783662178300 |
Sisällysluettelo:
- Invited Papers
- Automated Synthesis of Data Analysis Programs: Learning in Logic
- At the Interface of Inductive Logic Programming and Statistics
- From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery
- Systems Biology: A New Challenge for ILP
- Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text
- Research Papers
- Macro-Operators Revisited in Inductive Logic Programming
- Bottom-Up ILP Using Large Refinement Steps
- On the Effect of Caching in Recursive Theory Learning
- FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets
- Learning an Approximation to Inductive Logic Programming Clause Evaluation
- Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction
- Automatic Induction of First-Order Logic Descriptors Type Domains from Observations
- On Avoiding Redundancy in Inductive Logic Programming
- Generalization Algorithms for Second-Order Terms
- Circumscription Policies for Induction
- Logical Markov Decision Programs and the Convergence of Logical TD(?)
- Learning Goal Hierarchies from Structured Observations and Expert Annotations
- Efficient Evaluation of Candidate Hypotheses in -log
- An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques
- Improving Rule Evaluation Using Multitask Learning
- Learning Logic Programs with Annotated Disjunctions
- A Simulated Annealing Framework for ILP
- Modelling Inhibition in Metabolic Pathways Through Abduction and Induction
- First Order Random Forests with Complex Aggregates
- A Monte Carlo Study of Randomised Restarted Search in ILP
- Addendum
- Learning, Logic, and Probability: A Unified View.