Inductive Logic Programming 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Camacho, Rui (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), King, Ross (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Srinivasan, Ashwin (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2004.
• Έκδοση: 1st ed. 2004.
• Σειρά: Lecture Notes in Artificial Intelligence ; 3194
• Θέματα: Software engineering.; Artificial intelligence.; Computer programming.; Mathematical logic.; Software Engineering/Programming and Operating Systems.; Artificial Intelligence.; Programming Techniques.; Mathematical Logic and Formal Languages.

Πίνακας περιεχομένων:

• 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.