Inductive Logic Programming 13th International Conference, ILP 2003, Szeged, Hungary, September 29 - October 1, 2003, Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Horváth, Tamas (Editor, http://id.loc.gov/vocabulary/relators/edt), Yamamoto, Akihiro (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2003.
• Edition: 1st ed. 2003.
• Series: Lecture Notes in Artificial Intelligence ; 2835
• Subjects: Software engineering.; Artificial intelligence.; Computer science.; Computer programming.; Mathematical logic.; Software Engineering/Programming and Operating Systems.; Artificial Intelligence.; Computer Science, general.; Programming Techniques.; Mathematical Logic and Formal Languages.

Table of Contents:

• Invited Papers
• A Personal View of How Best to Apply ILP
• Agents that Reason and Learn
• Research Papers
• Mining Model Trees: A Multi-relational Approach
• Complexity Parameters for First-Order Classes
• A Multi-relational Decision Tree Learning Algorithm - Implementation and Experiments
• Applying Theory Revision to the Design of Distributed Databases
• Disjunctive Learning with a Soft-Clustering Method
• ILP for Mathematical Discovery
• An Exhaustive Matching Procedure for the Improvement of Learning Efficiency
• Efficient Data Structures for Inductive Logic Programming
• Graph Kernels and Gaussian Processes for Relational Reinforcement Learning
• On Condensation of a Clause
• A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting
• Comparative Evaluation of Approaches to Propositionalization
• Ideal Refinement of Descriptions in -Log
• Which First-Order Logic Clauses Can Be Learned Using Genetic Algorithms?
• Improved Distances for Structured Data
• Induction of Enzyme Classes from Biological Databases
• Estimating Maximum Likelihood Parameters for Stochastic Context-Free Graph Grammars
• Induction of the Effects of Actions by Monotonic Methods
• Hybrid Abductive Inductive Learning: A Generalisation of Progol
• Query Optimization in Inductive Logic Programming by Reordering Literals
• Efficient Learning of Unlabeled Term Trees with Contractible Variables from Positive Data
• Relational IBL in Music with a New Structural Similarity Measure
• An Effective Grammar-Based Compression Algorithm for Tree Structured Data.