Algorithmic Learning Theory 9th International Conference, ALT'98, Otzenhausen, Germany, October 8-10, 1998 Proceedings /
This volume contains all the papers presented at the Ninth International Con- rence on Algorithmic Learning Theory (ALT'98), held at the European education centre Europ¨aisches Bildungszentrum (ebz) Otzenhausen, Germany, October 8{ 10, 1998. The Conference was sponsored by the Japanese Society...
| Συγγραφή απο Οργανισμό/Αρχή: | |
|---|---|
| Άλλοι συγγραφείς: | , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
1998.
|
| Έκδοση: | 1st ed. 1998. |
| Σειρά: | Lecture Notes in Artificial Intelligence ;
1501 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Editors' Introduction
- Editors' Introduction
- Inductive Logic Programming and Data Mining
- Scalability Issues in Inductive Logic Programming
- Inductive Inference
- Learning to Win Process-Control Games Watching Game-Masters
- Closedness Properties in EX-Identification of Recursive Functions
- Learning via Queries
- Lower Bounds for the Complexity of Learning Half-Spaces with Membership Queries
- Cryptographic Limitations on Parallelizing Membership and Equivalence Queries with Applications to Random Self-Reductions
- Learning Unary Output Two-Tape Automata from Multiplicity and Equivalence Queries
- Computational Aspects of Parallel Attribute-Efficient Learning
- PAC Learning from Positive Statistical Queries
- Prediction Algorithns
- Structured Weight-Based Prediction Algorithms
- Inductive Logic Programming
- Learning from Entailment of Logic Programs with Local Variables
- Logical Aspects of Several Bottom-Up Fittings
- Learnability of Translations from Positive Examples
- Analysis of Case-Based Representability of Boolean Functions by Monotone Theory
- Learning Formal Languages
- Locality, Reversibility, and Beyond: Learning Languages from Positive Data
- Synthesizing Learners Tolerating Computable Noisy Data
- Characteristic Sets for Unions of Regular Pattern Languages and Compactness
- Finding a One-Variable Pattern from Incomplete Data
- A Fast Algorithm for Discovering Optimal String Patterns in Large Text Databases
- Inductive Inference
- A Comparison of Identification Criteria for Inductive Inference of Recursive Real-Valued Functions
- Predictive Learning Models for Concept Drift
- Learning with Refutation
- Comparing the Power of Probabilistic Learning and Oracle Identification Under Monotonicity Constraints
- Learning Algebraic Structures from Text Using Semantical Knowledge
- Inductive Logic Programming
- Lime: A System for Learning Relations
- Miscellaneous
- On the Sample Complexity for Neural Trees
- Learning Sub-classes of Monotone DNF on the Uniform Distribution
- Using Attribute Grammars for Description of Inductive Inference Search Space
- Towards the Validation of Inductive Learning Systems
- Consistent Polynomial Identification in the Limit.
