Editors' Introduction / M.M. Richter ; C.H. Smith ; R. Wiehagen ; T. Zeugmann |
Inductive Logic Programming and Data Mining |
Scalability Issues in Inductive Logic Programming (Invited Lecture) / S. Wrobel |
Inductive Inference |
Learning to Win Process-Control Games Watching Game-Masters / J. Case ; M. Ott ; A. Sharma ; F. Stephan |
Closedness Properties in EX-identification of Recursive Functions / K. Apsitis ; R. Freivalds ; R. Simanovskis ; J. Smotrovs |
Learning via Queries |
Lower Bounds for the Complexity of Learning Half-Spaces with Membership Queries / V.N. Shevchenko ; N.Yu. Zolotykh |
Cryptographic Limitations on Parallelizing Membership and Equivalence Queries with Applications to Random Self-Reductions / M. Fischlin |
Learning Unary Output Two-Tape Automata from Multiplicity and Equivalence Queries / G. Melideo ; S. Varricchio |
Computational Aspects of Parallel Attribute-Efficient Learning / P. Damaschke |
PAC Learning from Positive Statistical Queries / F. Denis |
Prediction Algorithms |
Structured Weight-Based Prediction Algorithms (Invited Lecture) / A. Maruoka ; E. Takimoto |
Inductive Logic Programming |
Learning from Entailment of Logic Programs with Local Variables / M.K.R. Krishna Rao ; A. Sattar |
Logical Aspects of Several Bottom-Up Fittings / A. Yamamoto |
Learnability of Translations from Positive Examples / N. Sugimoto |
Analysis of Case-Based Representability of Boolean Functions by Monotone Theory / K. Satoh |
Learning Formal Languages |
Locality, Reversibility, and Beyond: Learning Languages from Positive Data / T. Head ; S. Kobayashi ; T. Yokomori |
Synthesizing Learners Tolerating Computable Noisy Data / S. Jain |
Characteristic Sets for Unions of Regular Pattern Languages and Compactness / M. Sato ; Y. Mukouchi ; D. Zheng |
Finding a One-Variable Pattern from Incomplete Data / H. Sakamoto |
A Fast Algorithm for Discovering Optimal String Patterns in Large Text Databases / H. Arimura ; A. Wataki ; R. Fujino ; S. Arikawa |
A Comparison of Identification Criteria for Inductive Inference of Recursive Real-Valued Functions / E. Hirowatari |
Predictive Learning Models for Concept Drift / S. Kaufmann |
Learning with Refutation |
Comparing the Power of Probabilistic Learning and Oracle Identification under Monotonicity Constraints / L. Meyer |
Learning Algebraic Structures from Text Using Semantical Knowledge / Y. Ventsov |
Lime: A System for Learning Relations (Invited Lecture) / E. McCreath |
Miscellaneous |
On the Sample Complexity for Neural Trees / M. Schmitt |
Learning Sub-classes of Monotone DNF on the Uniform Distribution / K.A. Verbeurgt |
Using Attribute Grammars for Description of Inductive Inference Search Space / U. Sarkans ; J. BarzdinÜ |
Towards the Validation of Inductive Learning Systems / G. Grieser ; K.P. Jantke ; S. Lange |
Consistent Polynomial Identification in the Limit / W. Stein |
Author Index |
Editors' Introduction / M.M. Richter ; C.H. Smith ; R. Wiehagen ; T. Zeugmann |
Inductive Logic Programming and Data Mining |
Scalability Issues in Inductive Logic Programming (Invited Lecture) / S. Wrobel |