| 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 |
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