On the learnability and usage of acyclic probabilistic finite automata
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
Characteristic Sets for Polynomial Grammatical Inference
Machine Learning
Predicting Protein Secondary Structure Using Stochastic Tree Grammars
Machine Learning - Special issue on learning with probabilistic representations
Learning functions represented as multiplicity automata
Journal of the ACM (JACM)
Stochastic Grammatical Inference of Text Database Structure
Machine Learning
Introduction to Formal Language Theory
Introduction to Formal Language Theory
The EuTrans Spoken Language Translation System
Machine Translation
Exploration Strategies for Model-based Learning in Multi-agent Systems: Exploration Strategies
Autonomous Agents and Multi-Agent Systems
Machine Learning
Machine Learning
Proceedings of the 4th International Colloquium on Grammatical Inference
ICGI '98 Proceedings of the 4th International Colloquium on Grammatical Inference
Wrapper Generation via Grammar Induction
ECML '00 Proceedings of the 11th European Conference on Machine Learning
Model Generation by Moderated Regular Extrapolation
FASE '02 Proceedings of the 5th International Conference on Fundamental Approaches to Software Engineering
Using Symbol Clustering to Improve Probabilistic Automaton Inference
ICGI '98 Proceedings of the 4th International Colloquium on Grammatical Inference
On the Relationship between Models for Learning in Helpful Environments
ICGI '00 Proceedings of the 5th International Colloquium on Grammatical Inference: Algorithms and Applications
ICGI '02 Proceedings of the 6th International Colloquium on Grammatical Inference: Algorithms and Applications
Learning Stochastic Regular Grammars by Means of a State Merging Method
ICGI '94 Proceedings of the Second International Colloquium on Grammatical Inference and Applications
Learning Regular Grammars to Model Musical Style: Comparing Different Coding Schemes
ICGI '98 Proceedings of the 4th International Colloquium on Grammatical Inference
Inductive Inference, DFAs, and Computational Complexity
AII '89 Proceedings of the International Workshop on Analogical and Inductive Inference
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Polynomial-time identification of very simple grammars from positive data
Theoretical Computer Science - Selected papers in honour of Setsuo Arikawa
Syntactic Decision Rules for Recognition of Spoken Words and Phrases Using a Stochastic Automaton
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning finite state machines
FSMNLP'09 Proceedings of the 8th international conference on Finite-state methods and natural language processing
Zulu: an interactive learning competition
FSMNLP'09 Proceedings of the 8th international conference on Finite-state methods and natural language processing
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We propose 10 different open problems in the field of grammatical inference. In all cases, problems are theoretically oriented but correspond to practical questions. They cover the areas of polynomial learning models, learning from ordered alphabets, learning deterministic Pomdps, learning negotiation processes, learning from context-free background knowledge.