Grammatical Inference: Learning Syntax from Sentences : Third International Colloquium, ICGI-96, Montpellier, France, September 25 - 27, 1996. Proceedings. 1st ed. 1996

種類:

電子ブック

責任表示:

edited by Laurent Miclet, Colin de la Higuera

出版情報:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 1996

著者名:

• Miclet, Laurent.
• Higuera, Colin de la.
• SpringerLink (Online service)

シリーズ名:

Lecture Notes in Artificial Intelligence ; 1147

ISBN:

9783540706786 [354070678X]    

注記:

Learning grammatical structure using statistical decision-trees -- Inductive inference from positive data: from heuristic to characterizing methods -- Unions of identifiable families of languages -- Characteristic sets for polynomial grammatical inference -- Query learning of subsequential transducers -- Lexical categorization: Fitting template grammars by incremental MDL optimization -- Selection criteria for word trigger pairs in language modeling -- Clustering of sequences using a minimum grammar complexity criterion -- A note on grammatical inference of slender context-free languages -- Learning linear grammars from structural information -- Learning of context-sensitive language acceptors through regular inference and constraint induction -- Inducing constraint grammars -- Introducing statistical dependencies and structural constraints in variable-length sequence models -- A disagreement count scheme for inference of constrained Markov networks -- Using knowledge to improve N-Gram language modelling thro
This book constitutes the refereed proceedings of the Third International Colloquium on Grammatical Inference, ICGI-96, held in Montpellier, France, in September 1996. The 25 revised full papers contained in the book together with two invited key papers by Magerman and Knuutila were carefully selected for presentation at the conference. The papers are organized in sections on algebraic methods and algorithms, natural language and pattern recognition, inference and stochastic models, incremental methods and inductive logic programming, and operational issues.

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