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" Grammatical inference: "
Laurent Miclet, Colin de la Higuera (eds.).
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BL
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| Record Number
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723214
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b542928
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| Main Entry
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Laurent Miclet, Colin de la Higuera (eds.).
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| Title & Author
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Grammatical inference: : learning syntax from sentences : third international colloquium, ICGI-96, Montpellier, France, September 25-27,1995 : proceedings\ Laurent Miclet, Colin de la Higuera (eds.).
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| Publication Statement
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Berlin [etc.]: Springer, 1996
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| Series Statement
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Lecture notes in computer science, Lecture notes in artificial intelligence., 1147.
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VIII, 325 str. : ilustr. ; 24 cm.
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| ISBN
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3540617787
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: 9783540617785
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| Notes
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... the International Colloquium on Grammatical Inference 1996 (ICGI '96) ... --> predgovor.
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| Contents
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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 through the MGGI methodology.- Discrete sequence prediction with commented Markov models.- Learning k-piecewise testable languages from positive data.- Learning code regular and code linear languages.- Incremental regular inference.- An incremental interactive algorithm for regular grammar inference.- Inductive logic programming for discrete event systems.- Stochastic simple recurrent neural networks.- Inferring stochastic regular grammars with recurrent neural networks.- Maximum mutual information and conditional maximum likelihood estimations of stochastic regular syntax-directed translation schemes.- Grammatical inference using Tabu Search.- Using domain information during the learning of a subsequential transducer.- Identification of DFA: Data-dependent versus data-independent algorithms.
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| Subject
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računalništvo -- umetna inteligenca -- algebrske metode -- algoritmi -- razpoznavanje vzorcev -- stohastični modeli -- slovnična sklepanja -- inkrementalne metode -- logično programiranje -- učenje slovničnih struktur -- zborniki
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Laurent Miclet
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| Parallel Title
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Grammatical inference.
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