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Grammatical Inference: Algorithms and Applications

8th International Colloquium, ICGI 2006, Tokyo, Japan, September 20-22, 2006, Proceedings
BuchKartoniert, Paperback
359 Seiten
Englisch
Springererschienen am18.09.2006
Constitutes the refereed proceedings of the 8th International Colloquium on Grammatical Inference, ICGI 2006. This book presents 25 revised full papers and 8 revised short papers together with 2 invited contributions. It discusses topics that range from theoretical results of learning algorithms to innovative applications of grammatical inference.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR53,49
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Produkt

KlappentextConstitutes the refereed proceedings of the 8th International Colloquium on Grammatical Inference, ICGI 2006. This book presents 25 revised full papers and 8 revised short papers together with 2 invited contributions. It discusses topics that range from theoretical results of learning algorithms to innovative applications of grammatical inference.
Details
ISBN/GTIN978-3-540-45264-5
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2006
Erscheinungsdatum18.09.2006
ReiheLecture Notes in Computer Science
Seiten359 Seiten
SpracheEnglisch
Gewicht526 g
IllustrationenXII, 359 p.
Artikel-Nr.10736442

Inhalt/Kritik

Inhaltsverzeichnis
Invited Papers.- Parsing Without Grammar Rules.- Classification of Biological Sequences with Kernel Methods.- Regular Papers.- Identification in the Limit of Systematic-Noisy Languages.- Ten Open Problems in Grammatical Inference.- Polynomial-Time Identification of an Extension of Very Simple Grammars from Positive Data.- PAC-Learning Unambiguous NTS Languages.- Incremental Learning of Context Free Grammars by Bridging Rule Generation and Search for Semi-optimum Rule Sets.- Variational Bayesian Grammar Induction for Natural Language.- Stochastic Analysis of Lexical and Semantic Enhanced Structural Language Model.- Using Pseudo-stochastic Rational Languages in Probabilistic Grammatical Inference.- Learning Analysis by Reduction from Positive Data.- Inferring Grammars for Mildly Context Sensitive Languages in Polynomial-Time.- Planar Languages and Learnability.- A Unified Algorithm for Extending Classes of Languages Identifiable in the Limit from Positive Data.- Protein Motif Prediction by Grammatical Inference.- Grammatical Inference in Practice: A Case Study in the Biomedical Domain.- Inferring Grammar Rules of Programming Language Dialects.- The Tenjinno Machine Translation Competition.- Large Scale Inference of Deterministic Transductions: Tenjinno Problem 1.- A Discriminative Model of Stochastic Edit Distance in the Form of a Conditional Transducer.- Learning n-Ary Node Selecting Tree Transducers from Completely Annotated Examples.- Learning Multiplicity Tree Automata.- Learning DFA from Correction and Equivalence Queries.- Using MDL for Grammar Induction.- Characteristic Sets for Inferring the Unions of the Tree Pattern Languages by the Most Fitting Hypotheses.- Learning Deterministic DEC Grammars Is Learning Rational Numbers.- Iso-array Acceptors and Learning.- Poster Papers.- A Merging States Algorithm for Inference of RFSAs.- Query-Based Learning of XPath Expressions.- Learning Finite-State Machines from Inexperienced Teachers.- Suprasymbolic Grammar Induction by Recurrent Self-Organizing Maps.- Graph-Based Structural Data Mining in Cognitive Pattern Interpretation.- Constructing Song Syntax by Automata Induction.- Learning Reversible Languages with Terminal Distinguishability.- Grammatical Inference for Syntax-Based Statistical Machine Translation.mehr

Schlagworte