Grammatical Inference: Algorithms and Applications 6th International Colloquium: ICGI 2002, Amsterdam, The Netherlands, September 23-25, 2002. Proceedings

The Sixth International Colloquium on Grammatical Inference (ICGI2002) was held in Amsterdam on September 23-25th, 2002. ICGI2002 was the sixth in a series of successful biennial international conferenceson the area of grammatical inference. Previous meetings were held in Essex, U.K.; Alicante, Spai...

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Bibliographic Details
Other Authors: Adriaans, Pieter (Editor), Fernau, Henning (Editor), Zaanen, Menno van (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2002, 2002
Edition:1st ed. 2002
Series:Lecture Notes in Artificial Intelligence
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • Contributions
  • Inference of Sequential Association Rules Guided by Context-Free Grammars
  • PCFG Learning by Nonterminal Partition Search
  • Inferring Subclasses of Regular Languages Faster Using RPNI and Forbidden Configurations
  • Beyond EDSM
  • Consistent Identification in the Limit of Rigid Grammars from Strings Is NP-hard
  • Some Classes of Regular Languages Identifiable in the Limit from Positive Data
  • Learning Probabilistic Residual Finite State Automata
  • Fragmentation: Enhancing Identifiability
  • On Limit Points for Some Variants of Rigid Lambek Grammars
  • Generalized Stochastic Tree Automata for Multi-relational Data Mining
  • On Sufficient Conditions to Identify in the Limit Classes of Grammars from Polynomial Time and Data
  • Stochastic Grammatical Inference with Multinomial Tests
  • Learning Languages with Help
  • Incremental Learning of Context Free Grammars
  • Estimating Grammar Parameters Using Bounded Memory
  • Stochastic k-testable Tree Languages and Applications
  • Fast Learning from Strings of 2-Letter Rigid Grammars
  • Learning Locally Testable Even Linear Languages from Positive Data
  • Inferring Attribute Grammars with Structured Data for Natural Language Processing
  • A PAC Learnability of Simple Deterministic Languages
  • On the Learnability of Hidden Markov Models
  • Shallow Parsing Using Probabilistic Grammatical Inference
  • Learning of Regular Bi-? Languages
  • Software Descriptions
  • The EMILE 4.1 Grammar Induction Toolbox
  • Software for Analysing Recurrent Neural Nets That Learn to Predict Non-regular Languages
  • A Framework for Inductive Learning of Typed-Unification Grammars
  • A Tool for Language Learning Based on Categorial Grammars and Semantic Information
  • ‘NAIL’: Artificial Intelligence Software for Learning Natural Language
  • Lyrebird™:Developing Spoken Dialog Systems Using Examples
  • Implementing Alignment-Based Learning