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Grammatical Inference and Applications

Second International Colloquium, ICGI-94, Alicante, Spain, September 21-23, 1994. Proceedings

  • Conference proceedings
  • © 1994

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Editors:
  1. Rafael C. Carrasco
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  2. Jose Oncina
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 862)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: ICGI 1994.

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About this book

This volume presents the proceedings of the Second International Colloquium on Grammatical Inference (ICGI-94), held in Alicante, Spain in September 1994.
Besides 25 research papers carefully selected and refereed by the program committee, the book contains a survey by E. Vidal. The book is devoted to all those aspects of automatic learning that explicitly focus on principles, theory, and applications of grammars and languages. The papers are organized in sections on formal aspects; language modelling and linguistic applications; stochastic approaches, applications and performance analysis; and neural networks, genetic algorithms, and artificial intelligence techniques.

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Table of contents (26 papers)

  1. Front Matter

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  2. Grammatical inference: An introductory survey

    • Enrique Vidal
    Pages 1-4

  3. Learning morphology — practice makes good

    • Alon Itai
    Pages 5-15

  4. A hierarchy of language families learnable by regular language learners

    • Yuji Takada
    Pages 16-24

  5. What is the search space of the regular inference?

    • P. Dupont, L. Miclet, E. Vidal
    Pages 25-37

  6. A characterization of even Linear Languages and its application to the learning problem

    • Jose M. Sempere, Pedro García
    Pages 38-44

  7. Object-Oriented inferences in a logical framework for feature grammars

    • Liviu -Virgil Ciortuz
    Pages 45-56

  8. Automatic determination of a stochastic bi-gram class language model

    • Michèle Jardino, Gilles Adda
    Pages 57-65

  9. The acquisition of a lexicon from paired phoneme sequences and semantic representations

    • Carl de Marcken
    Pages 66-77

  10. Inference and estimation of a long-range trigram model

    • S. Della Pietra, V. Della Pietra, J. Gillett, J. Lafferty, H. Printz, L. UreÅ¡
    Pages 78-92

  11. Application of OSTIA to machine translation tasks

    • Antonio Castellanos, Isabel Galiano, Enrique Vidal
    Pages 93-105

  12. Inducing probabilistic grammars by Bayesian model merging

    • Andreas Stolcke, Stephen Omohundro
    Pages 106-118

  13. Statistical estimation of Stochastic Context-Free Grammars using the Inside-Outside algorithm and a transformation on grammars

    • Francisco Casacuberta
    Pages 119-129

  14. Statistical inductive learning of regular formal languages

    • Juan Andrés Sánchez, José Miguel Benedí
    Pages 130-138

  15. Learning stochastic regular grammars by means of a state merging method

    • Rafael C. Carrasco, Jose Oncina
    Pages 139-152

  16. Forming grammars for structured documents: an application of grammatical inference

    • Helena Ahonen, Heikki Mannila, Erja Nikunen
    Pages 153-167

  17. A comparison of syntactic and statistical techniques for off-line OCR

    • S. Lucas, E. Vidal, A. Amiri, S. Hanlon, J. C. Amengual
    Pages 168-179

  18. The algorithms RT and k-TTI: A first comparison

    • José Ruiz, Pedro García
    Pages 180-188

  19. Dynamic grammatical representations in guided propagation networks

    • Martine Roques
    Pages 189-202

  20. A hybrid connectionist-symbolic approach to regular grammatical inference based on neural learning and hierarchical clustering

    • R. Alquezar, A. Sanfeliu
    Pages 203-211
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Bibliographic Information

  • Book Title: Grammatical Inference and Applications

  • Book Subtitle: Second International Colloquium, ICGI-94, Alicante, Spain, September 21-23, 1994. Proceedings

  • Editors: Rafael C. Carrasco, Jose Oncina

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/3-540-58473-0

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 1994

  • Softcover ISBN: 978-3-540-58473-5Published: 07 September 1994

  • eBook ISBN: 978-3-540-48985-6Published: 01 July 2005

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: VIII, 300

  • Topics: Artificial Intelligence, Mathematical Logic and Formal Languages

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