Grammatical inference :: learning automata and grammars /
The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This...
Gespeichert in:
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge ; New York :
Cambridge University Press,
2010.
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This book meets the need for a comprehensive and unified summary of the basic techniques and results, suitable for researchers working in these various areas. In Part I, the objects of use for grammatical inference are studied in detail: strings and their topology, automata and grammars, whether probabilistic or not. Part II carefully explores the main questions in the field: What does learning mean? How can we associate complexity theory with learning? In Part III the author describes a number of techniques and algorithms that allow us to learn from text, from an informant, or through interaction with the environment. These concern automata, grammars, rewriting systems, pattern languages or transducers. |
| Beschreibung: | 1 online resource (xiv, 417 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780511712876 0511712871 9781139194655 1139194658 |
Internformat
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| 245 | 1 | 0 | |a Grammatical inference : |b learning automata and grammars / |c Colin de la Higuera. |
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| 505 | 0 | |a pt. 1. The tools -- pt. 2. What does learning a language mean? -- pt. 3. Learning algorithms and techniques. | |
| 588 | 0 | |a Print version record. | |
| 520 | |a The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This book meets the need for a comprehensive and unified summary of the basic techniques and results, suitable for researchers working in these various areas. In Part I, the objects of use for grammatical inference are studied in detail: strings and their topology, automata and grammars, whether probabilistic or not. Part II carefully explores the main questions in the field: What does learning mean? How can we associate complexity theory with learning? In Part III the author describes a number of techniques and algorithms that allow us to learn from text, from an informant, or through interaction with the environment. These concern automata, grammars, rewriting systems, pattern languages or transducers. | ||
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| author | De la Higuera, Colin |
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| contents | pt. 1. The tools -- pt. 2. What does learning a language mean? -- pt. 3. Learning algorithms and techniques. |
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| id | ZDB-4-EBA-ocn707078752 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:17:44Z |
| institution | BVB |
| isbn | 9780511712876 0511712871 9781139194655 1139194658 |
| language | English |
| oclc_num | 707078752 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xiv, 417 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Cambridge University Press, |
| record_format | marc |
| spelling | De la Higuera, Colin. http://id.loc.gov/authorities/names/n96085223 Grammatical inference : learning automata and grammars / Colin de la Higuera. Cambridge ; New York : Cambridge University Press, 2010. 1 online resource (xiv, 417 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. pt. 1. The tools -- pt. 2. What does learning a language mean? -- pt. 3. Learning algorithms and techniques. Print version record. The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This book meets the need for a comprehensive and unified summary of the basic techniques and results, suitable for researchers working in these various areas. In Part I, the objects of use for grammatical inference are studied in detail: strings and their topology, automata and grammars, whether probabilistic or not. Part II carefully explores the main questions in the field: What does learning mean? How can we associate complexity theory with learning? In Part III the author describes a number of techniques and algorithms that allow us to learn from text, from an informant, or through interaction with the environment. These concern automata, grammars, rewriting systems, pattern languages or transducers. Formal languages. http://id.loc.gov/authorities/subjects/sh85050802 Logic, Symbolic and mathematical. http://id.loc.gov/authorities/subjects/sh85078115 Language and languages. http://id.loc.gov/authorities/subjects/sh85074518 Programming languages (Electronic computers) http://id.loc.gov/authorities/subjects/sh85107313 Linguistics. http://id.loc.gov/authorities/subjects/sh85077222 Learning. http://id.loc.gov/authorities/subjects/sh85075520 Automation. http://id.loc.gov/authorities/subjects/sh85010116 Language Programming Languages Linguistics Learning Algorithms Automation Langages formels. Logique symbolique et mathématique. Langage et langues. Langages de programmation. Linguistique. Apprentissage. Algorithmes. Automatisation. linguistics. aat algorithms. aat automation. aat COMPUTERS Programming Languages General. bisacsh Programming languages (Electronic computers) fast Linguistics fast Learning fast Language and languages fast Automation fast Formal languages fast Logic, Symbolic and mathematical fast Formale Grammatik gnd http://d-nb.info/gnd/4154991-0 Inferenz Künstliche Intelligenz gnd http://d-nb.info/gnd/4333533-0 Maschinelles Lernen gnd Lernen Sprachverarbeitung. idsbb Sprachverarbeitung Lernen (Informatik) idsbb apprentissage automatique grammaire inférence (logique) manuel. rero Print version: De la Higuera, Colin. Grammatical inference. Cambridge ; New York : Cambridge University Press, 2010 9780521763165 (OCoLC)473455533 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=357426 Volltext |
| spellingShingle | De la Higuera, Colin Grammatical inference : learning automata and grammars / pt. 1. The tools -- pt. 2. What does learning a language mean? -- pt. 3. Learning algorithms and techniques. Formal languages. http://id.loc.gov/authorities/subjects/sh85050802 Logic, Symbolic and mathematical. http://id.loc.gov/authorities/subjects/sh85078115 Language and languages. http://id.loc.gov/authorities/subjects/sh85074518 Programming languages (Electronic computers) http://id.loc.gov/authorities/subjects/sh85107313 Linguistics. http://id.loc.gov/authorities/subjects/sh85077222 Learning. http://id.loc.gov/authorities/subjects/sh85075520 Automation. http://id.loc.gov/authorities/subjects/sh85010116 Language Programming Languages Linguistics Learning Algorithms Automation Langages formels. Logique symbolique et mathématique. Langage et langues. Langages de programmation. Linguistique. Apprentissage. Algorithmes. Automatisation. linguistics. aat algorithms. aat automation. aat COMPUTERS Programming Languages General. bisacsh Programming languages (Electronic computers) fast Linguistics fast Learning fast Language and languages fast Automation fast Formal languages fast Logic, Symbolic and mathematical fast Formale Grammatik gnd http://d-nb.info/gnd/4154991-0 Inferenz Künstliche Intelligenz gnd http://d-nb.info/gnd/4333533-0 Maschinelles Lernen gnd Lernen Sprachverarbeitung. idsbb Sprachverarbeitung Lernen (Informatik) idsbb apprentissage automatique grammaire inférence (logique) manuel. rero |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85050802 http://id.loc.gov/authorities/subjects/sh85078115 http://id.loc.gov/authorities/subjects/sh85074518 http://id.loc.gov/authorities/subjects/sh85107313 http://id.loc.gov/authorities/subjects/sh85077222 http://id.loc.gov/authorities/subjects/sh85075520 http://id.loc.gov/authorities/subjects/sh85010116 http://d-nb.info/gnd/4154991-0 http://d-nb.info/gnd/4333533-0 |
| title | Grammatical inference : learning automata and grammars / |
| title_auth | Grammatical inference : learning automata and grammars / |
| title_exact_search | Grammatical inference : learning automata and grammars / |
| title_full | Grammatical inference : learning automata and grammars / Colin de la Higuera. |
| title_fullStr | Grammatical inference : learning automata and grammars / Colin de la Higuera. |
| title_full_unstemmed | Grammatical inference : learning automata and grammars / Colin de la Higuera. |
| title_short | Grammatical inference : |
| title_sort | grammatical inference learning automata and grammars |
| title_sub | learning automata and grammars / |
| topic | Formal languages. http://id.loc.gov/authorities/subjects/sh85050802 Logic, Symbolic and mathematical. http://id.loc.gov/authorities/subjects/sh85078115 Language and languages. http://id.loc.gov/authorities/subjects/sh85074518 Programming languages (Electronic computers) http://id.loc.gov/authorities/subjects/sh85107313 Linguistics. http://id.loc.gov/authorities/subjects/sh85077222 Learning. http://id.loc.gov/authorities/subjects/sh85075520 Automation. http://id.loc.gov/authorities/subjects/sh85010116 Language Programming Languages Linguistics Learning Algorithms Automation Langages formels. Logique symbolique et mathématique. Langage et langues. Langages de programmation. Linguistique. Apprentissage. Algorithmes. Automatisation. linguistics. aat algorithms. aat automation. aat COMPUTERS Programming Languages General. bisacsh Programming languages (Electronic computers) fast Linguistics fast Learning fast Language and languages fast Automation fast Formal languages fast Logic, Symbolic and mathematical fast Formale Grammatik gnd http://d-nb.info/gnd/4154991-0 Inferenz Künstliche Intelligenz gnd http://d-nb.info/gnd/4333533-0 Maschinelles Lernen gnd Lernen Sprachverarbeitung. idsbb Sprachverarbeitung Lernen (Informatik) idsbb apprentissage automatique grammaire inférence (logique) manuel. rero |
| topic_facet | Formal languages. Logic, Symbolic and mathematical. Language and languages. Programming languages (Electronic computers) Linguistics. Learning. Automation. Language Programming Languages Linguistics Learning Algorithms Automation Langages formels. Logique symbolique et mathématique. Langage et langues. Langages de programmation. Linguistique. Apprentissage. Algorithmes. Automatisation. linguistics. algorithms. automation. COMPUTERS Programming Languages General. Language and languages Formal languages Logic, Symbolic and mathematical Formale Grammatik Inferenz Künstliche Intelligenz Maschinelles Lernen Lernen Sprachverarbeitung. Sprachverarbeitung Lernen (Informatik) apprentissage automatique grammaire inférence (logique) manuel. |
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| work_keys_str_mv | AT delahigueracolin grammaticalinferencelearningautomataandgrammars |