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Fundamentals of Predictive Text Mining [[electronic resource] /] / by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang
| Fundamentals of Predictive Text Mining [[electronic resource] /] / by Sholom M. Weiss, Nitin Indurkhya, Tong Zhang |
| Autore | Weiss Sholom M |
| Edizione | [2nd ed. 2015.] |
| Pubbl/distr/stampa | London : , : Springer London : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (XIII, 239 p. 115 illus.) |
| Disciplina | 006.312 |
| Collana | Texts in Computer Science |
| Soggetto topico |
Data mining
Natural language processing (Computer science) Application software Information storage and retrieval Database management Data Mining and Knowledge Discovery Natural Language Processing (NLP) Computer Appl. in Administrative Data Processing Information Storage and Retrieval Database Management |
| ISBN | 1-4471-6750-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Overview of Text Mining -- From Textual Information to Numerical Vectors -- Using Text for Prediction -- Information Retrieval and Text Mining -- Finding Structure in a Document Collection -- Looking for Information in Documents -- Data Sources for Prediction: Databases, Hybrid Data and the Web -- Case Studies -- Emerging Directions. |
| Record Nr. | UNINA-9910299203003321 |
Weiss Sholom M
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| London : , : Springer London : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau
| Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , 2010 |
| Descrizione fisica | 1 online resource (704 p.) |
| Disciplina | 006.3/5 |
| Altri autori (Persone) |
IndurkhyaNitin
DamerauFrederick J <1931-> (Frederick Jacob) |
| Collana | Chapman & Hall/CRC machine learning & pattern recognition series |
| Soggetto topico | Natural language processing (Computer science) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-429-14920-4
1-282-50398-7 9786612503986 1-4200-8593-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; List of Figures; List of Tables; Editors; Board of Reviewers; Contirbutors; Preface; Part I: Classical Approaches; Chapter 1. Classical Approaches to Natural Language Processing; Chapter 2. Text Preprocessing; Chapter 3. Lexical Analysis; Chapter 4. Syntactic Parsing; Chapter 5. Semantic Analysis; Chapter 6. Natural Language Generation; Part II: Empirical and Statistical Approaches; Chapter 7. Corpus Creation; Chapter 8. Treebank Annotation; Chapter 9. Fundamental Statistical Techniques; Chapter 10. Part-of-Speech Tagging; Chapter 11. Statistical Parsing
Chapter 12. Multiword ExpressionsChapter 13. Normalized Web Distance and Word Similarity; Chapter 14. Word Sense Disambiguation; Chapter 15. An Overview of Modern Speech Recognition; Chapter 16. Alignment; Chapter 17. Statistical Machine Translation; Part III: Applications; Chapter 18. Chinese Machine Translation; Chapter 19. Information Retrieval; Chapter 20. Question Answering; Chapter 21. Information Extraction; Chapter 22. Report Generation; Chapter 23. Emerging Applications of Natural Language Generation in Information Visualization, Education, and Health Care Chapter 24. Ontology ConstructionChapter 25. BioNLP: Biomedical Text Mining; Chapter 26. Sentiment Analysis and Subjectivity; Index; Back cover |
| Record Nr. | UNINA-9910459880103321 |
| Boca Raton : , : Taylor & Francis, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau
| Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , 2010 |
| Descrizione fisica | 1 online resource (704 p.) |
| Disciplina | 006.3/5 |
| Altri autori (Persone) |
IndurkhyaNitin
DamerauFrederick J <1931-> (Frederick Jacob) |
| Collana | Chapman & Hall/CRC machine learning & pattern recognition series |
| Soggetto topico | Natural language processing (Computer science) |
| ISBN |
0-429-14920-4
1-282-50398-7 9786612503986 1-4200-8593-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; List of Figures; List of Tables; Editors; Board of Reviewers; Contirbutors; Preface; Part I: Classical Approaches; Chapter 1. Classical Approaches to Natural Language Processing; Chapter 2. Text Preprocessing; Chapter 3. Lexical Analysis; Chapter 4. Syntactic Parsing; Chapter 5. Semantic Analysis; Chapter 6. Natural Language Generation; Part II: Empirical and Statistical Approaches; Chapter 7. Corpus Creation; Chapter 8. Treebank Annotation; Chapter 9. Fundamental Statistical Techniques; Chapter 10. Part-of-Speech Tagging; Chapter 11. Statistical Parsing
Chapter 12. Multiword ExpressionsChapter 13. Normalized Web Distance and Word Similarity; Chapter 14. Word Sense Disambiguation; Chapter 15. An Overview of Modern Speech Recognition; Chapter 16. Alignment; Chapter 17. Statistical Machine Translation; Part III: Applications; Chapter 18. Chinese Machine Translation; Chapter 19. Information Retrieval; Chapter 20. Question Answering; Chapter 21. Information Extraction; Chapter 22. Report Generation; Chapter 23. Emerging Applications of Natural Language Generation in Information Visualization, Education, and Health Care Chapter 24. Ontology ConstructionChapter 25. BioNLP: Biomedical Text Mining; Chapter 26. Sentiment Analysis and Subjectivity; Index; Back cover |
| Record Nr. | UNINA-9910785002603321 |
| Boca Raton : , : Taylor & Francis, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau
| Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , 2010 |
| Descrizione fisica | 1 online resource (704 p.) |
| Disciplina | 006.3/5 |
| Altri autori (Persone) |
IndurkhyaNitin
DamerauFrederick J <1931-> (Frederick Jacob) |
| Collana | Chapman & Hall/CRC machine learning & pattern recognition series |
| Soggetto topico | Natural language processing (Computer science) |
| ISBN |
0-429-14920-4
1-282-50398-7 9786612503986 1-4200-8593-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; List of Figures; List of Tables; Editors; Board of Reviewers; Contirbutors; Preface; Part I: Classical Approaches; Chapter 1. Classical Approaches to Natural Language Processing; Chapter 2. Text Preprocessing; Chapter 3. Lexical Analysis; Chapter 4. Syntactic Parsing; Chapter 5. Semantic Analysis; Chapter 6. Natural Language Generation; Part II: Empirical and Statistical Approaches; Chapter 7. Corpus Creation; Chapter 8. Treebank Annotation; Chapter 9. Fundamental Statistical Techniques; Chapter 10. Part-of-Speech Tagging; Chapter 11. Statistical Parsing
Chapter 12. Multiword ExpressionsChapter 13. Normalized Web Distance and Word Similarity; Chapter 14. Word Sense Disambiguation; Chapter 15. An Overview of Modern Speech Recognition; Chapter 16. Alignment; Chapter 17. Statistical Machine Translation; Part III: Applications; Chapter 18. Chinese Machine Translation; Chapter 19. Information Retrieval; Chapter 20. Question Answering; Chapter 21. Information Extraction; Chapter 22. Report Generation; Chapter 23. Emerging Applications of Natural Language Generation in Information Visualization, Education, and Health Care Chapter 24. Ontology ConstructionChapter 25. BioNLP: Biomedical Text Mining; Chapter 26. Sentiment Analysis and Subjectivity; Index; Back cover |
| Record Nr. | UNINA-9910799963103321 |
| Boca Raton : , : Taylor & Francis, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau
| Handbook of natural language processing / / [edited by] Nitin Indurkhya and Fred J. Damerau |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Boca Raton : , : Taylor & Francis, , 2010 |
| Descrizione fisica | 1 online resource (704 p.) |
| Disciplina | 006.3/5 |
| Altri autori (Persone) |
IndurkhyaNitin
DamerauFrederick J <1931-> (Frederick Jacob) |
| Collana | Chapman & Hall/CRC machine learning & pattern recognition series |
| Soggetto topico | Natural language processing (Computer science) |
| ISBN |
0-429-14920-4
1-282-50398-7 9786612503986 1-4200-8593-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Front cover; Contents; List of Figures; List of Tables; Editors; Board of Reviewers; Contirbutors; Preface; Part I: Classical Approaches; Chapter 1. Classical Approaches to Natural Language Processing; Chapter 2. Text Preprocessing; Chapter 3. Lexical Analysis; Chapter 4. Syntactic Parsing; Chapter 5. Semantic Analysis; Chapter 6. Natural Language Generation; Part II: Empirical and Statistical Approaches; Chapter 7. Corpus Creation; Chapter 8. Treebank Annotation; Chapter 9. Fundamental Statistical Techniques; Chapter 10. Part-of-Speech Tagging; Chapter 11. Statistical Parsing
Chapter 12. Multiword ExpressionsChapter 13. Normalized Web Distance and Word Similarity; Chapter 14. Word Sense Disambiguation; Chapter 15. An Overview of Modern Speech Recognition; Chapter 16. Alignment; Chapter 17. Statistical Machine Translation; Part III: Applications; Chapter 18. Chinese Machine Translation; Chapter 19. Information Retrieval; Chapter 20. Question Answering; Chapter 21. Information Extraction; Chapter 22. Report Generation; Chapter 23. Emerging Applications of Natural Language Generation in Information Visualization, Education, and Health Care Chapter 24. Ontology ConstructionChapter 25. BioNLP: Biomedical Text Mining; Chapter 26. Sentiment Analysis and Subjectivity; Index; Back cover |
| Record Nr. | UNINA-9910822598903321 |
| Boca Raton : , : Taylor & Francis, , 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||