Text mining with machine learning: principles and techniques
1. Introduction to Text Mining with Machine Learning -- 2. Introduction to R -- 3. Structured Text Representations -- 4. Classification -- 5. Bayes Classifier -- 6. Nearest Neighbors -- 7. Decision Trees -- 8. Random Forest -- 9. Adaboost -- 10. Support Vector Machines -- 11. Deep Learning -- 12. Cl...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
[2020]
|
| Schlagworte: | |
| Online-Zugang: | UBR01 UPA01 Volltext |
| Zusammenfassung: | 1. Introduction to Text Mining with Machine Learning -- 2. Introduction to R -- 3. Structured Text Representations -- 4. Classification -- 5. Bayes Classifier -- 6. Nearest Neighbors -- 7. Decision Trees -- 8. Random Forest -- 9. Adaboost -- 10. Support Vector Machines -- 11. Deep Learning -- 12. Clustering -- 13. Word Embeddings -- 14. Feature Selection. |
| Beschreibung: | 1 Online-Ressource (xii, 351 Seiten) |
| ISBN: | 9780429469275 9780429890260 9780429890253 9780429890277 |
| DOI: | 10.1201/9780429469275 |
Internformat
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Datensatz im Suchindex
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| illustrated | Not Illustrated |
| index_date | 2024-07-03T21:47:56Z |
| indexdate | 2024-07-10T09:48:57Z |
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| isbn | 9780429469275 9780429890260 9780429890253 9780429890277 |
| language | English |
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| publishDate | 2020 |
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| publisher | CRC Press, Taylor & Francis Group |
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| spelling | Žižka, Jan 19XX- Verfasser (DE-588)1038323231 aut Text mining with machine learning principles and techniques Jan Žižka, František Dařena, Arnošt Svoboda Boca Raton ; London ; New York CRC Press, Taylor & Francis Group [2020] 1 Online-Ressource (xii, 351 Seiten) txt rdacontent c rdamedia cr rdacarrier 1. Introduction to Text Mining with Machine Learning -- 2. Introduction to R -- 3. Structured Text Representations -- 4. Classification -- 5. Bayes Classifier -- 6. Nearest Neighbors -- 7. Decision Trees -- 8. Random Forest -- 9. Adaboost -- 10. Support Vector Machines -- 11. Deep Learning -- 12. Clustering -- 13. Word Embeddings -- 14. Feature Selection. Text Mining (DE-588)4728093-1 gnd rswk-swf Computerlinguistik (DE-588)4035843-4 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Machine learning Computational linguistics Semantics / Data processing Semantics ; Data processing COMPUTERS / Database Management / Data Mining ; bisacsh COMPUTERS / Machine Theory ; bisacsh MATHEMATICS / Arithmetic ; bisacsh COMPUTERS / Database Management / Data Mining COMPUTERS / Machine Theory MATHEMATICS / Arithmetic Electronic books Text Mining (DE-588)4728093-1 s Computerlinguistik (DE-588)4035843-4 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Dařena, František 1979- Verfasser (DE-588)1082235296 aut Svoboda, Arnošt 1949- Verfasser (DE-588)1225502187 aut Erscheint auch als Druck-Ausgabe, Hardcover 978-1-138-60182-6 Erscheint auch als Druck-Ausgabe, Paperback 978-1-03-208621-7 https://doi.org/10.1201/9780429469275 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Žižka, Jan 19XX- Dařena, František 1979- Svoboda, Arnošt 1949- Text mining with machine learning principles and techniques Text Mining (DE-588)4728093-1 gnd Computerlinguistik (DE-588)4035843-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4728093-1 (DE-588)4035843-4 (DE-588)4193754-5 |
| title | Text mining with machine learning principles and techniques |
| title_auth | Text mining with machine learning principles and techniques |
| title_exact_search | Text mining with machine learning principles and techniques |
| title_exact_search_txtP | Text mining with machine learning principles and techniques |
| title_full | Text mining with machine learning principles and techniques Jan Žižka, František Dařena, Arnošt Svoboda |
| title_fullStr | Text mining with machine learning principles and techniques Jan Žižka, František Dařena, Arnošt Svoboda |
| title_full_unstemmed | Text mining with machine learning principles and techniques Jan Žižka, František Dařena, Arnošt Svoboda |
| title_short | Text mining with machine learning |
| title_sort | text mining with machine learning principles and techniques |
| title_sub | principles and techniques |
| topic | Text Mining (DE-588)4728093-1 gnd Computerlinguistik (DE-588)4035843-4 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Text Mining Computerlinguistik Maschinelles Lernen |
| url | https://doi.org/10.1201/9780429469275 |
| work_keys_str_mv | AT zizkajan textminingwithmachinelearningprinciplesandtechniques AT darenafrantisek textminingwithmachinelearningprinciplesandtechniques AT svobodaarnost textminingwithmachinelearningprinciplesandtechniques |