Introduction to pattern recognition and machine learning:
"This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. While the text provides a systematic account of its major topics such as pattern representation and nearest neighbour based classifiers, current topics — neural networks, support...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore
World Scientific Publishing Co.
c2015
|
| Series: | IIsc lecture notes series
vol. 5 |
| Subjects: | |
| Online Access: | FHN01 FWS01 FWS02 Volltext |
| Summary: | "This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. While the text provides a systematic account of its major topics such as pattern representation and nearest neighbour based classifiers, current topics — neural networks, support vector machines and decision trees — attributed to the recent vast progress in this field are also dealt with. Introduction to Pattern Recognition and Machine Learning will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter."-- |
| Item Description: | Title from PDF title page (viewed June 15, 2015) |
| Physical Description: | 1 online resource (xvii, 383 p.) ill. (some col.) |
| ISBN: | 9789814335461 |
Staff View
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Record in the Search Index
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| discipline | Informatik |
| format | Electronic eBook |
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| id | DE-604.BV044638335 |
| illustrated | Illustrated |
| indexdate | 2025-02-20T06:54:52Z |
| institution | BVB |
| isbn | 9789814335461 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030036309 |
| oclc_num | 908447858 1012717918 |
| open_access_boolean | |
| owner | DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-92 |
| owner_facet | DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-92 |
| physical | 1 online resource (xvii, 383 p.) ill. (some col.) |
| psigel | ZDB-124-WOP ZDB-124-WOP FHN_PDA_WOP ZDB-124-WOP FWS_PDA_WOP_Kauf |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | World Scientific Publishing Co. |
| record_format | marc |
| series2 | IIsc lecture notes series |
| spellingShingle | Murty, M. Narasimba Introduction to pattern recognition and machine learning Pattern recognition systems Machine learning Mustererkennung (DE-588)4040936-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4040936-3 (DE-588)4193754-5 |
| title | Introduction to pattern recognition and machine learning |
| title_auth | Introduction to pattern recognition and machine learning |
| title_exact_search | Introduction to pattern recognition and machine learning |
| title_full | Introduction to pattern recognition and machine learning by M. Narasimha Murty & V. Susheela Devi |
| title_fullStr | Introduction to pattern recognition and machine learning by M. Narasimha Murty & V. Susheela Devi |
| title_full_unstemmed | Introduction to pattern recognition and machine learning by M. Narasimha Murty & V. Susheela Devi |
| title_short | Introduction to pattern recognition and machine learning |
| title_sort | introduction to pattern recognition and machine learning |
| topic | Pattern recognition systems Machine learning Mustererkennung (DE-588)4040936-3 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Pattern recognition systems Machine learning Mustererkennung Maschinelles Lernen |
| url | http://www.worldscientific.com/worldscibooks/10.1142/8037#t=toc |
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