ISBN
| 9789814335454 |
DDC
| 003.5 |
Tác giả CN
| Murty, M. Narasimha |
Nhan đề
| Introduction to pattern recognition and machine learning / M. Narasimha Murty, V. Susheela Devi |
Thông tin xuất bản
| New Jersey : World Scientific, 2015 |
Mô tả vật lý
| 383 pages. ; 23 cm. |
Tóm tắt
| 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. |
Từ khóa tự do
| Reconnaissance des formes |
Từ khóa tự do
| Machine Learning |
Từ khóa tự do
| Pattern recognition systems |
Từ khóa tự do
| Apprentissage automatique |
Khoa
| Khoa Công nghệ Thông tin |
Tác giả(bs) CN
| Devi, V. Susheela |
Địa chỉ
| 300Q12_Kho Mượn_02(4): 095460-3 |
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040 | |aNTT |
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041 | |aeng |
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044 | |anju |
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100 | |aMurty, M. Narasimha |
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245 | |aIntroduction to pattern recognition and machine learning / |cM. Narasimha Murty, V. Susheela Devi |
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260 | |aNew Jersey : |bWorld Scientific, |c2015 |
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300 | |a383 pages. ; |c23 cm. |
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520 | |aThis 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. |
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541 | |aTặng |
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653 | |aReconnaissance des formes |
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653 | |aMachine Learning |
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653 | |aPattern recognition systems |
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653 | |aApprentissage automatique |
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690 | |aKhoa Công nghệ Thông tin |
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691 | |aCông nghệ thông tin |
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700 | |aDevi, V. Susheela |
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852 | |a300|bQ12_Kho Mượn_02|j(4): 095460-3 |
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