A statistical approach to neural networks for pattern recognition
Throughout the book, the MLP model is extended in several directions to show that a statistical modeling approach can make valuable contributions, and further exploration for fitting MLP models is made possible via the R and S-PLUS® codes that are available on the book's related Web site. A Sta...
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| Main Author: | |
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| Format: | Book |
| Language: | Undetermined |
| Published: |
Hoboken, N.J.,Chichester
Wiley
2007
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| Subjects: | |
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| Institutions: | Trung tâm Học liệu Trường Đại học Cần Thơ |
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| LEADER | 01225nam a2200205Ia 4500 | ||
|---|---|---|---|
| 001 | CTU_157383 | ||
| 008 | 210402s9999 xx 000 0 und d | ||
| 020 | |c 105 | ||
| 082 | |a 006.32 | ||
| 082 | |b D923 | ||
| 100 | |a Dunne, Robert A. | ||
| 245 | 2 | |a A statistical approach to neural networks for pattern recognition | |
| 245 | 0 | |c Robert A. Dunne | |
| 260 | |a Hoboken, N.J.,Chichester | ||
| 260 | |b Wiley | ||
| 260 | |c 2007 | ||
| 520 | |a Throughout the book, the MLP model is extended in several directions to show that a statistical modeling approach can make valuable contributions, and further exploration for fitting MLP models is made possible via the R and S-PLUS® codes that are available on the book's related Web site. A Statistical Approach to Neural Networks for Pattern Recognition successfully connects logistic regression and linear discriminant analysis, thus making it a critical reference and self-study guide for students and professionals alike in the fields of mathematics, statistics, computer science, and electrical engineering | ||
| 650 | |a Perceptrons,Neural networks (Computer science),Trí tuệ nhân tạo | ||
| 904 | |i Nguyên | ||
| 980 | |a Trung tâm Học liệu Trường Đại học Cần Thơ | ||