Pattern classification : a unified view of statistical and neural approaches | 東京工業大学附属図書館蔵書検索

>> Google Books

所蔵情報QRコード

Pattern classification : a unified view of statistical and neural approaches / Jürgen Schürmann

資料種別:: 図書
出版情報:: New York : Wiley, c1996
形態:: xvii, 373 p. ; 25 cm
著者名:: Schürmann, Jürgen
ISBN:: 9780471135340 [0471135348]
書誌ID:: BA28194847

子書誌情報

フルテキスト

Loading contents information

所蔵情報

Loading availability information

他の版・巻

書誌詳細

注記:

"A Wiley-Interscience publication."
Includes bibliographical references (p. 364-367) and index

主題:

Neural networks (Computer science); Pattern perception; Pattern recognition systems; Statistical decision

言語:

英語

目次情報:

Statistical Decision Theory

Need for Approximations: Fundamental Approaches

Classification Based on Statistical Models Determined by First-and-Second Order Statistical Moments

Classification Based on Mean-Square Functional Approximations

Polynomial Regression

Multilayer Perceptron Regression

Radial Basis Functions

Measurements, Features, and Feature Section

Reject Criteria and Classifier Performance

Combining Classifiers

Conclusion

STATMOD Program: Description of ftp Package

References

Index

Statistical Decision Theory

Need for Approximations: Fundamental Approaches

Classification Based on Statistical Models Determined by First-and-Second Order Statistical Moments

Classification Based on Mean-Square Functional Approximations

Polynomial Regression

Multilayer Perceptron Regression

続きを見る

東工大ブックレビュー

Loading review information

類似資料:

1 図書 Practical approach to pattern classification Batchelor, Bruce G. Plenum Press	7 図書 Pattern recognition with neural networks in C++ Pandya, Abhijit S., Macy, Robert B. CRC Press
2 図書 Pattern classification Duda, Richard O., Hart, Peter E., Stork, David G. Wiley	8 図書 Pattern recognition by self-organizing neural networks Carpenter, Gail A., Grossberg, Stephen, 1939- MIT Press
3 図書 Pattern classification and scene analysis Duda, Richard O., Hart, Peter E. Wiley	9 図書 Pattern recognition using neural networks : theory and algorithms for engineers and scientists (: cl) Looney, Carl G. Oxford University Press
4 図書 Neural networks and pattern recognition Omidvar, Omid, Dayhoff, Judith E. Academic Press	10 図書 From statistics to neural networks : theory and pattern recognition applications (: gw ; : us) NATO Advanced Study Institute From Statistics to Neural Networks, Theory, and Pattern Recognition Applications, … Springer-Verlag
5 図書 Pattern recognition and neural networks Ripley, Brian D., 1952- Cambridge University Press	11 図書 Pattern synthesis Grenander, Ulf, 1923- Springer-Verlag
6 図書 Neural networks for pattern recognition Nigrin, Albert MIT Press	12 図書 Pattern analysis (: gw) Grenander, Ulf, 1923- Springer-Verlag

1

2

3

4

5

6

7

8

9

10

11

12