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1.

図書

図書
Gustavo Deco, Dragan Obradovic
出版情報: New York : Springer, c1996  xiii, 261 p. ; 25 cm
シリーズ名: Perspectives in neural computing
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2.

図書

図書
Takeshi Furuhashi, Yoshiki Uchikawa, (eds.)
出版情報: Berlin : Springer-Verlag, c1996  viii, 243 p. ; 24 cm
シリーズ名: Lecture notes in computer science ; 1152 . Lecture notes in artificial intelligence
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3.

図書

図書
B.D. Ripley
出版情報: New York : Cambridge University Press, 1996  xi, 403 p. ; 26 cm
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目次情報: 続きを見る
Introduction and examples / 1:
Statistical decision theory / 2:
Linear discriminant analysis / 3:
Flexible discriminants / 4:
Feed-forward neural networks / 5:
Non-parametric methods / 6:
Tree-structured classifiers / 7:
Belief networks / 8:
Unsupervised methods / 9:
Finding good pattern features / 10:
statistical sidelines / Appendix:
Glossary
References
Author index
Subject index
Introduction and examples / 1:
Statistical decision theory / 2:
Linear discriminant analysis / 3:
4.

図書

図書
N. K. Bose, P. Liang
出版情報: New York ; Tokyo : McGraw-Hill, c1996  xxxiii, 478 p. ; 25 cm
シリーズ名: McGraw-Hill series in electrical and computer engineering ; . Communications and signal processing
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5.

図書

図書
edited by A.M.S. Zalzala and A.S. Morris
出版情報: New York ; Tokyo : Ellis Horwood, 1996  viii, 278 p. ; 25 cm
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6.

図書

図書
David M. Skapura
出版情報: New York, N.Y. : ACM Press , Reading, Mass. : Addison-Wesley, c1996  xiii, 286 p. ; 24 cm
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目次情報: 続きを見る
Foundations
Motivation
Neural-Network Fundamentals
Single Neuron Computations
Network Computations
Network Simulation
Foundations Summary
Suggested Readings
Bibliography
Paradigms
The Backpropagation Network
The Counterpropagation Network
Adaptive Resonance Theory
The Multidirectional Associative Memory
The Hopfield Memory
Network-Learning Summary
Application Design
Developing a Data Representation
Pattern Representation Methods
Exemplar Analysis
Training and Performance Evaluation
A Practical Example
Application-Design Summary
Associative Memories
Associative-Memory Definitions
Character Recognition
State-Space Search
Image Interpolation
Diagnostic Aids
Associative-Memory Summary
Business and Financial Applications
Financial Modeling
Market Prediction
Bond Rating
Predicting Commodity Futures
Financial-Applications Summary
Pattern Classification
NETtalk
Radar-Signature Classifier
Prostate-Cancer Detection
Pattern-Classification Summary
Image Processing
Image-Processing Networks
Gender Recognition from Facial Images
Imagery Feature Discovery
Aircraft Tracking in Video Imagery
Image-Processing Summary
Process Control and Robotics
Control Theory
Cart/Pole Balancer
Bipedal-Locomotion Control
Robotic Manipulator Control
Control-Application Summary
Fuzzy Neural Systems
Fuzzy Logic
Implementation of a Fuzzy Network
Fuzzy Neural Inference
Fuzzy Control of BPN Learning
Fuzzy Neural-System Summary
Answers to Selected Exercises
Index
Foundations
Motivation
Neural-Network Fundamentals
7.

図書

図書
edited by J.G. Taylor
出版情報: Chichester : J. Wiley, 1996  xxvii, 293 p. ; 25 cm
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8.

図書

図書
Sigeru Omatu, Marzuki Khalid and Rubiyah Yusof
出版情報: New York : Springer, c1996  xiii, 255 p. ; 24 cm
シリーズ名: Advances in industrial control
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9.

図書

図書
Jürgen Schürmann
出版情報: New York : Wiley, c1996  xvii, 373 p. ; 25 cm
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目次情報: 続きを見る
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
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