Introduction to statistical pattern recognition

This revised second edition presents an introduction to statistical pattern recognition. Pattern recognition in general covers a range of problems: it is applied to engineering problems, such as character readers and wave form analysis as well as to brain modeling in biology and psychology.

Κύριος συγγραφέας: Fukunaga, Keinosuke.
Μορφή: Ηλεκτρονική πηγή
Γλώσσα: English
Στοιχεία έκδοσης: Boston : Academic Press, c1990.
Έκδοση: 2nd ed.
Σειρά: Computer Science and Scientific Computing.
Θέματα:
Διαθέσιμο Online: http://www.sciencedirect.com/science/book/9780080478654
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100 1 |a Fukunaga, Keinosuke. 
245 1 0 |a Introduction to statistical pattern recognition  |h [electronic resource] /  |c Keinosuke Fukunaga. 
250 |a 2nd ed. 
260 |a Boston :  |b Academic Press,  |c c1990. 
300 |a 1 online resource (xiii, 591 p.) :  |b ill. 
490 1 |a Computer science and scientific computing 
504 |a Includes bibliographical references and index. 
505 0 |a Cover; Frontmatter; Chapter 1: Introduction; Chapter 2: Random Vectors and Their Properties; Chapter 3: Hypothesis Testing; Chapter 4: Parametric Classifiers; Chapter 5: Parameter Estimation; Chapter 6: Nonparametric Density Estimation; Chapter 7: Nonparametric Classification and Error Estimation; Chapter 8: Successive Parameter Estimation; Chapter 9: Feature Extraction and Linear Mapping for Signal Representation; Chapter 10: Feature Extraction and Linear Mapping for Classification; Chapter 11: Clustering; Backmatter; Back Cover; 
520 |a This revised second edition presents an introduction to statistical pattern recognition. Pattern recognition in general covers a range of problems: it is applied to engineering problems, such as character readers and wave form analysis as well as to brain modeling in biology and psychology. 
650 4 |a Pattern perception  |x Statistical methods. 
650 4 |a Decision making  |x Mathematical models. 
650 4 |a Mathematical statistics. 
655 4 |a Electronic books. 
830 0 |a Computer Science and Scientific Computing. 
852 |a INST  |b UNIPILB  |c EBOOKS  |e 20140722  |p 00b47928  |q 00b47928  |t ONLINE  |y 0 
856 4 0 |3 ScienceDirect  |u http://www.sciencedirect.com/science/book/9780080478654 
856 4 |d /webopac/covers/03/47928_9780080478654.jpg  |z (electronic bk.) 
856 4 |d /webopac/covers/03/47928_0080478654.jpg  |z (electronic bk.)