introduction to statistical pattern recognition 2nd ed - k fukunaga

... 11 Keinosuke Fukunaga Introduction to Stas-tical Pattern Recognit ion Second Edition This completely revised second edition presents an introduction to statistical pat- tern recognition. ... (X -M)(X - M)’} (PJ, +P,(M, -M)(M; -M)‘ 1 Covariance matrix of the mixture density r=l References 1. 2. 3. 4. 5. 6. 7. K. Fukunaga, Introduction to St...

Ngày tải lên: 31/03/2014, 16:24

... described. 1.1 Statistical pattern recognition 1.1.1 Introduction This book describes basic pattern recognition procedures, together with practical appli- cations of the techniques on real-world problems. ... Appendix E.

Ngày tải lên: 28/04/2014, 09:51

... two-way authentication protocols. To prevent replay at- tacks, the communication tokens must be stored. Since these commu- nication tokens have to be deleted from time to time, they are given a time ... network with secure and synchronized clocks. A three-way protocol requires more messages to be exchanged, but avoids storing tokens and maintaining secure and synchronized clocks. 2. T...

Ngày tải lên: 25/03/2014, 11:47

... book, due to the involvement of our group in a number of projects related to pattern recognition. The philosophy of the book is to present various pattern recognition tasks in a unified way, ... as to an interdisciplinary audience of a graduate course on automation. This experience led us to make the book as self-contained as possible and to address students with di...

Ngày tải lên: 18/04/2014, 12:33

... Semi-supervised learning finds its way also to cluster- ing tasks. In this case,labeled data are used as constraints in the form of must-links and cannot-links. In other words, the clustering task ... weighted by ␭ ki . Our goal now is to choose the partitioning regions R j so that the average risk r ϭ M  k 1 r k P(␻ k ) ϭ M  iϭ1  R i  M  k 1 ␭ ki p(x|␻ k )P(␻ k )  dx (2.16...

Ngày tải lên: 28/04/2014, 10:13

... placed in one -to- one correspondence if their elements can be paired in such a way that each element of either set is asso- ciated with a unique element of the other set. The concept of one -to- one ... {peridot}. Although we can still assign a color to each gemstone, we cannot do so in such a way that each gemstone corresponds to a different color. There does not exist a one -to- one cor...

Ngày tải lên: 16/01/2014, 16:33

... more difficult to define and demonstrate for con- tinuous time examples). Having toured the basic ideas to be explored in this chapter, we now proceed delve into the details required to make the ideas ... enough to make a function a random variable, it can often be enlarged to be big enough. This is not idle twiddling; such a procedure is required for impor- tant applications, e.g., t...

Ngày tải lên: 16/01/2014, 16:33

... I1 I1 I1 I1 II - - - - - - - - - - - - - - - - - - - - - - - - - - I1 I1 I1 I1 Figure 2-5 . Simplified (two-dimensional) representation of the three-dimensional structure ... think to ask! This book is of particular interest to electronics students. Additionally, by clarifying the t...

Ngày tải lên: 18/04/2014, 11:07

... original book went out of print, the time seemed ripe to convert the manuscript from the prehistoric troff format to the widely used L A T E X format and to undertake a serious revision of the book in ... should be sent to rmgray@stanford.edu. Every effort will be made to fix typos and take suggestions into an account on at least an annual basis. Acknowledgements We repeat our acknowle...

Ngày tải lên: 18/04/2014, 12:42