This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
On Bayes Risk Consistent Pattern Recognition Procedures in a Quasi-Stationary Environment
January 1982 (vol. 4 no. 1)
pp. 84-87
Leszek Rutkowski, Department of Electrical Engineering, Technical University of Cz¿stochawa, Cz¿stochowa, Poland.
Van Ryzin and Greblicki showed that pattern recognition procedures derived from orthogonal series estimates of a probability density function are Bayes risk consistent. In this note it is proved that these procedures do not lose-under some additional conditions-their asymptotic properties even if the random environment is nonstationary.
Citation:
Leszek Rutkowski, "On Bayes Risk Consistent Pattern Recognition Procedures in a Quasi-Stationary Environment," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 4, no. 1, pp. 84-87, Jan. 1982, doi:10.1109/TPAMI.1982.4767201
Usage of this product signifies your acceptance of the Terms of Use.