Issue No. 01 - January (1982 vol. 4)
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.
L. Rutkowski, "On Bayes Risk Consistent Pattern Recognition Procedures in a Quasi-Stationary Environment," in IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 4, no. , pp. 84-87, 1982.