CSDL Home IEEE Transactions on Pattern Analysis & Machine Intelligence 1982 vol.4 Issue No.01 - January
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.
Leszek Rutkowski, "On Bayes Risk Consistent Pattern Recognition Procedures in a Quasi-Stationary Environment", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.4, no. 1, pp. 84-87, January 1982, doi:10.1109/TPAMI.1982.4767201