MAXIMUM ENTROPY METHOD FOR PATTERN RECOGNITION

ZHANG Jiu-long, PAN Quan, DAI Guan-zhong. MAXIMUM ENTROPY METHOD FOR PATTERN RECOGNITION[J]. INFORMATION AND CONTROL, 2000, 29(2): 152-156.

Citation:

ZHANG Jiu-long, PAN Quan, DAI Guan-zhong. MAXIMUM ENTROPY METHOD FOR PATTERN RECOGNITION[J]. INFORMATION AND CONTROL, 2000, 29(2): 152-156.

Citation:

ZHANG Jiu-long, PAN Quan, DAI Guan-zhong. MAXIMUM ENTROPY METHOD FOR PATTERN RECOGNITION[J]. INFORMATION AND CONTROL, 2000, 29(2): 152-156.

Abstract

In this paper, maximum entropy method is applied to pattern recognition; the key point is to find the probability distribution that has maximum entropy measure, which ensures that the distribution is most reasonable.Compared with other methods, this method is especially useful when the sample set is small.

FullText(HTML)

Export File