Order statistics-based parametric classification for multi-dimensional distributions

作者：

Highlights：

• We present the results concerning “Anti-Bayesian” optimal PR for the multidimensional distributions.

• These new techniques use Order Statistics (OS) criteria in classification.

• These results have been proven for various well-known distributions.

• The experimental results justify the claims.

摘要

Highlights•We present the results concerning “Anti-Bayesian” optimal PR for the multidimensional distributions.•These new techniques use Order Statistics (OS) criteria in classification.•These results have been proven for various well-known distributions.•The experimental results justify the claims.

论文关键词：Classification using Order Statistics (OS),Moments of OS,Multi-dimensional OS-based classification

论文评审过程：Received 23 January 2013, Revised 26 March 2013, Accepted 27 April 2013, Available online 22 May 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.04.019