Development and evaluation of M + 1-way classification mechanism realized through identifying foreign patterns

• Published in: Soft computing (Berlin, Germany) Vol. 27; no. 8; pp. 4659 - 4668
• Main Authors: Zhang, Huimin, Zhu, Xiubin
• Format: Journal Article
• Language: English
• Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2023
• Subjects: Artificial Intelligence; Computational Intelligence; Control; Data Analytics and Machine Learning; Engineering; Mathematical Logic and Foundations; Mechatronics; Robotics; Information granule; Classification with rejection; Three-way decision; Granular computing; Foreign pattern

In this study, we are concerned with a new design methodology of M  + 1-way classification mechanism. The intent is to reduce the cost of error prediction caused by insufficient evidence. The study is motivated by the notion of three-way decisions, which has been successfully used in various applica...