A New Partial Correlation Coefficient Technique Based on Intuitionistic Fuzzy Information and Its Pattern Recognition Application

• Published in: International journal of intelligent systems Vol. 2023; pp. 1 - 14
• Main Authors: Ejegwa, Paul Augustine, Onyeke, Idoko Charles, Kausar, Nasreen, Kattel, Parameshwari
• Format: Journal Article
• Language: English
• Published: New York Hindawi 06.03.2023; Hindawi Limited
• Subjects: Classification; Correlation coefficients; Datasets; Decision making; Empirical analysis; Fuzzy sets; Intelligent systems; Mathematical models; Multivariate analysis; Parameter modification; Pattern recognition

Computation of correlation coefficient among attributes of ordinary database is important especially in the classification and analysis of data. Due to the hesitations in the process of data classification, the idea of intuitionistic fuzzy data (IFD) is appropriate for a reliable classification. To...