Paper Info
Title
Rank Determination of Mental Functions by 1D Wavelets and Partial Correlation.
Abstract
The main aim of this paper is to classify mental functions by the Wechsler Adult Intelligence Scale-Revised tests with a mixed method based on wavelets and partial correlation. The Wechsler Adult Intelligence Scale-Revised is a widely used test designed and applied for the classification of the adults cognitive skills in a comprehensive manner. In this paper, many different intellectual profiles have been taken into consideration to measure the relationship between the mental functioning and psychological disorder. We propose a method based on wavelets and correlation analysis for classifying mental functioning, by the analysis of some selected parameters measured by the Wechsler Adult Intelligence Scale-Revised tests. In particular, 1-D Continuous Wavelet Analysis, 1-D Wavelet Coefficient Method and Partial Correlation Method have been analyzed on some Wechsler Adult Intelligence Scale-Revised parameters such as School Education, Gender, Age, Performance Information Verbal and Full Scale Intelligence Quotient. In particular, we will show that gender variable has a negative but a significant role on age and Performance Information Verbal factors. The age parameters also has a significant relation in its role on Performance Information Verbal and Full Scale Intelligence Quotient change.
Year
DOI
Venue
2017
10.1007/s10916-016-0606-2
J. Medical Systems
Keywords
Field
DocType
1-D continuous wavelet,Partial correlation,WAIS-R,Wavelet coefficient method,Wavelet packets
Data mining,Partial correlation,Wechsler Adult Intelligence Scale,Intelligence quotient,Continuous wavelet,Cognitive psychology,Cognitive skill,Mental functions,Statistics,Wavelet packet decomposition,Medicine,Wavelet
Journal
Volume
Issue
ISSN
41
1
1573-689X
Citations 
PageRank 
References 
1
0.35
3
Authors
5
Name
Order
Citations
PageRank
Y. Karaca142.46
Z. Aslan210.35
Carlo Cattani39226.22
D. Galletta410.35
Yu Zhang51196.28