Application of fuzzy algebraic model to statistical analysis of neuro-psychopathology data

Alayande, Semiu Ayinla; Akande, Ezekiel; Egere, Amanze

doi:10.22105/jfea.2021.279105.1089

Document Type : Research Paper

Authors

Department of Mathematical Sciences, College of Natural Sciences, Redeemer’s University Ede, Osun state Nigeria.

https://doi.org/10.22105/jfea.2021.279105.1089

Abstract

The purpose of this paper is to describe and present applications of fuzzy logic in analysis of certain neuro-psychopathological symptoms. These symptoms have been linked to conditions relating to occupational hazards. Our method of data analysis which is based on Hamacher operation on picture fuzzy sets is then applied to analyze such occupational hazards. Our result proves to be effective and applicable in medical decision processes especially in situations where such neuro-psychopathological symptoms are detectable by first-aid diagnostic machines.

Keywords

Main Subjects

Fuzzy sets and their variants

References

[1] Ibeziako, P., Bella, T., Omigbodun, O., & Belfer, M. (2009). Teachers' perspectives of mental health needs in Nigerian schools. Journal of child & adolescent mental health, 21(2), 147-156.

[2] Akinnawo, E. O., & Fayankinnu, E. A. (2010). The traumatic experiences and psychological health of women working in two male-dominated professions in Nigeria. Gender and behaviour, 8(2), 3314-3324. https://hdl.handle.net/10520/EJC34635

[3] Akinnawo, E. O., Meshioye, A., & EMENALO, S. (2015). Low income adolescent mothers' perception of education as a means of women empowerment. International journal of gender and development issues (IJGDI), 2(4), 105-111.

[4] Aragona, M. (2019). The influence of max weber on the concept of empathic understanding (Verstehen) in the psychopathology of Karl Jaspers. History of psychiatry, 30(3), 283-299. https://doi.org/10.1177/0957154X19845309

[5] Deschrijver, G., & Kerre, E. E. (2002). A generalization of operators on intuitionistic fuzzy sets using triangular norms and conorms. Notes on intuitionistic fuzzy sets, 8(1), 19-27.

[6] Chattopadhyay, S. (2017). A neuro-fuzzy approach for the diagnosis of depression. Applied computing and informatics, 13(1), 10-18. https://doi.org/10.1016/j.aci.2014.01.001

[7] Wei, G. (2018). Picture fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. Fundamenta informaticae, 157(3), 271-320.doi: 10.3233/FI-2018-1628

[8] Wu, S. J., & Wei, G. W. (2017). Pythagorean fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. International journal of knowledge-based and intelligent engineering systems, 21(3), 189-201. DOI: 10.3233/KES-170363

[9] World Health Organisation (2001). The world health report 2001 - mental health: new understanding, new hope. Retrieved from https://apps.who.int/iris/handle/10665/42390

[10] Xu, Z. (2007). Multi-person multi-attribute decision making models under intuitionistic fuzzy environment. Fuzzy optimization and decision making, 6(3), 221-236. https://doi.org/10.1007/s10700-007-9009-7

[11] Roychowdhury, S., & Wang, B. H. (1998). On generalized Hamacher families of triangular operators. International journal of approximate reasoning, 19(3-4), 419-439.

Journal of Fuzzy Extension and Applications

Application of fuzzy algebraic model to statistical analysis of neuro-psychopathology data

References

References

Volume 2, Issue 2
June 2021
Pages 156-162

Application of fuzzy algebraic model to statistical analysis of neuro-psychopathology data

References

References

Volume 2, Issue 2June 2021Pages 156-162

Volume 2, Issue 2
June 2021
Pages 156-162