NIGERIAN JOURNAL OF SCIENCE AND ENVIRONMENT
Journal of the Faculties of Science and Agriculture, Delta State University, Abraka, Nigeria

ISSN: 1119-9008
DOI: 10.5987/UJ-NJSE
Email: njse@universityjournals.org


APPLICATION OF FUZZY CLASSIFIER TO OBSESSIVE COMPULSIVE DISORDER (OCD) IDENTIFICATION AND PROGNOSIS

DOI: 10.5987/UJ-NJSE.16.015.2   |   Article Number: D679A715   |   Vol.12 (2) - September 2013

Authors:  Imianvan A.A , Ogini N.O and Obi J.C

Keywords: Fuzzy classifier, fuzzy logic, fuzzy set, diagnosis, OCD

Many of us occasionally have to go back and double-check that an iron is unplugged or the car

door is locked. However for sufferers of obsessive-compulsive disorder (OCD), obsessive thoughts

and compulsive behaviors become so excessive that they interfere with their daily lives. The persistent

thought associated with OCD often lingers unnecessarily. Family history, chemical imbalances

in the brain, specific chromosome/gene variation and some life stressors; like being the victim

of sexual abuse as a child are thought to contribute to the development of the disorder. Symptoms

of OCD are characterized by ritual feelings, repeated hand washing, repeated touching, repeated

counting, repeated checking, rearranging things, anxious thoughts, frequent thoughts of violence,

fear of causing harm, unwelcome sexual thoughts and fantasies. In this paper, the traditional

procedure of the medical diagnosis and prognosis of OCD employed by physicians is expressed

using Fuzzy classifier. The proposed expert system eliminates uncertainty and imprecise diagnosis

of OCD.

Ahmad, H. (2011) Fuzzy approach to Likert

Spectrum in Classified levels in surveying

researches, Journal of Mathematics

and Computer Science 2 (2 ): 394-401

available online at http://www.tjmcs.com

Angel, C. and Rocio, R. (2011)

Documentation management with Ant

colony Optimization Metaheuristic: A

Fuzzy Text Clustering Approach Using

Pheromone trails” retrieved from soft

computing in Industrial applications, Advances

in Intelligent and Soft Computing

96: 261-70,

Bart, K. and Satoru, I. (1993) Fuzzy Logic”

retrieved from http//: Fortunecity.com/

emachines/e11/86/fuzzylog.html.

Bell, J.(2011) OCDF: Obsessive Compulsive

Disorder Foundation, “What is Obsessive

Compulsive Disorder” retrieved from

h t t p : / / www. o c f o u n d a t i o n . o r g /

w h a t i s o c d . a s p x ? g c l i d = C N -

84fzPkqgCFcODDgodEg6tBg

Christos, S. and Dimitros, S. (2008) Neural

Network”, retrieved from http://

www.docstoc.com/docs/15050/neuralnetworks.

Ford-Martin, P. and Frey, R. J. (2011)

Obsessive-Compulsive Disorder.

r e t r i e v e d f r o m h t t p : / /

www.heal thl ine .com/gal e cont ent /

obsessive-compulsive-disorder

Helpguide (2011) Obsessive-Compulsive

Disorder (OCD) Symptoms and Treatment

of Compulsive Behavior and Obsessive

Thoughts retrieved from helpguide.

organization

Kasabov, N. K. (1998) Foundations of neural

networks, fuzzy systems, and knowledge

engineering, A Bradford Book, The MIT

Press, Cambridge, Massachusetts, London.

Kuang, Y. H., Ting-H. C. and Ting-Cheng,

C. (2011) Determination of the threshold

value β of variable precision rough set by

fuzzy algorithms, retrieved from http://

www.sciencedirect.com/science/article/

pii/S0888613X11000831.

Leondes, C (2010) The Technology of Fuzzy

Logic Algorithm retrieved from

Suite101.com/examples-of-expert-

System-application-in-artificial Intelligence.

MedicineNet (2011) Obsessive Compulsive

Disorder: Symptoms, causes and treatment”,

retrieved from http:// medicine-

Net.com.

PubMed Health (2011) Obsessivecompulsive

disorder: Obsessivecompulsive

neurosis;OCD” retrieved

from http://www.ncbi.nlm.nih.gov/

p u b m e d h e a l t h / P MH 0 0 0 1 9 2 6 /

#adam_000929.disease.symptoms.

Reza, J and Ali, R. M. (2011) Unhealthy

Poultry Carcass Detection Using Genetic

Fuzzy Classifier System” retrieved from

h t t p : / /www. n a u n . o r g / j o u r n a l s /

computers/20-020.pdf

Right Diagnosis (2011) Introduction; Causes,

diagnosis, types and treatment of OCD.

retrieved from http:// wrongdiagnosis.

com

Robert, F. (2000) Introduction to Neuro-

Fuzzy Systems, Advances in Soft Computing

Series, Springer-Verlag, Berlin/

Heildelberg,

Rudolf, K. (2008) Neuro-fuzzy systems, retrived

from http://ask.com

Steffen, L. (2011) Expert system and Local

Computation, University of Oxford

Graduate Lectures Hilary, Oxford

Sun, C.T. and Jang, J.S. (1993) A neurofuzzy

classifier and its applications, in:

Proceedings of IEEE International Conference

on Neural Networks, San Francisco,

p.94–98.

Zadeh, L. A. (1965) Fuzzy sets, Information

and Control 8: 338-353.