Deep combination of fuzzy inference and neural network in fuzzy inference software—FINEST
Fuzzy Sets and Systems - Special issue on connectionist and hybrid connectionist systems for approximate reasoning
NEFCLASSmdash;a neuro-fuzzy approach for the classification of data
SAC '95 Proceedings of the 1995 ACM symposium on Applied computing
Human Factors in Ergonomics & Manufacturing
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
NEFCLASS-based neuro fuzzy controller for SRM drive
Engineering Applications of Artificial Intelligence
An online self-constructing neural fuzzy inference network and its applications
IEEE Transactions on Fuzzy Systems
Neuro-fuzzy rule generation: survey in soft computing framework
IEEE Transactions on Neural Networks
Learning and tuning fuzzy logic controllers through reinforcements
IEEE Transactions on Neural Networks
Application of Neuro-Fuzzy Controller for Sumo Robot control
Expert Systems with Applications: An International Journal
Classifying the risk of work related low back disorders due to manual material handling tasks
Expert Systems with Applications: An International Journal
Hi-index | 12.05 |
In spite of the advanced technology, manual material handling tasks are done frequently and the incidence rate of low back disorders is still high. Classification of industrial jobs related to low back disorder risks has therefore great potential to prevent injuries. In this study, industrial jobs have been classified into two categories as ''low risk'' and ''high risk'' using neuro-fuzzy classification. Neuro-fuzzy classification has obtained better results than previous studies which used the same experimental data. Furthermore, ''IF-THEN'' type fuzzy rules have been extracted easily from the results to analyze potential risk factors. Ergonomic interventions can be done by means of the obtained rules for future reduction in back injuries.