EEG Analysis for Subjective Assessment of Motor Learning Skill in Driving Using Type‐2 Fuzzy Reasoning

2014 ◽  
Vol 2014 ◽  
pp. 1-13 ◽  
Author(s):  
Shan Zhao ◽  
Hongxing Li

Type-2 fuzzy reasoning relations are the type-2 fuzzy relations obtained from a group of type-2 fuzzy reasonings by using extended t-(co)norm, which are essential for implementing type-2 fuzzy logic systems. In this paper an algorithm is provided for constructing type-2 fuzzy reasoning relations of SISO type-2 fuzzy logic systems. First, we give some properties of extended t-(co)norm and simplify the expression of type-2 fuzzy reasoning relations in accordance with different input subdomains under certain conditions. And then different techniques are discussed to solve the simplified expressions on the input subdomains by using the related methods on solving fuzzy relation equations. Besides, it is pointed out that the computation amount level of the proposed algorithm is the same as that of polynomials and the possibility of applying the proposed algorithm in the construction of type-2 fuzzy reasoning relations is illustrated on several examples. Finally, the calculation of an arbitrary extended continuous t-norm can be obtained as the special case of the proposed algorithm.


2018 ◽  
Vol 45 ◽  
pp. 245-262
Author(s):  
Joanna Furmańska Joanna Furmańska ◽  
Teresa Rzepa ◽  
Maria Pietrzak-Nowacka ◽  
Dorota Koziarska

The literature on the subject identifies chronic disease as a stressor which imposes new adaptive tasks on patients and requires them to change their lifestyle. Therefore, the issues of disease assessment and adaptation to illness, based on individual knowledge of the disease and subjective appraisal of its influence on day-to-day functioning, are becoming increasingly important. In the present article, the appraisal of disease significance is to be understood as a dynamic effect of subjective assessment of one’s own life situation due to chronic disease. The aim of the analysis was validation of the relationship between the basic sociodemographic factors and the appraisal of the significance of a chronic disease among patients with RRMS and diabetes type 2, as well as verification whether these two diseases show any differences in terms of appraisal of their significance in opinion of the patients. In order to verify the hypotheses, The Disease-Related Appraisals Scale, and original scorecard designed to obtain sociodemographic data were used. The analysis was conducted on 118 patients with RRMS and 61 patients with diabetes type 2. The results show a statistically significant relationship between education level and the appraisal of disease significance considered as benefit and injustice among the two groups of patients. Additionally, in the group of patients with diabetes type 2, the aforementioned relationship was also found for appraisal of disease significance considered as a threat. Moreover, it was found that the analysed groups show significant differences in terms of recognition of the disease as an obstacle/loss. Diagnostic assessment of disease significance sets the direction and methods of therapeutic intervention provided, with the primary aim of improving the quality of life of patients suffering from a chronic disease.


Author(s):  
Mousumi Laha ◽  
Amit Konar ◽  
Madhuparna Das ◽  
Chandrima Debnath ◽  
Nandita Sengupta ◽  
...  

Author(s):  
Lidia Ghosh ◽  
Amit Konar ◽  
Pratyusha Rakshit ◽  
Sricheta Parui ◽  
Anca L. Ralescu ◽  
...  
Keyword(s):  

Sign in / Sign up

Export Citation Format

Share Document