About
Contact & Profiles
A5014379215
Research Areas
- Neural Networks and Applications
- Brain Tumor Detection and Classification
- Fuzzy Logic and Control Systems
Shahid Beheshti University
2021
In this paper, we present a novel classifier based on fuzzy logic and wavelet transformation in the form of neural network. This includes layer to predict numerical feature corresponded labels or classes. The presented is implemented brain tumor diagnosis. For extraction, fractal model with four Gaussian functions used. classification performed 2000 MRI images. Regarding results, accuracy DT, KNN, LDA, NB, MLP, SVM 93.5%, 87.6%, 61.5%, 57.5%, 68.5%, 43.6%, respectively. Based FWNNet...
10.1155/2021/8542637
article
EN
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Computational Intelligence and Neuroscience
2021-01-01
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