Identification of black plastics realized with the aid of Raman spectroscopy and fuzzy radial basis function neural networks classifier
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DOI: 10.1007/s10163-017-0620-6
Abstract: To accomplish the effective classifier and secure the accurate classification capabilities of black plastics, a comprehensive design methodology of fuzzy radial basis function neural networks is developed with the aid of principal component analysis and… read more here.
Keywords: radial basis; basis function; spectroscopy; fuzzy radial ... See more keywords
A Fuzzy Radial Basis Inference Network With Grouped Signal Feature Embedding and Its Application in Multi-Source Signals Classification
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DOI: 10.1109/access.2021.3089727
Abstract: A fuzzy radial basis inference network with grouped signal feature embedding (GFE-FINN) classification model is proposed for multi-source time-varying signal fusion analysis and feature knowledge embedding, which multi-channel signals are divided into several groups according… read more here.
Keywords: feature; fuzzy radial; grouped signal; classification ... See more keywords
Design of Reinforced Fuzzy Radial Basis Function Neural Network Classifier Driven With the Aid of Iterative Learning Techniques and Support Vector-Based Clustering
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2020.3001740
Abstract: In this article, a reinforced fuzzy radial basis function neural network (R-FRBFNN) classifier is proposed. It focuses on the development of methodologies of reinforced architecture to improve classification accuracy and enhance the robust capability based… read more here.
Keywords: radial basis; classification; reinforced fuzzy; classifier ... See more keywords