A bio-inspired weights and structure determination neural network for multiclass classification: Applications in occupational classification systems

A bio-inspired weights and structure determination neural network for multiclass classification: Applications in occupational classification systems

Undoubtedly, one of the most common machine learning challenges is multiclass classification. In light of this, a novel bio-inspired neural network (NN) has been developed to address multiclass classification-related issues. Given that weights and structure determination (WASD) NNs have been acknowl...

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Bibliographic Details
Main Authors: Yu He, Xiaofan Dong, Theodore E. Simos, Spyridon D. Mourtas, Vasilios N. Katsikis, Dimitris Lagios, Panagiotis Zervas, Giannis Tzimas
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:AIMS Mathematics
Subjects:
neural networks
occupational classification
multiclass classification
machine learning
weights and structure determination
metaheuristics
beetle antennae search
Online Access:https://www.aimspress.com/article/doi/10.3934/math.2024119?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/math.2024119?viewType=HTML

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