The Semantic Classification Approach Base on Neural Networks

• Published in: IEEE access Vol. 8; pp. 14573 - 14578
• Main Authors: Shi, Yanli, Zhao, Jinxing
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Classification; Classification algorithms; complex concepts; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Lattices; Neural networks; Portable computers; semantic interpretation; Semantics

This paper addresses the classification problem, and a semantic classification approach using neural networks is proposed. The approach embeds the theoretical findings of the axiomatic fuzzy set theory in neural networks. Complex concepts are extracted by neural networks, which means that the class...