Self-Attention Causal Dilated Convolutional Neural Network for Multivariate Time Series Classification and Its Application

Wenbiao Yang; Kewen Xia; Zhaocheng Wang; Shurui Fan; Ling Li

doi:10.1016/j.engappai.2023.106151

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Self-Attention Causal Dilated Convolutional Neural Network for Multivariate Time Series Classification and Its Application

Wenbiao Yang Kewen Xia Zhaocheng Wang Shurui Fan Ling Li

Year: 2023 Journal: Engineering Applications of Artificial Intelligence Vol: 122 Pages: 106151-106151 Publisher: Elsevier BV

DOI: 10.1016/j.engappai.2023.106151

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Keywords:

Computer science Residual Multivariate statistics Autocorrelation Artificial intelligence Convolutional neural network Benchmark (surveying) Time series Data mining Machine learning Series (stratigraphy) Convolution (computer science) Pattern recognition (psychology) Artificial neural network Statistics Algorithm

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Topics

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Self-Attention Causal Dilated Convolutional Neural Network for Multivariate Time Series Classification and Its Application

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Citation History

Topics

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