Exploiting multi-channels deep convolutional neural networks for multivariate time series classification

Mathematics

• Multivariate Time Series 100%
• Neural Networks 72%
• Dynamic Time Warping 39%
• Learning 30%
• Time series 29%
• Performance 19%
• Multilayer Perceptron 16%
• Classification Algorithm 15%
• K-nearest Neighbor 14%
• Bioinformatics 13%
• Large Data Sets 13%
• Deficiency 12%
• Finance 11%
• Health 11%
• Univariate 9%
• Experiment 8%
• Model 7%
• Imply 7%
• Framework 6%

Engineering & Materials Science

• Deep neural networks 75%
• Convolutional neural networks 70%
• Time series 66%
• Medical informatics 13%
• Finance 11%
• Bioinformatics 10%
• Multilayer neural networks 9%
• Deep learning 8%