Denoising temporal convolutional recurrent autoencoders for time series classification

Deep learning for time series classification: a review

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Data-driven Short-term Solar Irradiance Forecasting Based on Information of Neighboring Sites

(2018) Chao Huang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Wind Turbine Blade Breakage Monitoring With Deep Autoencoders

(2018) Long Wang et al.   IEEE Transactions on Smart Grid

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

Time series classification with ensembles of elastic distance measures

(2014) Jason Lines et al.   DATA MINING AND KNOWLEDGE DISCOVERY

A review of unsupervised feature learning and deep learning for time-series modeling

(2014) Martin Längkvist et al.   PATTERN RECOGNITION LETTERS

Bag-of-words representation for biomedical time series classification

(2013) Jin Wang et al.   Biomedical Signal Processing and Control