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eess.SP2022★ 3 cited
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition
Shuai Shao, Yu Guan, Xin Guan +2
Human Activity Recognition (HAR) is one of the core research areas in mobile and wearable computing. With the application of deep learning (DL) techniques such as CNN, recognizing…
cs.LG2022★ 2 cited
Benchmark time series data sets for PyTorch -- the torchtime package
Philip Darke, Paolo Missier, Jaume Bacardit
The development of models for Electronic Health Record data is an area of active research featuring a small number of public benchmark data sets. Researchers typically write custom…