Time series augmentation possessing the dual strategy is essential in successfully applying deep models in time series classification. Mainly, it holds significant research and practical value in ...

If there’s one thing that characterizes the Information Age that we find ourselves in today, it is streams of data. However, without proper ways to aggregate and transform this data into information, ...

Currently, deep learning is the most important technique for solving many complex machine vision problems. State-of-the-art deep learning models typically contain a very large number of parameters ...