Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Method

Qiuyan Yan, Qifa Sun, Xinming Yan

ELM (Extreme Learning Machine) is a single hidden layer feed-forward network, where the weights between input and hidden layer are initialized randomly. ELM is efficient due to its…