A review of irregular time series data handling with gated recurrent neural networks. - Philip B. Weerakody; Kok Wai Wong; Guanjin Wang; Wendell Ela (Neurocomputing, 2021)

Policy gradient empowered LSTM with dynamic skips for irregular time series data. - Philip B. Weerakody; Kok Wai Wong; Guanjin Wang (Appl. Soft Comput., 2023)

Cyclic Gate Recurrent Neural Networks for Time Series Data with Missing Values. - Philip B. Weerakody; Kok Wai Wong; Guanjin Wang (Neural Process. Lett., 2023)