no code implementations • 21 Sep 2021 • Kudakwashe Dandajena, Isabella M. Venter, Mehrdad Ghaziasgar, Reg Dodds
A framework was developed to address limitations associated with existing techniques for analysing sequences.
no code implementations • 30 Jul 2020 • Eslam A. Hussein, Mehrdad Ghaziasgar, Christopher Thron
The study made regional predictions based on sequences of daily rainfall maps of the continental US, with rainfall quantized at 3 levels: light or no rain; moderate; and heavy rain.
no code implementations • 22 Jul 2020 • Kudakwashe Dandajena, Isabella M. Venter, Mehrdad Ghaziasgar, Reg Dodds
This paper provides a review of past approaches to the use of deep-learning frameworks for the analysis of discrete irregular-patterned complex sequential datasets.