Deep Learning for Prawn Farming: Forecasting and Anomaly Detection

no code implementations • 12 May 2022 • Joel Janek Dabrowski, Ashfaqur Rahman, Andrew Hellicar, Mashud Rana, Stuart Arnold

We present a decision support system for managing water quality in prawn ponds.

Anomaly Detection

Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections

1 code implementation • ICML 2017 • Zakaria Mhammedi, Andrew Hellicar, Ashfaqur Rahman, James Bailey

Our contributions are as follows; we first show that constraining the transition matrix to be unitary is a special case of an orthogonal constraint.