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Showing 1 to 1 of 1 for “"Bidirectional Long Short-Term Memory (BiLSTM) network"”.
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Development of an advanced deep learning and neural network method for automatic early detection of mastitis in dairy cattle : A thesis submitted in partial fulfilment of the requirements for the Degree of Doctor of Philosophy at Lincoln University
… learning with SOM and FCM, we then trained a Bidirectional Long Short-Term Memory (BiLSTM) network to forecast the cow health state for the following day using supervised learning. The BiLSTM model showed high efficacy in forecasting cow health states, with precision, recall, and F1-scores for …