Deep Learning-Based Boolean, Time Series, Error Detection, and Predictive Analysis in Container Crane Operations

Deep learning is crucial in marine logistics and container crane error detection, diagnosis, and prediction. A novel deep learning technique using Long Short-Term Memory (LSTM) detected and anticipated errors in a system with imbalanced data. The LSTM model was trained on real operational error data...

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Bibliographic Details

Published in:	Algorithms
Main Authors:	Amruta Awasthi, Lenka Krpalkova, Joseph Walsh
Format:	Article
Language:	English
Published:	MDPI AG 2024-08-01
Subjects:	predictive analytics deep learning data analytics time series Boolean data error detection deep neural networks
Online Access:	https://www.mdpi.com/1999-4893/17/8/333