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Explainable AI for aquatic environmental intelligence : a SHAP-enhanced LSTM approach using high-frequency water quality data in a river system
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- Journal Article
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Selecting optimal Long Short-Term Memory (LSTM) architectures for online estimation of mean arterial pressure (MAP) in patients undergoing general anesthesia
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- Journal Article
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A two-step approach for damage identification in bridge structure using convolutional Long Short-Term Memory with augmented time-series data
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Validation set sampling strategies for predictive process monitoring
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- Journal Article
- A1
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Wind turbine hybrid physics-based deep learning model for a health monitoring approach considering provision of ancillary services
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Global conformance checking measures using shallow representation and deep learning
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Can recurrent neural networks learn process model structure?
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- Journal Article
- A1
- open access
A network-based strategy of price correlations for optimal cryptocurrency portfolios
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- Journal Article
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Prediction of instantaneous yield of bio-oil in fluidized biomass pyrolysis using long short-term memory network based on computational fluid dynamics data
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- Conference Paper
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Outcome-oriented predictive process monitoring on positive and unlabelled event logs