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Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation

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Jun 30, 2020
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Meta-Learning for Black-box Optimization

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Jul 16, 2019
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Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models

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Apr 02, 2019
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Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks

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Oct 06, 2017
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TimeNet: Pre-trained deep recurrent neural network for time series classification

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Jun 23, 2017
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Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder

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Aug 22, 2016
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