Pierre-Alain Muller | DeepAI

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InceptionTime: Finding AlexNet for Time Series Classification

Time series classification (TSC) is the area of machine learning interes...

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DreamTime: Finding AlexNet for Time Series Classification

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Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

Purpose: Manual feedback from senior surgeons observing less experienced...

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∙ 11/05/2018

Transfer learning for time series classification

Transfer learning for deep neural networks is the process of first train...

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∙ 09/12/2018

Deep learning for time series classification: a review

Time Series Classification (TSC) is an important and challenging problem...

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∙ 08/07/2018

Data augmentation using synthetic data for time series classification with deep residual networks

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