Hassan Ismail Fawaz | DeepAI

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∙ 09/11/2019

InceptionTime: Finding AlexNet for Time Series Classification

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

135 Hassan Ismail Fawaz, et al. ∙

∙ 09/11/2019

DreamTime: Finding AlexNet for Time Series Classification

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

0 Hassan Ismail Fawaz, et al. ∙

∙ 08/20/2019

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

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

10 Hassan Ismail Fawaz, et al. ∙

∙ 11/05/2018

Transfer learning for time series classification

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

40 Hassan Ismail Fawaz, et al. ∙

∙ 09/12/2018

Deep learning for time series classification: a review

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

0 Hassan Ismail Fawaz, et al. ∙

∙ 08/07/2018

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

Data augmentation in deep neural networks is the process of generating a...

8 Hassan Ismail Fawaz, et al. ∙

∙ 06/07/2018

Evaluating surgical skills from kinematic data using convolutional neural networks

The need for automatic surgical skills assessment is increasing, especia...

0 Hassan Ismail Fawaz, et al. ∙

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