https://github.com/hfawaz/dl-4-tsc

Deep Learning for Time Series Classification

convolutional-neural-networks deep-learning deep-neural-networks empirical-research research-paper review time-series-classification

Last synced: 07 Apr 2025

https://github.com/hfawaz/inceptiontime

InceptionTime: Finding AlexNet for Time Series Classification

alexnet deep-learning inception inceptionv3 neural-networks scalable time-series-analysis time-series-classification

Last synced: 04 Apr 2025

https://github.com/hfawaz/bigdata18

Transfer learning for time series classification

deep-learning deep-neural-networks dtw dynamic-time-warping research-paper time-series-analysis time-series-classification transfer-learning

Last synced: 07 Apr 2025

https://github.com/hfawaz/cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

benchmark classification comparison holm post-hoc ranking-algorithm statistical-analysis wilcoxon-test

Last synced: 07 Apr 2025

https://github.com/hfawaz/aaltd18

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

convolutional-neural-networks data-augmentation deep-learning dtw dynamic-time-warping time-series-classification

Last synced: 09 Apr 2025

https://github.com/hfawaz/ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

deep-learning deep-neural-networks ensemble time-series-classification

Last synced: 09 Apr 2025

https://github.com/hfawaz/ijcnn19attacks

Adversarial Attacks on Deep Neural Networks for Time Series Classification

adversarial-attacks adversarial-examples deep-learning deep-neural-networks time-series-classification

Last synced: 09 Apr 2025

https://github.com/hfawaz/miccai18

Evaluating surgical skills from kinematic data using convolutional neural networks

class-activation-maps cnn cnn-keras data-science deep-learning research-paper surgery surgical time-series-classification

Last synced: 09 Apr 2025

https://github.com/hfawaz/ijcars19

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

artificial-intelligence deep-learning machine-learning neural-networks research-paper surgical-robots time-series-classification

Last synced: 09 Apr 2025

https://github.com/hfawaz/dreamtime

InceptionTime: Finding AlexNet for Time Series Classification

alexnet deep-learning inception inception-architecture neural-networks research-paper time-series-analysis time-series-classification

Last synced: 17 Feb 2025

https://github.com/hfawaz/aime19

Automatic alignment of surgical videos using kinematic data

alignment dynamic-time-warping multivariate-timeseries surgical-robots time-series time-series-analysis video-sync

Last synced: 09 Apr 2025

https://github.com/hfawaz/hfawaz.github.io

Last synced: 17 Feb 2025