Search Results for author: Abduallah Mohamed

Found 7 papers, 6 papers with code

HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data

1 code implementation7 Mar 2022 Abduallah Mohamed, Fernando Lejarza, Stephanie Cahail, Christian Claudel, Edison Thomaz

The problem of human activity recognition from mobile sensor data applies to multiple domains, such as health monitoring, personal fitness, daily life logging, and senior care.

Human Activity Recognition

Inner Ensemble Networks: Average Ensemble as an Effective Regularizer

1 code implementation15 Jun 2020 Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy, Mohamed Elhoseiny, Christian Claudel

Also, we show empirically and theoretically that IENs lead to a greater variance reduction in comparison with other similar approaches such as dropout and maxout.

Neural Architecture Search

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