| 2024 | ICDM | Feature Map Purification for Enhancing Adversarial Robustness of Deep Timeseries Classifiers. | Mubarak G. Abdu-Aguye, Muhammad Zaigham Zaheer, Karthik Nandakumar |
| 2020 | ICASSP | Detecting Adversarial Attacks In Time-Series Data. | Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi |
| 2020 | ICINCO | Improved IMU-based Human Activity Recognition using Hierarchical HMM Dissimilarity. | Sara Ashry Mohammed, Walid Gomaa, Mubarak G. Abdu-Aguye, Nahla El-borae |
| 2020 | IJCNN | Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors. | Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi |
| 2019 | ICINCO | VersaTL: Versatile Transfer Learning for IMU-based Activity Recognition using Convolutional Neural Networks. | Mubarak G. Abdu-Aguye, Walid Gomaa |
| 2019 | ICINCO | Robust Human Activity Recognition based on Deep Metric Learning. | Mubarak G. Abdu-Aguye, Walid Gomaa |
| 2019 | ICINCO | On the Feasibility of On-body Roaming Models in Human Activity Recognition. | Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi |
| 2019 | IJCNN | Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive Pooling. | Mubarak G. Abdu-Aguye, Walid Gomaa |
| 2018 | ICMLA | Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet Transforms. | Mubarak G. Abdu-Aguye, Walid Gomaa |