Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet Transforms. - Mubarak G. Abdu-Aguye; Walid Gomaa 001 (ICMLA, 2018)

VersaTL: Versatile Transfer Learning for IMU-based Activity Recognition using Convolutional Neural Networks. - Mubarak G. Abdu-Aguye; Walid Gomaa 001 (ICINCO (1), 2019)

Robust Human Activity Recognition based on Deep Metric Learning. - Mubarak G. Abdu-Aguye; Walid Gomaa 001 (ICINCO (1), 2019)

On the Feasibility of On-body Roaming Models in Human Activity Recognition. - Mubarak G. Abdu-Aguye; Walid Gomaa 001; Yasushi Makihara; Yasushi Yagi (ICINCO (1), 2019)

Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive Pooling. - Mubarak G. Abdu-Aguye; Walid Gomaa 001 (IJCNN, 2019)

Detecting Adversarial Attacks In Time-Series Data. - Mubarak G. Abdu-Aguye; Walid Gomaa 001; Yasushi Makihara; Yasushi Yagi (ICASSP, 2020)

Improved IMU-based Human Activity Recognition using Hierarchical HMM Dissimilarity. - Sara Ashry Mohammed; Walid Gomaa 001; Mubarak G. Abdu-Aguye; Nahla El-borae (ICINCO, 2020)

Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors. - Mubarak G. Abdu-Aguye; Walid Gomaa 001; Yasushi Makihara; Yasushi Yagi (IJCNN, 2020)

Massive MIMO CSI Feedback Based on Generative Adversarial Network. - Bassant Tolba; Maha Elsabrouty; Mubarak G. Abdu-Aguye; Haris Gacanin; Hossam Mohamed Kasem (IEEE Commun. Lett., 2020)

Investigating strategies towards adversarially robust time series classification. - Mubarak G. Abdu-Aguye; Walid Gomaa 001; Yasushi Makihara; Yasushi Yagi (Pattern Recognit. Lett., 2022)

Recurrence-Based Disentanglement for Detecting Adversarial Attacks on Timeseries Classifiers. - Mubarak G. Abdu-Aguye; Karthik Nandakumar (EUSIPCO, 2023)

On the Effects of Filtering Methods on Adversarial Timeseries Data. - Mubarak G. Abdu-Aguye; Karthik Nandakumar (GeoPrivacy@SIGSPATIAL, 2023)

Enhancing Trust in Localization Systems: An XAI Approach. - Muhammad ElMahdy; Mubarak G. Abdu-Aguye; Hamada Rizk; Moustafa Youssef 001 (SIGSPATIAL/GIS, 2024)

Feature Map Purification for Enhancing Adversarial Robustness of Deep Timeseries Classifiers. - Mubarak G. Abdu-Aguye; Muhammad Zaigham Zaheer; Karthik Nandakumar (ICDM, 2024)