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Mubarak G. Abdu-Aguye
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2020 – today
- 2024
- [c11]Muhammad ElMahdy, Mubarak G. Abdu-Aguye, Hamada Rizk, Moustafa Youssef:
Enhancing Trust in Localization Systems: An XAI Approach. SIGSPATIAL/GIS 2024: 719-720 - 2023
- [c10]Mubarak G. Abdu-Aguye, Karthik Nandakumar:
Recurrence-Based Disentanglement for Detecting Adversarial Attacks on Timeseries Classifiers. EUSIPCO 2023: 625-629 - [c9]Mubarak G. Abdu-Aguye, Karthik Nandakumar:
On the Effects of Filtering Methods on Adversarial Timeseries Data. GeoPrivacy@SIGSPATIAL 2023: 5-9 - 2022
- [j2]Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi:
Investigating strategies towards adversarially robust time series classification. Pattern Recognit. Lett. 156: 104-111 (2022) - 2020
- [j1]Bassant Tolba, Maha Elsabrouty, Mubarak G. Abdu-Aguye, Haris Gacanin, Hossam Mohamed Kasem:
Massive MIMO CSI Feedback Based on Generative Adversarial Network. IEEE Commun. Lett. 24(12): 2805-2808 (2020) - [c8]Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi:
Detecting Adversarial Attacks In Time-Series Data. ICASSP 2020: 3092-3096 - [c7]Sara Ashry Mohammed, Walid Gomaa, Mubarak G. Abdu-Aguye, Nahla El-borae:
Improved IMU-based Human Activity Recognition using Hierarchical HMM Dissimilarity. ICINCO 2020: 702-709 - [c6]Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi:
Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors. IJCNN 2020: 1-6
2010 – 2019
- 2019
- [c5]Mubarak G. Abdu-Aguye, Walid Gomaa:
VersaTL: Versatile Transfer Learning for IMU-based Activity Recognition using Convolutional Neural Networks. ICINCO (1) 2019: 507-516 - [c4]Mubarak G. Abdu-Aguye, Walid Gomaa:
Robust Human Activity Recognition based on Deep Metric Learning. ICINCO (1) 2019: 656-663 - [c3]Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi:
On the Feasibility of On-body Roaming Models in Human Activity Recognition. ICINCO (1) 2019: 680-690 - [c2]Mubarak G. Abdu-Aguye, Walid Gomaa:
Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive Pooling. IJCNN 2019: 1-8 - 2018
- [c1]Mubarak G. Abdu-Aguye, Walid Gomaa:
Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet Transforms. ICMLA 2018: 951-954
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