Mubarak G. Abdu-Aguye

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Convolutional Neural Networks

Wearable Sensors

Transfer Learning

Activity Recognition

Top Venues

IEEE Commun. Lett.

Publications

Mubarak G. Abdu-Aguye, Karthik Nandakumar
Recurrence-Based Disentanglement for Detecting Adversarial Attacks on Timeseries Classifiers. EUSIPCO (2023)
Mubarak G. Abdu-Aguye, Karthik Nandakumar
On the Effects of Filtering Methods on Adversarial Timeseries Data. GeoPrivacy@SIGSPATIAL (2023)
Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi
Investigating strategies towards adversarially robust time series classification. Pattern Recognit. Lett. 156 (2022)
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)
Mubarak G. Abdu-Aguye, Walid Gomaa, Yasushi Makihara, Yasushi Yagi
Detecting Adversarial Attacks In Time-Series Data. ICASSP (2020)
Sara Ashry Mohammed, Walid Gomaa, Mubarak G. Abdu-Aguye, Nahla El-borae
Improved IMU-based Human Activity Recognition using Hierarchical HMM Dissimilarity. ICINCO (2020)
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) (2020)
Mubarak G. Abdu-Aguye, Walid Gomaa
Robust Human Activity Recognition based on Deep Metric Learning. ICINCO (1) (2019)
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)
Mubarak G. Abdu-Aguye, Walid Gomaa
VersaTL: Versatile Transfer Learning for IMU-based Activity Recognition using Convolutional Neural Networks. ICINCO (1) (2019)
Mubarak G. Abdu-Aguye, Walid Gomaa
Competitive Feature Extraction for Activity Recognition based on Wavelet Transforms and Adaptive Pooling. IJCNN (2019)
Mubarak G. Abdu-Aguye, Walid Gomaa
Novel Approaches to Activity Recognition Based on Vector Autoregression and Wavelet Transforms. ICMLA (2018)