Alhassan Mumuni

Data augmentation: A comprehensive survey of modern approaches

Alhassan Mumuni, Fuseini Mumuni · Array · 2022 · 717 citations · Full text

Data Augmentation, Image Analysis, Engineering +8

Automated data processing and feature engineering for deep learning and big data applications: A survey

Alhassan Mumuni, Fuseini Mumuni · Journal of Information and Intelligence · 2024 · 112 citations · Full text

A Survey of Synthetic Data Augmentation Methods in Machine Vision

Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar · Machine Intelligence Research · 2024 · 72 citations · Full text

Adaptive Kalman filter for MEMS IMU data fusion using enhanced covariance scaling

Fuseini Mumuni, Alhassan Mumuni · Control Theory and Technology · 2021 · 22 citations

State Estimation, Decision Fusion, Engineering +9

Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning

Fuseini Mumuni, Alhassan Mumuni · Cognitive Systems Research · 2023 · 20 citations · Full text

Artificial Intelligence, Adversarial Robustness, Engineering +8