Alhassan Mumuni

ORCID, self-asserted

ORCID 0000-0001-6103-1925

Publications

Citations

1,213

h-index

Computed over the works the graph holds, so it is a floor rather than a career figure.

i10-index

Publications

8 works in the graph, newest first.

Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods
2025Knowledge and Information SystemsJournalFirst authorCorresponding27 citations10.1007/s10115-025-02349-x
Automated data processing and feature engineering for deep learning and big data applications: A survey
2024Journal of Information and IntelligenceJournalOpen accessFirst authorCorresponding149 citations10.1016/j.jiixd.2024.01.002
A Survey of Synthetic Data Augmentation Methods in Machine Vision
2024Machine Intelligence ResearchJournalOpen accessFirst authorCorresponding110 citations10.1007/s11633-022-1411-7
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning
2023Cognitive Systems ResearchJournalOpen accessSenior author26 citations10.1016/j.cogsys.2023.101188
Data augmentation: A comprehensive survey of modern approaches
2022ArrayJournalOpen accessFirst authorCorresponding863 citations10.1016/j.array.2022.100258
Deep learning of monocular depth, optical flow and ego-motion with geometric guidance for UAV navigation in dynamic environments
2022Machine Learning with ApplicationsJournalOpen access17 citations10.1016/j.mlwa.2022.100416
Bayesian cue integration of structure from motion and CNN-based monocular depth estimation for autonomous robot navigation
2022International Journal of Intelligent Robotics and ApplicationsJournalSenior author13 citations10.1007/s41315-022-00226-2
Robust appearance modeling for object detection and tracking: a survey of deep learning approaches
2022Progress in Artificial IntelligenceJournalFirst authorCorresponding8 citations10.1007/s13748-022-00290-6