Alhassan Mumuni

14 papers Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods. Knowl. Inf. Syst. Alhassan Mumuni, Fuseini Mumuni
2025	J	`jnl`	Explainable artificial intelligence (XAI): from inherent explainability to large language models. CoRR Fuseini Mumuni, Alhassan Mumuni
2025	J	`jnl`	Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches. CoRR Alhassan Mumuni, Fuseini Mumuni
2024	J	`jnl`	A Survey of Synthetic Data Augmentation Methods in Machine Vision. Mach. Intell. Res. Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar
2024	J	`jnl`	A survey of synthetic data augmentation methods in computer vision. CoRR Alhassan Mumuni, Fuseini Mumuni, Nana Kobina Gerrar
2024	J	`jnl`	Automated data processing and feature engineering for deep learning and big data applications: a survey. CoRR Alhassan Mumuni, Fuseini Mumuni
2024	J	`jnl`	Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods. CoRR Alhassan Mumuni, Fuseini Mumuni
2024	J	`jnl`	Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning. Cogn. Syst. Res. Fuseini Mumuni, Alhassan Mumuni
2024	J	`jnl`	Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning. CoRR Fuseini Mumuni, Alhassan Mumuni
2024	J	`jnl`	Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO. CoRR Fuseini Mumuni, Alhassan Mumuni
2022	J	`jnl`	Bayesian cue integration of structure from motion and CNN-based monocular depth estimation for autonomous robot navigation. Int. J. Intell. Robotics Appl. Fuseini Mumuni, Alhassan Mumuni
2022	J	`jnl`	Data augmentation: A comprehensive survey of modern approaches. Array Alhassan Mumuni, Fuseini Mumuni
2022	J	`jnl`	Robust appearance modeling for object detection and tracking: a survey of deep learning approaches. Prog. Artif. Intell. Alhassan Mumuni, Fuseini Mumuni
2021	J	`jnl`	CNN Architectures for Geometric Transformation-Invariant Feature Representation in Computer Vision: A Review. SN Comput. Sci. Alhassan Mumuni, Fuseini Mumuni