most citedAutomated data processing and feature engineering for deep learning and big data applications: a survey

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cs.LG2024★ 150 cited

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

Alhassan Mumuni, Fuseini Mumuni

Modern approach to artificial intelligence (AI) aims to design algorithms that learn directly from data. This approach has achieved impressive results and has contributed significa…

cs.LG2024★ 26 cited

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

Fuseinin Mumuni, Alhassan Mumuni

We review current and emerging knowledge-informed and brain-inspired cognitive systems for realizing adversarial defenses, eXplainable Artificial Intelligence (XAI), and zero-shot…