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Rajesh Mannam

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Open access Aug 2026

Neuro-Symbolic Machine Learning Framework for Adaptive Decision Intelligence in Distributed Smart Systems

A new framework for Neuro-Symbolic Machine Learning (NS-ML) to enhance the adaptive decision intelligence of distributed smart systems is introduced. As smart environments become more complex, the transparency and reasoning of traditional black-box deep learning models in uncertain circumstances are unsatisfactory. Res...

Rajesh Mannam · 0 citations

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