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Author

Mohini Mittal

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Review Open access Jul 2026

Multidisciplinary Deep Learning Approaches for Emotion Recognition in Human–Computer Interaction Systems: A Comprehensive Review

This review synthesises the state of the art in deep learning-based emotion recognition by outlining promising directions, including foundation-model-driven affective reasoning, neuro-symbolic integration, and personalised continual learning, offering a roadmap for researchers seeking to advance emotionally intelligent...

Mohini Mittal, Dhrub Kumar · 0 citations
Review Open access Jul 2026

Explainable Machine Learning Models for Trustworthy Decision-Making in Smart City Applications

This review synthesizes the state of the art in explainable machine learning as applied to smart city decision-making and outlines research directions toward causally grounded, human-centered, and regulation-aligned explainable AI systems capable of sustaining trustworthy algorithmic governance in future smart cities.

Mohini Mittal, Jyoti Duhan Rathee · 0 citations

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