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Author

Deepika Agrawal

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Review Open access Oct 2026

Learning Analytics in Indian Universities: Developing an Early Warning Framework for Student Success

Learning Management Systems (LMS) collect behavior data that could help universities identify academic risks before they occur, such as during exams or when students withdraw from a course. While the field of learning analytics has been extensively researched worldwide, evidence on the generalization, effectiveness, an...

Richa Vishwakarma, Deepika Agrawal · 0 citations
Open access Sep 2026

Dynamic Graph Representation Learning for Spatiotemporal Forecasting under High Data Volatility

Spatiotemporal forecasting plays a critical role in managing large-scale physical, economic, and digital infrastructures. Applications range from urban traffic management and financial order book modeling to smart grid load balancing and climate monitoring. Modern spatiotemporal architectures—primarily Spatiotemporal G...

Pratibha Soni, Deepika Agrawal · 0 citations

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