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Pranita G. Bais¹*, Syed Asif Syed Gaffar1, Arpita Mukund Jondhale1, Gayatri Shriram Bharose1, Vinod K. Pawar2, Anand K. Pathrikar3

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#federated learning Open access Oct 2026

EduSense - A Real-Time IoT-Augmented Explainable Ensemble Learning Framework With Face-Verified Attendance For Early Academic Risk Detection In Engineering Education

Engineering colleges across India face a critical challenge, with approximately 28% of enrolled students failing to complete their degrees on time. In regions like Vidarbha, Maharashtra, this rate is exacerbated by localized financial stress, first-generation academic backgrounds, and constrained support systems. Tradi...

Pranita G. Bais¹*, Syed Asif Syed Gaffar1, Arpita Mukund Jondhale1, Gayatri Shriram Bharose1, Vinod K. Pawar2, Anand K. Pathrikar3 · 0 citations
#federated learning Open access Oct 2026

EduSense - A Real-Time IoT-Augmented Explainable Ensemble Learning Framework With Face-Verified Attendance For Early Academic Risk Detection In Engineering Education

Engineering colleges across India face a critical challenge, with approximately 28% of enrolled students failing to complete their degrees on time. In regions like Vidarbha, Maharashtra, this rate is exacerbated by localized financial stress, first-generation academic backgrounds, and constrained support systems. Tradi...

Pranita G. Bais¹*, Syed Asif Syed Gaffar1, Arpita Mukund Jondhale1, Gayatri Shriram Bharose1, Vinod K. Pawar2, Anand K. Pathrikar3 · 0 citations

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