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Author

A. Srinagesh

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Open access Sep 2026

QoE-driven adaptive bitrate selection for cloud–edge 5G video streaming using Bi-LSTM and XGBoost

The video over 5G networks is accelerating its rapid growth. Adaptive bit-rate selection mechanism intelligence is introduced to achieve the optimal user Quality of Experience (QoE) in dynamic conditions of the network. This paper presents a quick and intelligent QoE-based adaptive bit rate selection system for 5G vide...

Kumbha Ravi Kumar, A. Srinagesh · 0 citations
Conference Aug 2026

ParkinsonFusionNet: An Explainable Multimodal Deep Learning Framework for Parkinson's Disease Detection

Parkinson's Disease (PD) impacts approximately 10 million people worldwide, but existing diagnostic approaches like neurological examination and neuroimaging usually only identify the disease after 60-80% of dopaminergic neurons have been lost, creating a need for automated, biomarker-driven screening tools. Here we pr...

Sowjanya Vuddanti, A. Srinagesh · 0 citations

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