SymptoTrackAI is presented, an intelligent symptom monitoring framework that integrates Retrieval-Augmented Generation with FAISS-based similarity search to provide context-aware disease suggestions from user-entered symptoms to improve the relevance of generated recommendations.
Ullaganti Shreeyaa Madhury, M.ramesh· International Journal of Eng...· 0 citations
The proposed model addresses challenges such as limited training data and different road conditions, helping improve its reliability in practical situations, and demonstrates how artificial intelligence can support modern transportation by providing faster, more accurate, and efficient accident detection while contribu...
CHENCHETI INDHU, Dr.M.Ramesh· International Journal of Eng...· 0 citations
The proposed hybrid framework provides a robust, scalable, and reliable solution for real-time botnet attack detection, enhancing the security and resilience of modern IoT networks against evolving cyber threats.
Munagala Kusuma, M.ramesh· International Journal of Eng...· 0 citations
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