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Author

Pravin P

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Conference Aug 2026

Retrieval Augmented Large Language Models for Intelligent Information Systems

Large Language Models have revolutionised intelligent information systems by offering human-like reasoning, contextual comprehension, and natural language creation capabilities to a range of applications. But traditional LLMs suffer from major limitations: stale knowledge, delusion, limited domain competence, and inabi...

Pravin P, Rajesh Thonduru, Sai Reddy Mandala et al. · 0 citations
Conference Aug 2026

Pneumonia Detection with Dual-Backbone Feature Fusion using Deep Learning

Chest X-ray automated pneumonia detection is an important research field in medical image analysis. While DCNNs have been successful on benchmark datasets, many models fail to perform as well over different datasets when there is domain shift. To this end, this paper proposes a cross-dataset pneumonia classification me...

Ayyadurai M, Pravin P, Guru Shankar J et al. · 0 citations
Conference Jul 2026

Hybrid Quantum-Classical Intrusion Detection Framework for Intelligent Cyber Threat Detection

The number of digital communications and cloud infrastructure is rising rapidly, cyber attacks have become much more advanced and frequent. Conventional approaches for intrusion detection cannot detect the evolving threats due to highly dimensional traffic patterns and complex attacker behavior. To tackle these issues,...

Pravin P, Kuldeep Chowdary Raavi, Meher Deepika Uppaluri et al. · 0 citations

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