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Author

S. Kowsalya

3 papers indexed here

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Conference Open access 2026

PFP-ATNN-QPSO: A Quantum-Optimized Transformer Framework for Harmless Pediatric Food Classification

The nutritional safety of children is being jeopardised by the fast expansion of packaged foods that contain complex ingredient formulations. It is difficult to determine the safety of these diets for newborn infants due to concerns with infrastructure and a lack of transparency. Preventing health concerns requires the...

M. Prasannakumar, B. Rajalingam, R. Shamini et al. · 0 citations
Conference Open access 2026

Enhanced Air Quality Index Forecasting through Genetic Algorithm-Based Kernel Extreme Learning Machine

The proposed GA-KELM forecasting model is investigated through experiments using long-term data sets recorded by monitoring air pollution of a metropolitan city in China and exhibits higher prediction accuracy, smaller forecasting error, and better robustness compared to the existing models.

M. Prince, B. Rajalingam, D. Soundaravalli et al. · 0 citations
Conference Open access 2026

Explainable Multimodal AI Systems: A Framework for Transparent, Trustworthy, and Responsible Intelligence

Multimodal AI (XMAI) systems incorporate various data modalities, including text, speech, images, sensor data, and structured data, to facilitate more informed human decision-making. Multimodal fusion significantly enhances predictive accuracy; however, it concurrently increases system complexity, thereby rendering int...

B. Rajalingam, D. Soundaravalli, S. Kowsalya et al. · 0 citations

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