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Author

S. Pradhan

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Open access Sep 2026

IoT-enabled smart home activity classification using BiLSTM and attention mechanisms

IoT-enabled smart homes require accurate activity classification to enhance safety, healthcare monitoring, and energy efficiency through continuous sensing and intelligent interpretation of human behavior. Common approaches employ wearable or ambient sensors, signal preprocessing, feature extraction, and deep learning...

S. Pradhan, S. Gangashetty · 0 citations
Conference Jul 2026

An IoT-based Water Quality Monitoring System using a Hybrid 1D-CNN–BiLSTM Model with Attention Mechanism

Water quality monitoring is very important in ensuring public safety and sustainability of aquatic ecosystems. However, traditional approaches used in monitoring water quality are not suitable for monitoring purposes due to lack of capability of continuously assessing water quality and rapidly detecting pollution. To s...

R. Vishalakshi, Amit Sharma, Gopaluni Yogindra Siva Sai Karthik et al. · 0 citations

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