Ram Babu Roy
Orcid: 0000-0003-0146-9145
According to our database1,
Ram Babu Roy
authored at least 21 papers
between 2011 and 2025.
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Bibliography
2025
IEEE Consumer Electron. Mag., March, 2025
Eyes on You: TinyML-Powered On-Device Face Tracking for Low-Cost, Low-Power, Secure MCU Environments.
Proceedings of the 17th International Conference on COMmunication Systems and NETworks, 2025
GenCPruneX: Adaptive Channel-wise Pruning for Efficient TinyML Deployment with Genetic Multi-Objective Optimization.
Proceedings of the 17th International Conference on COMmunication Systems and NETworks, 2025
Efficiency Redefined: Impact of Reducing Data Acquisition Rate for Optimized TinyML in Resource-Constrained IoT Devices.
Proceedings of the 17th International Conference on COMmunication Systems and NETworks, 2025
2024
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers.
CoRR, 2024
Towards Sustainable Personalized On-Device Human Activity Recognition with TinyML and Cloud-Enabled Auto Deployment.
CoRR, 2024
TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification.
CoRR, 2024
TinyML-Powered Gesture Wizardry: Low-Cost, Low-Power Two-Stage CNN for Static Hand Gesture Classification on MCU in Appliance Control.
Proceedings of the 4th International Conference on AI-ML Systems, 2024
2023
Proceedings of the 24th International Conference on Distributed Computing and Networking, 2023
From Wrist to World: Harnessing Wearable IMU Sensors and TinyML to Enable Smart Environment Interactions.
Proceedings of the Third International Conference on AI-ML Systems, 2023
TinyML-Driven On-Device Personalized Human Activity Recognition and Auto-Deployment to Smart Bands.
Proceedings of the Third International Conference on AI-ML Systems, 2023
2022
Real-time prediction of smoking activity using machine learning based multi-class classification model.
Multim. Tools Appl., 2022
2021
J. Ambient Intell. Humaniz. Comput., 2021
2019
Prediction of Clinical Events in Hemodialysis Patients Using an Artificial Neural Network.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
2018
Artificial-Intelligence-Based Prediction of Clinical Events among Hemodialysis Patients Using Non-Contact Sensor Data.
Sensors, 2018
A mobile app based smoking cessation assistance using automated detection of smoking activity.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018
2015
Integrating knowledge, attitude and practice in decision model for maternity care in emerging economy.
Proceedings of the 2015 IEEE Global Humanitarian Technology Conference, 2015
2013
A social network approach to change detection in the interdependence structure of global stock markets.
Soc. Netw. Anal. Min., 2013
Identifying Dominant Economic Sectors and Stock Markets: A Social Network Mining Approach.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013
2011
Identifying influential stock indices from global stock markets: A social network analysis approach.
Proceedings of the 2nd International Conference on Ambient Systems, 2011
A Social Network Approach to Examine the Role of Influential Stocks in Shaping Interdependence Structure in Global Stock Markets.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011