Ram Babu Roy

22 papers B 1Misc 4Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
TinyTNAS: Time-Bound, GPU-Independent Hardware-Aware Neural Architecture Search for TinyML Time-Series Classification.
IEEE Embed. Syst. Lett.
Bidyut Saha, Riya Samanta, Ram Babu Roy, Soumya K. Ghosh
2025 Misc conf
Efficiency Redefined: Impact of Reducing Data Acquisition Rate for Optimized TinyML in Resource-Constrained IoT Devices.
COMSNETS
Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy
2025 Misc conf
Eyes on You: TinyML-Powered On-Device Face Tracking for Low-Cost, Low-Power, Secure MCU Environments.
COMSNETS
Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Ram Babu Roy
2025 Misc conf
GenCPruneX: Adaptive Channel-wise Pruning for Efficient TinyML Deployment with Genetic Multi-Objective Optimization.
COMSNETS
Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy
2025 J jnl
Personalized Human Activity Recognition: Real-Time On-Device Training and Inference.
IEEE Consumer Electron. Mag.
Bidyut Saha, Riya Samanta, Ram Babu Roy, Chinmay Chakraborty, Soumya K. Ghosh
2024 J jnl
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers.
CoRR
Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Ram Babu Roy
2024 — conf
TinyML-Powered Gesture Wizardry: Low-Cost, Low-Power Two-Stage CNN for Static Hand Gesture Classification on MCU in Appliance Control.
AIMLSystems
Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy
2024 J jnl
TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification.
CoRR
Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy
2024 J jnl
Towards Sustainable Personalized On-Device Human Activity Recognition with TinyML and Cloud-Enabled Auto Deployment.
CoRR
Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy
2023 Misc conf
BandX : An Intelligent IoT-band for Human Activity Recognition based on TinyML.
ICDCN
Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy
2023 — conf
From Wrist to World: Harnessing Wearable IMU Sensors and TinyML to Enable Smart Environment Interactions.
AIMLSystems
Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy
2023 — conf
TinyML-Driven On-Device Personalized Human Activity Recognition and Auto-Deployment to Smart Bands.
AIMLSystems
Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy
2022 J jnl
Real-time prediction of smoking activity using machine learning based multi-class classification model.
Multim. Tools Appl.
Saurabh Singh Thakur, Pradeep Poddar, Ram Babu Roy
2021 J jnl
Predicting mental health using smart-phone usage and sensor data.
J. Ambient Intell. Humaniz. Comput.
Saurabh Singh Thakur, Ram Babu Roy
2019 — conf
Prediction of Clinical Events in Hemodialysis Patients Using an Artificial Neural Network.
MedInfo
Firdani Rianda Putra, Aldilas Achmad Nursetyo, Saurabh Singh Thakur, Ram Babu Roy, Shabbir Syed-Abdul, Shwetambara Malwade, Yu-Chuan (Jack) Li
2018 — conf
A mobile app based smoking cessation assistance using automated detection of smoking activity.
COMAD/CODS
Saurabh Singh Thakur, Ram Babu Roy
2018 J jnl
Artificial-Intelligence-Based Prediction of Clinical Events among Hemodialysis Patients Using Non-Contact Sensor Data.
Sensors
Saurabh Singh Thakur, Syed Abdul Shabbir, Hsiao-Yean (Shannon) Chiu, Ram Babu Roy, Po-Yu Huang, Shwetambara Malwade, Aldilas Achmad Nursetyo, Yu-Chuan (Jack) Li
2015 — conf
Integrating knowledge, attitude and practice in decision model for maternity care in emerging economy.
GHTC
Amrita, Ram Babu Roy
2013 J jnl
A social network approach to change detection in the interdependence structure of global stock markets.
Soc. Netw. Anal. Min.
Ram Babu Roy, Uttam Kumar Sarkar
2013 — conf
Identifying Dominant Economic Sectors and Stock Markets: A Social Network Mining Approach.
PAKDD Workshops
Ram Babu Roy, Uttam Kumar Sarkar
2011 B conf
A Social Network Approach to Examine the Role of Influential Stocks in Shaping Interdependence Structure in Global Stock Markets.
ASONAM
Ram Babu Roy, Uttam Kumar Sarkar
2011 — conf
Identifying influential stock indices from global stock markets: A social network analysis approach.
ANT/MobiWIS
Ram Babu Roy, Uttam Kumar Sarkar