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ORCIDRam Babu Roy
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2020 – today
- 2024
[i3]Bidyut Saha, Riya Samanta
, Soumya K. Ghosh, Ram Babu Roy:
TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification. CoRR abs/2408.16535 (2024)- [i2]Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy:
Towards Sustainable Personalized On-Device Human Activity Recognition with TinyML and Cloud-Enabled Auto Deployment. CoRR abs/2409.00093 (2024) - [i1]Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Ram Babu Roy:
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers. CoRR abs/2409.10942 (2024) - 2023
- [c9]Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy:
TinyML-Driven On-Device Personalized Human Activity Recognition and Auto-Deployment to Smart Bands. AIMLSystems 2023: 3:1-3:9 - [c8]Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy:
From Wrist to World: Harnessing Wearable IMU Sensors and TinyML to Enable Smart Environment Interactions. AIMLSystems 2023: 47:1-47:3 - [c7]Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy:
BandX : An Intelligent IoT-band for Human Activity Recognition based on TinyML. ICDCN 2023: 284-285 - 2022
- [j4]Saurabh Singh Thakur, Pradeep Poddar, Ram Babu Roy:
Real-time prediction of smoking activity using machine learning based multi-class classification model. Multim. Tools Appl. 81(10): 14529-14551 (2022) - 2021
- [j3]Saurabh Singh Thakur, Ram Babu Roy:
Predicting mental health using smart-phone usage and sensor data. J. Ambient Intell. Humaniz. Comput. 12(10): 9145-9161 (2021)
2010 – 2019
- 2019
- [c6]Firdani Rianda Putra, Aldilas Achmad Nursetyo, Saurabh Singh Thakur, Ram Babu Roy, Shabbir Syed-Abdul, Shwetambara Malwade, Yu-Chuan (Jack) Li:
Prediction of Clinical Events in Hemodialysis Patients Using an Artificial Neural Network. MedInfo 2019: 1570-1571 - 2018
- [j2]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:
Artificial-Intelligence-Based Prediction of Clinical Events among Hemodialysis Patients Using Non-Contact Sensor Data. Sensors 18(9): 2833 (2018) - [c5]Saurabh Singh Thakur, Ram Babu Roy:
A mobile app based smoking cessation assistance using automated detection of smoking activity. COMAD/CODS 2018: 352-355 - 2015
- [c4]Amrita, Ram Babu Roy:
Integrating knowledge, attitude and practice in decision model for maternity care in emerging economy. GHTC 2015: 71-78 - 2013
- [j1]Ram Babu Roy, Uttam Kumar Sarkar:
A social network approach to change detection in the interdependence structure of global stock markets. Soc. Netw. Anal. Min. 3(3): 269-283 (2013) - [c3]Ram Babu Roy, Uttam Kumar Sarkar:
Identifying Dominant Economic Sectors and Stock Markets: A Social Network Mining Approach. PAKDD Workshops 2013: 59-70 - 2011
- [c2]Ram Babu Roy, Uttam Kumar Sarkar:
A Social Network Approach to Examine the Role of Influential Stocks in Shaping Interdependence Structure in Global Stock Markets. ASONAM 2011: 567-569 - [c1]Ram Babu Roy, Uttam Kumar Sarkar:
Identifying influential stock indices from global stock markets: A social network analysis approach. ANT/MobiWIS 2011: 442-449
Coauthor Index
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