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Riya Samanta
Riya Samanta
Assistant Professor, Techno India University | Former PDF, IIT Jodhpur, India | PhD, IIT Kharagpur
Verified email at technoindiaeducation.com - Homepage
Title
Cited by
Cited by
Year
BandX: An Intelligent IoT-band for Human Activity Recognition based on TinyML
B Saha, R Samanta, S Ghosh, RB Roy
Proceedings of the 24th International Conference on Distributed Computing …, 2023
232023
Personalized human activity recognition: Real-time on-device training and inference
B Saha, R Samanta, RB Roy, C Chakraborty, SK Ghosh
IEEE Consumer Electronics Magazine 14 (2), 84-89, 2024
222024
Swill-tac: skill-oriented dynamic task allocation with willingness for complex job in crowdsourcing
R Samanta, SK Ghosh, SK Das
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
152021
From Wrist to World: Harnessing Wearable IMU Sensors and TinyML to Enable Smart Environment Interactions
B Saha, R Samanta, SK Ghosh, RB Roy
Proceedings of the Third International Conference on AI-ML Systems, 1-3, 2023
122023
TinyML-On-The-Fly: Real-Time Low-Power and Low-Cost MCU-Embedded On-Device Computer Vision for Aerial Image Classification
R Samanta, B Saha, SK Ghosh
2024 IEEE Space, Aerospace and Defence Conference (SPACE), 194-198, 2024
102024
TinyML-Driven On-Device Personalized Human Activity Recognition and Auto-Deployment to Smart Bands
B Saha, R Samanta, SK Ghosh, RB Roy
Proceedings of the Third International Conference on AI-ML Systems, 1-9, 2023
102023
TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification
B Saha, R Samanta, SK Ghosh, RB Roy
arXiv preprint arXiv:2408.16535, 2024
92024
Node localization for indoor tracking using artificial neural network
R Samanta, C Kumari, N Deb, S Bose, A Cortesi, N Chaki
2018 Third International Conference on Fog and Mobile Edge Computing (FMEC …, 2018
82018
Scalable Skill-oriented Task Allocation in Crowdsourcing within a Serverless Ecosystem
B Sethi, R Samanta, SK Ghosh, SK Das
Proceedings of the 24th International Conference on Distributed Computing …, 2023
62023
Volunteer Selection in Collaborative Crowdsourcing with Adaptive Common Working Time Slots
R Samanta, V Saxena, SK Ghosh, SK Das
GLOBECOM 2022-2022 IEEE Global Communications Conference, 4643-4648, 2022
62022
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers
R Samanta, B Saha, SK Ghosh, RB Roy
arXiv preprint arXiv:2409.10942, 2024
42024
Sustainable Volunteer Engagement: Ensuring Potential Retention and Skill Diversity for Balanced Workforce Composition in Crowdsourcing Paradigm
R Samanta, SK Ghosh
arXiv preprint arXiv:2408.11498, 2024
42024
SoSTA: Skill-Oriented Stable Task Assignment With Bidirectional Preferences in Crowdsourcing
R Samanta, SK Ghosh, SK Das
IEEE Transactions on Emerging Topics in Computing, 2025
32025
Enhancing crowdsourcing through skill and willingness-aligned task assignment with workforce composition balance
R Samanta, SK Ghosh, SK Das
Pervasive and Mobile Computing, 102012, 2025
32025
A Low-Power Low-cost System for Disaster Locations Detection using ESP32 CAM and TinyML
R Samanta, B Saha, SK Ghosh
2025 17th International Conference on COMmunication Systems and NETworks …, 2025
32025
Empowering Volunteer Crowdsourcing Services: A Serverless-assisted, Skill and Willingness Aware Task Assignment Approach for Amicable Volunteer Involvement
R Samanta, B Sethi, SK Ghosh
arXiv preprint arXiv:2408.11510, 2024
22024
FogiRecruiter: A fog‐enabled selection mechanism of crowdsourcing for disaster management
R Samanta, SK Ghosh
Concurrency and Computation: Practice and Experience, e7207, 2022
22022
TinyTNAS: Time-Bound, GPU-Independent Hardware-Aware Neural Architecture Search for TinyML Time Series Classification
B Saha, R Samanta, RB Roy, SK Ghosh
IEEE Embedded Systems Letters, 2025
12025
TinyML-Powered Gesture Wizardry: Low-Cost, Low-Power Two-Stage CNN for Static Hand Gesture Classification on MCU in Appliance Control
B Saha, R Samanta, SK Ghosh, RB Roy
Proceedings of the 4th International Conference on AI-ML Systems, 1-9, 2024
12024
LeafSense: A Portable, Low-Cost, Low-Power Plant Disease Diagnostic Device Using TinyML
R Samanta, B Saha, SK Ghosh
Proceedings of the 4th International Conference on AI-ML Systems, 1-3, 2024
12024
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Articles 1–20