Riya Samanta

According to our database, Riya Samanta authored at least 23 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Personalized Human Activity Recognition: Real-Time On-Device Training and Inference.

Bidyut Saha, Riya Samanta, Ram Babu Roy, Chinmay Chakraborty, Soumya K. Ghosh

IEEE Consumer Electron. Mag., March, 2025

Enhancing crowdsourcing through skill and willingness-aligned task assignment with workforce composition balance.

Riya Samanta, Soumya K. Ghosh, Sajal K. Das

Pervasive Mob. Comput., 2025

Eyes on You: TinyML-Powered On-Device Face Tracking for Low-Cost, Low-Power, Secure MCU Environments.

Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Ram Babu Roy

Proceedings of the 17th International Conference on COMmunication Systems and NETworks, 2025

A Low-Power Low-cost System for Disaster Locations Detection using ESP32 CAM and TinyML.

Riya Samanta, Bidyut Saha, Soumya K. Ghosh

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.

Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy

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.

Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy

Proceedings of the 17th International Conference on COMmunication Systems and NETworks, 2025

2024

Deciphering S100B Allosteric Signaling: The Role of a Peptide Target, TRTK-12, as an Ensemble Modulator.

Riya Samanta, Xinhao Zhuang, Kristen M. Varney, David J. Weber, Silvina Matysiak

J. Chem. Inf. Model., 2024

Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers.

Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Ram Babu Roy

CoRR, 2024

CTG-KrEW: Generating Synthetic Structured Contextually Correlated Content by Conditional Tabular GAN with K-Means Clustering and Efficient Word Embedding.

Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Sajal K. Das

CoRR, 2024

Towards Sustainable Personalized On-Device Human Activity Recognition with TinyML and Cloud-Enabled Auto Deployment.

Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy

CoRR, 2024

TinyTNAS: GPU-Free, Time-Bound, Hardware-Aware Neural Architecture Search for TinyML Time Series Classification.

Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy

CoRR, 2024

Empowering Volunteer Crowdsourcing Services: A Serverless-assisted, Skill and Willingness Aware Task Assignment Approach for Amicable Volunteer Involvement.

Riya Samanta, Biswajeet Sethi, Soumya K. Ghosh

CoRR, 2024

Sustainable Volunteer Engagement: Ensuring Potential Retention and Skill Diversity for Balanced Workforce Composition in Crowdsourcing Paradigm.

Riya Samanta, Soumya K. Ghosh

CoRR, 2024

LeafSense: A Portable, Low-Cost, Low-Power Plant Disease Diagnostic Device Using TinyML.

Riya Samanta, Bidyut Saha, Soumya Kanti Ghosh

Proceedings of the 4th International Conference on AI-ML Systems, 2024

TinyML-Powered Gesture Wizardry: Low-Cost, Low-Power Two-Stage CNN for Static Hand Gesture Classification on MCU in Appliance Control.

Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy

Proceedings of the 4th International Conference on AI-ML Systems, 2024

2023

Scalable Skill-oriented Task Allocation in Crowdsourcing within a Serverless Ecosystem.

Biswajeet Sethi, Riya Samanta, Soumya K. Ghosh, Sajal K. Das

Proceedings of the 24th International Conference on Distributed Computing and Networking, 2023

BandX : An Intelligent IoT-band for Human Activity Recognition based on TinyML.

Bidyut Saha, Riya Samanta, Soumya K. Ghosh, Ram Babu Roy

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.

Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy

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.

Bidyut Saha, Riya Samanta, Soumya Kanti Ghosh, Ram Babu Roy

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

FogiRecruiter: A fog-enabled selection mechanism of crowdsourcing for disaster management.

Riya Samanta, Soumya K. Ghosh

Concurr. Comput. Pract. Exp., 2022

Volunteer Selection in Collaborative Crowdsourcing with Adaptive Common Working Time Slots.

Riya Samanta, Vaibhav Saxena, Soumya K. Ghosh, Sajal K. Das

Proceedings of the IEEE Global Communications Conference, 2022

2021

SWill-TAC: Skill-oriented Dynamic Task Allocation with Willingness for Complex Job in Crowdsourcing.

Riya Samanta, Soumya K. Ghosh, Sajal K. Das

Proceedings of the IEEE Global Communications Conference, 2021

2018

Node localization for indoor tracking using artificial neural network.

Riya Samanta, Chandni Kumari, Novarun Deb, Sagar Bose, Agostino Cortesi, Nabendu Chaki

Proceedings of the Third International Conference on Fog and Mobile Edge Computing, 2018