Riya Samanta - RankMe

30 papers B 2Misc 6Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Affordable Precision Agriculture: A Deployment-Oriented Review of Low-Cost, Low-Power Edge AI and TinyML for Resource-Constrained Farming Systems. CoRR Riya Samanta, Bidyut Saha
2026	J	`jnl`	Rethinking Temporal Models for TinyML: LSTM versus 1D-CNN in Resource-Constrained Devices. CoRR Bidyut Saha, Riya Samanta
2026	J	`jnl`	Synergizing a Decentralized Framework with LLM-Assisted Skill and Willingness-Aware Task Assignment for Volunteer Crowdsourcing. CoRR Riya Samanta, Rituparna Bhattyacharya
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`	A Low-Power Low-cost System for Disaster Locations Detection using ESP32 CAM and TinyML. COMSNETS Riya Samanta, Bidyut Saha, Soumya K. Ghosh
2025	J	`jnl`	Decoding Allostery: How Interactions Lock S100B Conformations and What K55A Mutation Teaches Us. J. Chem. Inf. Model. Riya Samanta, Xinhao Zhuang, Manuel Gondolesi, Kristen M. Varney, David J. Weber, Silvina Matysiak
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	J	`jnl`	Enhancing crowdsourcing through skill and willingness-aligned task assignment with workforce composition balance. Pervasive Mob. Comput. Riya Samanta, Soumya K. Ghosh, Sajal K. Das
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
2025	J	`jnl`	SoSTA: Skill-Oriented Stable Task Assignment With Bidirectional Preferences in Crowdsourcing. IEEE Trans. Emerg. Top. Comput. Riya Samanta, Soumya K. Ghosh, Sajal K. Das
2025	J	`jnl`	Structurally Valid Log Generation using FSM-GFlowNets. CoRR Riya Samanta
2024	J	`jnl`	CTG-KrEW: Generating Synthetic Structured Contextually Correlated Content by Conditional Tabular GAN with K-Means Clustering and Efficient Word Embedding. CoRR Riya Samanta, Bidyut Saha, Soumya K. Ghosh, Sajal K. Das
2024	J	`jnl`	Deciphering S100B Allosteric Signaling: The Role of a Peptide Target, TRTK-12, as an Ensemble Modulator. J. Chem. Inf. Model. Riya Samanta, Xinhao Zhuang, Kristen M. Varney, David J. Weber, Silvina Matysiak
2024	J	`jnl`	Empowering Volunteer Crowdsourcing Services: A Serverless-assisted, Skill and Willingness Aware Task Assignment Approach for Amicable Volunteer Involvement. CoRR Riya Samanta, Biswajeet Sethi, Soumya K. Ghosh
2024	—	`conf`	LeafSense: A Portable, Low-Cost, Low-Power Plant Disease Diagnostic Device Using TinyML. AIMLSystems Riya Samanta, Bidyut Saha, Soumya Kanti 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	J	`jnl`	Sustainable Volunteer Engagement: Ensuring Potential Retention and Skill Diversity for Balanced Workforce Composition in Crowdsourcing Paradigm. CoRR Riya Samanta, Soumya K. Ghosh
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	Misc	`conf`	Scalable Skill-oriented Task Allocation in Crowdsourcing within a Serverless Ecosystem. ICDCN Biswajeet Sethi, Riya Samanta, Soumya K. Ghosh, Sajal K. Das
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`	FogiRecruiter: A fog-enabled selection mechanism of crowdsourcing for disaster management. Concurr. Comput. Pract. Exp. Riya Samanta, Soumya K. Ghosh
2022	B	`conf`	Volunteer Selection in Collaborative Crowdsourcing with Adaptive Common Working Time Slots. GLOBECOM Riya Samanta, Vaibhav Saxena, Soumya K. Ghosh, Sajal K. Das
2021	B	`conf`	SWill-TAC: Skill-oriented Dynamic Task Allocation with Willingness for Complex Job in Crowdsourcing. GLOBECOM Riya Samanta, Soumya K. Ghosh, Sajal K. Das
2018	—	`conf`	Node localization for indoor tracking using artificial neural network. FMEC Riya Samanta, Chandni Kumari, Novarun Deb, Sagar Bose, Agostino Cortesi, Nabendu Chaki