Nirmalya Roy

Orcid: 0000-0002-0584-3635

According to our database1, Nirmalya Roy authored at least 154 papers between 2004 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
Is Edge Computing Always Suitable for Image Analysis? An Experimental Analysis.
Proceedings of the 25th IEEE International Symposium on a World of Wireless, 2025

2024
EnCoMP: Enhanced Covert Maneuver Planning using Offline Reinforcement Learning.
CoRR, 2024

TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments.
CoRR, 2024

Contactless Physiological Health Sensing: Challenges, Solutions & Opportunities.
Proceedings of the IEEE International Conference on Smart Computing, 2024

AcouDL: Context-Aware Daily Activity Recognition from Natural Acoustic Signals.
Proceedings of the IEEE International Conference on Smart Computing, 2024

ARSFineTune: On-the-Fly Tuning of Vision Models for Unmanned Ground Vehicles.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024

2023
Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective.
WIREs Data. Mining. Knowl. Discov., September, 2023

Millimeter-wave Object Recognition Dataset (MORD).
Dataset, May, 2023

Enhancing Robotic Navigation: An Evaluation of Single and Multi-Objective Reinforcement Learning Strategies.
CoRR, 2023

Novel Categories Discovery from probability matrix perspective.
CoRR, 2023

HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems.
CoRR, 2023

Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey.
CoRR, 2023

Advances in Cybercrime Prediction: A Survey of Machine, Deep, Transfer, and Adaptive Learning Techniques.
CoRR, 2023

Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions.
IEEE Access, 2023

SrPPG: Semi-Supervised Adversarial Learning for Remote Photoplethysmography with Noisy Data.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

HeteroSys: Heterogeneous and Collaborative Sensing in the Wild.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

A Systematic Study on Object Recognition Using Millimeter-wave Radar.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

An Online Continuous Semantic Segmentation Framework With Minimal Labeling Efforts.
Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

Towards IoT-assisted Non-Intrusive Monitoring of Thermal Variation on Building Envelope.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

CHARLIE: A Chatbot That Recommends Daily Fitness and Diet Plans.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

NEV-NCD: Negative Learning, Entropy, and Variance Regularization Based Novel Action Categories Discovery.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Novel ROS2 QoS Policy-Enabled Synchronizing Middleware for Co-Simulation of Heterogeneous Multi-Robot Systems.
Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Unsupervised Spatio-Temporal Anomalous Thermal Behavior Monitoring of Inside-Built Environments.
Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022
MPSC-rPPG Dataset.
Dataset, October, 2022

<i>STAR-Lite</i>: A light-weight scalable self-taught learning framework for older adults' activity recognition.
Pervasive Mob. Comput., 2022

DeCoach: Deep Learning-based Coaching for Badminton Player Assessment.
Pervasive Mob. Comput., 2022

A Reliable and Low Latency Synchronizing Middleware for Co-simulation of a Heterogeneous Multi-Robot Systems.
CoRR, 2022

Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning.
CoRR, 2022

Assessing the Feasibility of Exploiting Edge Computing for Real- Time Monitoring of Flash Floods.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

SpecTextor: End-to-End Attention-based Mechanism for Dense Text Generation in Sports Journalism.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

CoDEm: Conditional Domain Embeddings for Scalable Human Activity Recognition.
Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

CogAx: Early Assessment of Cognitive and Functional Impairment from Accelerometry.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

Environmental Sound Classification for Flood Event Detection.
Proceedings of the 18th International Conference on Intelligent Environments, 2022

PerMTL: A Multi-Task Learning Framework for Skilled Human Performance Assessment.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

Semi-supervised Multi-source Domain Adaptation in Wearable Activity Recognition.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

Cross-Domain Unseen Activity Recognition Using Transfer Learning.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Self-rPPG: Learning the Optical & Physiological Mechanics of Remote Photoplethysmography with Self-Supervision.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

Simulated Forest Environment and Robot Control Framework for Integration with Cover Detection Algorithms.
Proceedings of the IEEE/ACM International Conference on Big Data Computing, 2022

2021
Gunshot Recoil Dataset.
Dataset, October, 2021

Badminton Activity Recognition (BAR).
Dataset, July, 2021

Trending machine learning models in cyber-physical building environment: A survey.
WIREs Data Mining Knowl. Discov., 2021

Tracking and Behavior Augmented Activity Recognition for Multiple Inhabitants.
IEEE Trans. Mob. Comput., 2021

Temporal Clustering Based Thermal Condition Monitoring in Building.
Sustain. Comput. Informatics Syst., 2021

STAR: A Scalable Self-taught Learning Framework for Older Adults' Activity Recognition.
Proceedings of the IEEE International Conference on Smart Computing, 2021

ARIS: A Real Time Edge Computed Accident Risk Inference System.
Proceedings of the IEEE International Conference on Smart Computing, 2021

Hybrid Distance-Based Framework for Classification of Embedded Firearm Recoil Data.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Flood Detection using Semantic Segmentation and Multimodal Data Fusion.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

BuiltNet: Graph based Spatio-Temporal Indoor Thermal Variation Detection.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

A Scalable and Domain Adaptive Respiratory Symptoms Detection Framework using Earables.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning.
CoRR, 2020

Water Quality Assessment with Thermal Images.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Towards AI Conversing: FloodBot using Deep Learning Model Stacks.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Flood Detection Framework Fusing The Physical Sensing & Social Sensing.
Proceedings of the IEEE International Conference on Smart Computing, 2020

Keynote: A Cross-Domain Machine Learning Framework for Pervasive Sensing.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Cooking Event Detection from Temporal Thermal Condition of Residential Home.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

StanceScorer: A Data Driven Approach to Score Badminton Player.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Shoot Like Ronaldo: Predict Soccer Penalty Outcome with Wearables.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment.
Proceedings of the MobiQuitous '20: Computing, 2020

Vision Powered Conversational AI for Easy Human Dialogue Systems.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

LASO: Exploiting Locomotive and Acoustic Signatures over the Edge to Annotate IMU Data for Human Activity Recognition.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Analyzing The Emotions of Crowd For Improving The Emergency Response Services.
Pervasive Mob. Comput., 2019

Estimating Buildings' Parameters over Time Including Prior Knowledge.
CoRR, 2019

Detecting Common Insulation Problems in Built Environments using Thermal Images.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Developing Machine Learning Based Predictive Models for Smart Policing.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Identifying the Context of Hurricane Posts on Twitter using Wavelet Features.
Proceedings of the IEEE International Conference on Smart Computing, 2019

AugToAct: scaling complex human activity recognition with few labels.
Proceedings of the MobiQuitous 2019, 2019

Active Deep Learning for Activity Recognition with Context Aware Annotator Selection.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Introduction to the Minitrack on Multi-criteria Decision Analysis and Support Systems.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

A Bayesian Data Analytics Approach to Buildings' Thermal Parameter Estimation.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

2018
Recent trends in machine learning for human activity recognition - A survey.
WIREs Data Mining Knowl. Discov., 2018

An Active Sleep Monitoring Framework Using Wearables.
ACM Trans. Interact. Intell. Syst., 2018

HappyFeet: Challenges in Building an Automated Dance Recognition and Assessment Tool.
GetMobile Mob. Comput. Commun., 2018

Wearable Sensor-Based Location-Specific Occupancy Detection in Smart Environments.
Mob. Inf. Syst., 2018

DeActive: Scaling Activity Recognition with Active Deep Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

HappyFeet: Recognizing and Assessing Dance on the Floor.
Proceedings of the 19th International Workshop on Mobile Computing Systems & Applications, 2018

Analyzing the Sentiment of Crowd for Improving the Emergency Response Services.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

A Flash Flood Categorization System Using Scene-Text Recognition.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Evaluating Disaster Time-Line from Social Media with Wavelet Analysis.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Firearm Detection Using Wrist Worn Tri-Axis Accelerometer Signals.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018

UnTran: Recognizing Unseen Activities with Unlabeled Data Using Transfer Learning.
Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

Non-Intrusive Air Leakage Detection in Residential Homes.
Proceedings of the 19th International Conference on Distributed Computing and Networking, 2018

2017
Active learning enabled activity recognition.
Pervasive Mob. Comput., 2017

A smart segmentation technique towards improved infrequent non-speech gestural activity recognition model.
Pervasive Mob. Comput., 2017

Analyzing Social Media Texts and Images to Assess the Impact of Flash Floods in Cities.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017

Longitudinal energy waste detection with visualization.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

Smartphone-based mobile gunshot detection.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

SenseBox: A low-cost smart home system.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Keynote: Wearable and IoT for cognitive health assessment: Significance and challenges.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

TransAct: Transfer learning enabled activity recognition.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

SoccerMate: A personal soccer attribute profiler using wearables.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Single BSN-based multi-label activity recognition.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Unseen Activity Recognitions: A Hierarchical Active Transfer Learning Approach.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

COAR: Collaborative and Opportunistic Human Activity Recognition.
Proceedings of the 13th International Conference on Distributed Computing in Sensor Systems, 2017

Infrequent Non-speech Gestural Activity Recognition Using Smart Jewelry: Challenges and Opportunities for Large-Scale Adaptation.
Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016
Determining Quality- and Energy-Aware Multiple Contexts in Pervasive Computing Environments.
IEEE/ACM Trans. Netw., 2016

Fine-grained appliance usage and energy monitoring through mobile and power-line sensing.
Pervasive Mob. Comput., 2016

Special Issue-Big Data for Healthcare.
Pervasive Mob. Comput., 2016

Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments.
J. Ambient Intell. Humaniz. Comput., 2016

Smart-energy group anomaly based behavioral abnormality detection.
Proceedings of the 2016 IEEE Wireless Health, 2016

RAM: Radar-based activity monitor.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

CACE: Exploiting Behavioral Interactions for Improved Activity Recognition in Multi-inhabitant Smart Homes.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Automated Functional and Behavioral Health Assessment of Older Adults with Dementia.
Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

2015
Analytical surface potential modeling and simulation of junction-less double gate (JLDG) MOSFET for ultra low-power analog/RF circuits.
Microelectron. J., 2015

Infrastructure-less Occupancy Detection and Semantic Localization in Smart Environments.
EAI Endorsed Trans. Context aware Syst. Appl., 2015

Green building energy analytics: Challenges and opportunities.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Acoustic based appliance state identifications for fine-grained energy analytics.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Demo abstract: A microphone sensor based system for green building applications.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Mobeacon: An iBeacon-Assisted Smartphone-Based Real Time Activity Recognition Framework.
EAI Endorsed Trans. Ubiquitous Environ., 2015

AARPA: Combining Mobile and Power-Line Sensing for Fine-Grained Appliance Usage and Energy Monitoring.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

SensePresence: Infrastructure-Less Occupancy Detection for Opportunistic Sensing Applications.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Sleep Well: A Sound Sleep Monitoring Framework for Community Scaling.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Iterative signal separation assisted energy disaggregation.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

2014
Special issue on data mining in pervasive environments.
Pervasive Mob. Comput., 2014

GeSmart: A gestural activity recognition model for predicting behavioral health.
Proceedings of the International Conference on Smart Computing, 2014

Monitoring Patient Recovery Using Wireless Physiotherapy Devices.
Proceedings of the Smart Homes and Health Telematics - 12th International Conference, 2014

Immersive Physiotherapy: Challenges for Smart Living Environments and Inclusive Communities.
Proceedings of the Smart Homes and Health Telematics - 12th International Conference, 2014

2013
Performance of the Latest Generation Powerline Networking for Green Building Applications.
Proceedings of the BuildSys 2013, 2013

Infrastructure-assisted smartphone-based ADL recognition in multi-inhabitant smart environments.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

2012
Resource-Optimized Quality-Assured Ambiguous Context Mediation Framework in Pervasive Environments.
IEEE Trans. Mob. Comput., 2012

Auction-based task allocation with trust management for shared sensor networks.
Secur. Commun. Networks, 2012

2011
An energy-efficient quality adaptive framework for multi-modal sensor context recognition.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Combinatorial Auction-Based Task Allocation in Multi-application Wireless Sensor Networks.
Proceedings of the IEEE/IFIP 9th International Conference on Embedded and Ubiquitous Computing, 2011

Passive Network-Awareness for Dynamic Resource-Constrained Networks.
Proceedings of the Distributed Applications and Interoperable Systems, 2011

2010
Supporting pervasive computing applications with active context fusion and semantic context delivery.
Pervasive Mob. Comput., 2010

Supporting multi-fidelity-aware concurrent applications in dynamic sensor networks.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Modeling Delivery Delay for Flooding in Mobile Ad Hoc Networks.
Proceedings of IEEE International Conference on Communications, 2010

Usability of Semantic Web for Enhancing Digital Living Experience.
Proceedings of the 7th IEEE Consumer Communications and Networking Conference, 2010

2009
Enhancing Availability of Grid Computational Services to Ubiquitous Computing Applications.
IEEE Trans. Parallel Distributed Syst., 2009

Resource-Optimized Quality-Assured Ambiguous Context Mediation in Pervasive Environments.
Proceedings of the Quality of Service in Heterogeneous Networks, 2009

Quality-of-Inference Aware Context Determination.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

Resolving and mediating ambiguous contexts for pervasive care environments.
Proceedings of the 6th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2009

A Prototype for Resource Optimized Context Determination in Pervasive Care Environments.
Proceedings of the Mobile Computing, Applications, and Services, 2009

2008
An ontology-driven ambiguous contexts mediation framework for smart healthcare applications.
Proceedings of the 1st ACM International Conference on Pervasive Technologies Related to Assistive Environments, 2008

Learning, Prediction and Mediation of Context Uncertainty in Smart Pervasive Environments.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

2007
A Middleware Framework for Ambiguous Context Mediation in Smart Healthcare Application.
Proceedings of the Third IEEE International Conference on Wireless and Mobile Computing, 2007

A Case Study-based Performance Evaluation Framework for CSCF Processes on a Blade-Server.
Proceedings of the Third International Conference on Networking and Services (ICNS 2007), 2007

Mobility-Aware Efficient Job Scheduling in Mobile Grids.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
Context-aware resource management in multi-inhabitant smart homes: A framework based on Nash H.
Pervasive Mob. Comput., 2006

Context-Aware Resource Management in Multi-Inhabitant Smart Homes: A Nash H-Learning based Approach.
Proceedings of the 4th IEEE International Conference on Pervasive Computing and Communications (PerCom 2006), 2006

2005
A pricing strategy for job allocation in mobile grids using a non-cooperative bargaining theory framework.
J. Parallel Distributed Comput., 2005

A Cooperative Learning Framework for Mobility-Aware Resource Management in Multi-Inhabitant Smart Homes.
Proceedings of the 2nd Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2005), 2005

Enhancing Availability of Grid Computational Services to Ubiquitous Computing Applications.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

2004
A Game Theory Based Pricing Strategy for Job Allocation in Mobile Grids.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Design of PON Using VQ-Based Fiber Optimization.
Proceedings of the Telecommunications and Networking, 2004


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