Nirmalya Roy

ORCID

Publication Activity (10 Years)

Years Active: 2004-2025
Publications (10 Years): 116

Top Venues

SMARTCOMP

CoRR

PerCom Workshops

Pervasive Mob. Comput.

Publications

Francesca Righetti, Carlo Vallati, Nirmalya Roy, Giuseppe Anastasi
Is Edge Computing Always Suitable for Image Analysis? An Experimental Analysis. WoWMoM (2025)
Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy, Jade Freeman, Timothy Gregory, Theron T. Trout
TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments. CoRR (2024)
Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy
EnCoMP: Enhanced Covert Maneuver Planning using Offline Reinforcement Learning. CoRR (2024)
Masud Ahmed, Zahid Hasan, Abu Zaher Md Faridee, Mohammad Saeid Anwar, Kasthuri Jayarajah, Sanjay Purushotham, Suya You, Nirmalya Roy
ARSFineTune: On-the-Fly Tuning of Vision Models for Unmanned Ground Vehicles. DCOSS-IoT (2024)
Nirmalya Roy, Zahid Hasan
Contactless Physiological Health Sensing: Challenges, Solutions & Opportunities. SMARTCOMP (2024)
Avijoy Chakma, Anirban Das, Abu Zaher Md Faridee, Suchetana Chakraborty, Sandip Chakraborty, Nirmalya Roy
AcouDL: Context-Aware Daily Activity Recognition from Natural Acoustic Signals. SMARTCOMP (2024)
Varun Mandalapu, Lavanya Elluri, Piyush Vyas, Nirmalya Roy
Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions. IEEE Access 11 (2023)
Zahid Hasan, Masud Ahmed, Abu Zaher Md Faridee, Sanjay Purushotham, Heesung Kwon, Hyungtae Lee, Nirmalya Roy
NEV-NCD: Negative Learning, Entropy, and Variance regularization based novel action categories discovery. CoRR (2023)
Maloy Kumar Devnath, Avijoy Chakma, Mohammad Saeid Anwar, Emon Dey, Zahid Hasan, Marc Conn, Biplab Pal, Nirmalya Roy
A Systematic Study on Object Recognition Using Millimeter-wave Radar. CoRR (2023)
Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy
Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective. WIREs Data. Mining. Knowl. Discov. 13 (5) (2023)
Zahid Hasan, Abu Zaher Md Faridee, Masud Ahmed, Sanjay Purushotham, Heesung Kwon, Hyungtae Lee, Nirmalya Roy
Novel Categories Discovery from probability matrix perspective. CoRR (2023)
Varun Mandalapu, Lavanya Elluri, Piyush Vyas, Nirmalya Roy
Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions. CoRR (2023)
Zahid Hasan, Abu Zaher Md Faridee, Masud Ahmed, Shibi Ayyanar, Nirmalya Roy
SrPPG: Semi-Supervised Adversarial Learning for Remote Photoplethysmography with Noisy Data. SMARTCOMP (2023)
Mohammad Saeid Anwar, Emon Dey, Maloy Kumar Devnath, Indrajeet Ghosh, Naima Khan, Jade Freeman, Timothy Gregory, Niranjan Suri, Kasthuri Jayaraja, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems. CoRR (2023)
Avijoy Chakma, Abu Zaher Md Faridee, Indrajeet Ghosh, Nirmalya Roy
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey. CoRR (2023)
Masud Ahmed, Zahid Hasan, Tim Yingling, Eric O'Leary, Sanjay Purushotham, Suya You, Nirmalya Roy
An Online Continuous Semantic Segmentation Framework With Minimal Labeling Efforts. SMARTCOMP (2023)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks. CVPR Workshops (2023)
Lavanya Elluri, Varun Mandalapu, Piyush Vyas, Nirmalya Roy
Advances in Cybercrime Prediction: A Survey of Machine, Deep, Transfer, and Adaptive Learning Techniques. CoRR (2023)
Deepanjali Chowdhury, Ahana Roy, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
CHARLIE: A Chatbot That Recommends Daily Fitness and Diet Plans. PerCom Workshops (2023)
Zahid Hasan, Masud Ahmed, Abu Zaher Md Faridee, Sanjay Purushotham, Heesung Kwon, Hyungtae Lee, Nirmalya Roy
NEV-NCD: Negative Learning, Entropy, and Variance Regularization Based Novel Action Categories Discovery. ICIP (2023)
Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy, Anjan Basak, Derrik E. Asher
CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning. CoRR (2023)
Emon Dey, Mikolaj Walczak, Mohammad Saeid Anwar, Nirmalya Roy, Jade Freeman, Timothy Gregory, Niranjan Suri, Carl E. Busart
A Novel ROS2 QoS Policy-Enabled Synchronizing Middleware for Co-Simulation of Heterogeneous Multi-Robot Systems. ICCCN (2023)
Maloy Kumar Devnath, Avijoy Chakma, Mohammad Saeid Anwar, Emon Dey, Zahid Hasan, Marc Conn, Biplab Pal, Nirmalya Roy
A Systematic Study on Object Recognition Using Millimeter-wave Radar. SMARTCOMP (2023)
Indrajeet Ghosh, Adam Goldstein, Avijoy Chakma, Jade Freeman, Timothy Gregory, Niranjan Suri, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
HeteroSys: Heterogeneous and Collaborative Sensing in the Wild. SMARTCOMP (2023)
Naima Khan, Md Abdullah Al Hafiz Khan, Nirmalya Roy
Unsupervised Spatio-Temporal Anomalous Thermal Behavior Monitoring of Inside-Built Environments. DCOSS-IoT (2023)
Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy, Anjan Basak, Derrik E. Asher
CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning. ACSOS (2023)
Vicki Young, Jumman Hossain, Nirmalya Roy
Enhancing Robotic Navigation: An Evaluation of Single and Multi-Objective Reinforcement Learning Strategies. CoRR (2023)
Naima Khan, Nirmalya Roy
Towards IoT-assisted Non-Intrusive Monitoring of Thermal Variation on Building Envelope. PerCom Workshops (2023)
Avi Spector, Wanying Zhu, Jumman Hossain, Nirmalya Roy
Simulated Forest Environment and Robot Control Framework for Integration with Cover Detection Algorithms. BDCAT (2022)
Emon Dey, Mikolaj Walczak, Mohammad Saeid Anwar, Nirmalya Roy
A Reliable and Low Latency Synchronizing Middleware for Co-simulation of a Heterogeneous Multi-Robot Systems. CoRR (2022)
Francesca Righetti, Carlo Vallati, Andrea Klaus Tubak, Nirmalya Roy, Bipendra Basnyat, Giuseppe Anastasi
Assessing the Feasibility of Exploiting Edge Computing for Real- Time Monitoring of Flash Floods. SMARTCOMP (2022)
Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. DCOSS (2022)
Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. CoRR (2022)
Md Abdullah Al Hafiz Khan, Nirmalya Roy
Cross-Domain Unseen Activity Recognition Using Transfer Learning. COMPSAC (2022)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay, Adrienne Raglin
Environmental Sound Classification for Flood Event Detection. Intelligent Environments (2022)
Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
: A light-weight scalable self-taught learning framework for older adults' activity recognition. Pervasive Mob. Comput. 87 (2022)
Zahid Hasan, Abu Zaher Md Faridee, Masud Ahmed, Nirmalya Roy
Self-rPPG: Learning the Optical & Physiological Mechanics of Remote Photoplethysmography with Self-Supervision. CHASE (2022)
Indrajeet Ghosh, Avijoy Chakma, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Nicholas R. Waytowich
PerMTL: A Multi-Task Learning Framework for Skilled Human Performance Assessment. ICMLA (2022)
Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan, Nirmalya Roy, Archan Misra
CoDEm: Conditional Domain Embeddings for Scalable Human Activity Recognition. SMARTCOMP (2022)
Indrajeet Ghosh, Matthew Ivler, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
SpecTextor: End-to-End Attention-based Mechanism for Dense Text Generation in Sports Journalism. SMARTCOMP (2022)
Avijoy Chakma, Abu Zaher Md Faridee, Raghuveer Rao, Nirmalya Roy
Semi-supervised Multi-source Domain Adaptation in Wearable Activity Recognition. DCOSS (2022)
Emon Dey, Nirmalya Roy
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users. CoRR (2022)
Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy
DeCoach: Deep Learning-based Coaching for Badminton Player Assessment. Pervasive Mob. Comput. 83 (2022)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning. CoRR (2022)
Masud Ahmed, Naima Khan, Pretom Roy Ovi, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You
GADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone. DCOSS (2022)
Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. SMARTCOMP (2022)
Sreenivasan Ramasamy Ramamurthy, Soumyajit Chatterjee, Elizabeth Galik, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandip Chakraborty
CogAx: Early Assessment of Cognitive and Functional Impairment from Accelerometry. PerCom (2022)
Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. CoRR (2022)
Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra
RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. SMARTCOMP (2022)
Naima Khan, Masud Ahmed, Nirmalya Roy
Temporal Clustering Based Thermal Condition Monitoring in Building. Sustain. Comput. Informatics Syst. 29 (Part) (2021)
Mohammad Arif Ul Alam, Nirmalya Roy, Archan Misra
Tracking and Behavior Augmented Activity Recognition for Multiple Inhabitants. IEEE Trans. Mob. Comput. 20 (1) (2021)
Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
ARIS: A Real Time Edge Computed Accident Risk Inference System. SMARTCOMP (2021)
Nhan Nguyen, Avijoy Chakma, Nirmalya Roy
A Scalable and Domain Adaptive Respiratory Symptoms Detection Framework using Earables. IEEE BigData (2021)
Naima Khan, Nirmalya Roy
BuiltNet: Graph based Spatio-Temporal Indoor Thermal Variation Detection. ICMLA (2021)
Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
STAR: A Scalable Self-taught Learning Framework for Older Adults' Activity Recognition. SMARTCOMP (2021)
Zahid Hasan, Nirmalya Roy
Trending machine learning models in cyber-physical building environment: A survey. WIREs Data Mining Knowl. Discov. 11 (5) (2021)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
Flood Detection using Semantic Segmentation and Multimodal Data Fusion. PerCom Workshops (2021)
David Welsh, Abu Zaher Md Faridee, Nirmalya Roy
Hybrid Distance-Based Framework for Classification of Embedded Firearm Recoil Data. PerCom Workshops (2021)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
Towards AI Conversing: FloodBot using Deep Learning Model Stacks. SMARTCOMP (2020)
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning. CoRR (2020)
Avijoy Chakma, Abu Zaher Md Faridee, Nirmalya Roy, H. M. Sajjad Hossain
Shoot Like Ronaldo: Predict Soccer Penalty Outcome with Wearables. PerCom Workshops (2020)
Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
StanceScorer: A Data Driven Approach to Score Badminton Player. PerCom Workshops (2020)
Naima Khan, Nirmalya Roy
Cooking Event Detection from Temporal Thermal Condition of Residential Home. PerCom Workshops (2020)
Soumyajit Chatterjee, Avijoy Chakma, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandip Chakraborty
LASO: Exploiting Locomotive and Acoustic Signatures over the Edge to Annotate IMU Data for Human Activity Recognition. ICMI (2020)
Neha Singh, Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
Flood Detection Framework Fusing The Physical Sensing & Social Sensing. SMARTCOMP (2020)
Emon Dey, Nirmalya Roy
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users. BIBE (2020)
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. MobiQuitous (2020)
Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Vision Powered Conversational AI for Easy Human Dialogue Systems. MASS (2020)
Naima Khan, Nirmalya Roy
Water Quality Assessment with Thermal Images. SMARTCOMP (2020)
Nirmalya Roy
Keynote: A Cross-Domain Machine Learning Framework for Pervasive Sensing. PerCom Workshops (2020)
Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities. SMARTCOMP (2020)
Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. CoRR (2020)
Lavanya Elluri, Varun Mandalapu, Nirmalya Roy
Developing Machine Learning Based Predictive Models for Smart Policing. SMARTCOMP (2019)
Naima Khan, Nilavra Pathak, Nirmalya Roy
Detecting Common Insulation Problems in Built Environments using Thermal Images. SMARTCOMP (2019)
Amita Goyal Chin, Preetam Ghosh, Nirmalya Roy
Introduction to the Minitrack on Multi-criteria Decision Analysis and Support Systems. HICSS (2019)
H. M. Sajjad Hossain, Nirmalya Roy
Active Deep Learning for Activity Recognition with Context Aware Annotator Selection. KDD (2019)
Nilavra Pathak, James R. Foulds, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci
A Bayesian Data Analytics Approach to Buildings' Thermal Parameter Estimation. e-Energy (2019)
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Analyzing The Emotions of Crowd For Improving The Emergency Response Services. Pervasive Mob. Comput. 58 (2019)
Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy
Identifying the Context of Hurricane Posts on Twitter using Wavelet Features. SMARTCOMP (2019)
Nilavra Pathak, James R. Foulds, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci
Estimating Buildings' Parameters over Time Including Prior Knowledge. CoRR (2019)
Abu Zaher Md Faridee, Md Abdullah Al Hafiz Khan, Nilavra Pathak, Nirmalya Roy
AugToAct: scaling complex human activity recognition with few labels. MobiQuitous (2019)
H. M. Sajjad Hossain, Sreenivasan Ramasamy Ramamurthy, Md Abdullah Al Hafiz Khan, Nirmalya Roy
An Active Sleep Monitoring Framework Using Wearables. ACM Trans. Interact. Intell. Syst. 8 (3) (2018)
Nilavra Pathak, David Lachut, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci
Non-Intrusive Air Leakage Detection in Residential Homes. ICDCN (2018)
Abu Zaher Md Faridee, Sreenivasan Ramasamy Ramamurthy, H. M. Sajjad Hossain, Nirmalya Roy
HappyFeet: Recognizing and Assessing Dance on the Floor. HotMobile (2018)
Abu Zaher Md Faridee, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
HappyFeet: Challenges in Building an Automated Dance Recognition and Assessment Tool. GetMobile Mob. Comput. Commun. 22 (3) (2018)
H. M. Sajjad Hossain, M. D. Abdullah Al Haiz Khan, Nirmalya Roy
DeActive: Scaling Activity Recognition with Active Deep Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (2) (2018)
Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy
Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning. SMARTCOMP (2018)
Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
Recent trends in machine learning for human activity recognition - A survey. WIREs Data Mining Knowl. Discov. 8 (4) (2018)
Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy
Evaluating Disaster Time-Line from Social Media with Wavelet Analysis. SMARTCOMP (2018)
Md Abdullah Al Hafiz Khan, David Welsh, Nirmalya Roy
Firearm Detection Using Wrist Worn Tri-Axis Accelerometer Signals. PerCom Workshops (2018)
Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
A Flash Flood Categorization System Using Scene-Text Recognition. SMARTCOMP (2018)
Md Abdullah Al Hafiz Khan, Nirmalya Roy, Archan Misra
Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation. PerCom (2018)
Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
Analyzing the Sentiment of Crowd for Improving the Emergency Response Services. SMARTCOMP (2018)
Md Abdullah Al Hafiz Khan, Nirmalya Roy, H. M. Sajjad Hossain
Wearable Sensor-Based Location-Specific Occupancy Detection in Smart Environments. Mob. Inf. Syst. 2018 (2018)
Md Abdullah Al Hafiz Khan, Nirmalya Roy
UnTran: Recognizing Unseen Activities with Unlabeled Data Using Transfer Learning. IoTDI (2018)
Md Abdullah Al Hafiz Khan, Nirmalya Roy, H. M. Sajjad Hossain
COAR: Collaborative and Opportunistic Human Activity Recognition. DCOSS (2017)
Mohammad Arif Ul Alam, Nirmalya Roy
Single BSN-based multi-label activity recognition. PerCom Workshops (2017)
Mohammad Arif Ul Alam, Nirmalya Roy, Aryya Gangopadhyay, Elizabeth Galik
A smart segmentation technique towards improved infrequent non-speech gestural activity recognition model. Pervasive Mob. Comput. 34 (2017)
Nirmalya Roy
Keynote: Wearable and IoT for cognitive health assessment: Significance and challenges. PerCom Workshops (2017)
Mohammad Arif Ul Alam, Nirmalya Roy
Unseen Activity Recognitions: A Hierarchical Active Transfer Learning Approach. ICDCS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nirmalya Roy