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Journal Articles
- 2023
[j29]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: 60153-60170 (2023)- [j28]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) - 2022
- [j27]Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Nirmalya Roy:
DeCoach: Deep Learning-based Coaching for Badminton Player Assessment. Pervasive Mob. Comput. 83: 101608 (2022) - [j26]Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy:
STAR-Lite: A light-weight scalable self-taught learning framework for older adults' activity recognition. Pervasive Mob. Comput. 87: 101698 (2022) - 2021
- [j25]Naima Khan, Masud Ahmed, Nirmalya Roy:
Temporal Clustering Based Thermal Condition Monitoring in Building. Sustain. Comput. Informatics Syst. 29(Part): 100441 (2021) - [j24]Mohammad Arif Ul Alam, Nirmalya Roy, Archan Misra:
Tracking and Behavior Augmented Activity Recognition for Multiple Inhabitants. IEEE Trans. Mob. Comput. 20(1): 247-262 (2021) - [j23]Zahid Hasan, Nirmalya Roy:
Trending machine learning models in cyber-physical building environment: A survey. WIREs Data Mining Knowl. Discov. 11(5) (2021) - 2019
- [j22]Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Analyzing The Emotions of Crowd For Improving The Emergency Response Services. Pervasive Mob. Comput. 58 (2019) - 2018
- [j21]H. M. Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy:
DeActive: Scaling Activity Recognition with Active Deep Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(2): 66:1-66:23 (2018) - [j20]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: 4570182:1-4570182:21 (2018) - [j19]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): 10-16 (2018) - [j18]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): 22:1-22:30 (2018) - [j17]Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy:
Recent trends in machine learning for human activity recognition - A survey. WIREs Data Mining Knowl. Discov. 8(4) (2018) - 2017
- [j16]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: 25-45 (2017) - [j15]H. M. Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy:
Active learning enabled activity recognition. Pervasive Mob. Comput. 38: 312-330 (2017) - 2016
- [j14]Nirmalya Roy, Archan Misra, Diane J. Cook:
Ambient and smartphone sensor assisted ADL recognition in multi-inhabitant smart environments. J. Ambient Intell. Humaniz. Comput. 7(1): 1-19 (2016) - [j13]Sriram Chellappan, Nirmalya Roy, Sajal K. Das:
Special Issue-Big Data for Healthcare. Pervasive Mob. Comput. 28: 1-2 (2016) - [j12]Nirmalya Roy, Nilavra Pathak, Archan Misra:
Fine-grained appliance usage and energy monitoring through mobile and power-line sensing. Pervasive Mob. Comput. 30: 132-150 (2016) - [j11]Nirmalya Roy, Archan Misra, Sajal K. Das, Christine Julien:
Determining Quality- and Energy-Aware Multiple Contexts in Pervasive Computing Environments. IEEE/ACM Trans. Netw. 24(5): 3026-3042 (2016) - 2015
- [j10]Mohammad Arif Ul Alam, Nilavra Pathak, Nirmalya Roy:
Mobeacon: An iBeacon-Assisted Smartphone-Based Real Time Activity Recognition Framework. EAI Endorsed Trans. Ubiquitous Environ. 2(7): e2 (2015) - [j9]Md Abdullah Al Hafiz Khan, H. M. Sajjad Hossain, Nirmalya Roy:
Infrastructure-less Occupancy Detection and Semantic Localization in Smart Environments. EAI Endorsed Trans. Context aware Syst. Appl. 2(5): e3 (2015) - [j8]Nirmalya Roy, Abhinav Gupta, Sanjeev Rai:
Analytical surface potential modeling and simulation of junction-less double gate (JLDG) MOSFET for ultra low-power analog/RF circuits. Microelectron. J. 46(10): 916-922 (2015) - 2014
- [j7]Nirmalya Roy, Parisa Rashidi, Larry Holder, Liming Chen:
Special issue on data mining in pervasive environments. Pervasive Mob. Comput. 15: 151-152 (2014) - 2012
- [j6]Neda Edalat, Wendong Xiao, Mehul Motani, Nirmalya Roy, Sajal K. Das:
Auction-based task allocation with trust management for shared sensor networks. Secur. Commun. Networks 5(11): 1223-1234 (2012) - [j5]Nirmalya Roy, Sajal K. Das, Christine Julien:
Resource-Optimized Quality-Assured Ambiguous Context Mediation Framework in Pervasive Environments. IEEE Trans. Mob. Comput. 11(2): 218-229 (2012) - 2010
- [j4]Nirmalya Roy, Tao Gu, Sajal K. Das:
Supporting pervasive computing applications with active context fusion and semantic context delivery. Pervasive Mob. Comput. 6(1): 21-42 (2010) - 2009
- [j3]Nirmalya Roy, Sajal K. Das:
Enhancing Availability of Grid Computational Services to Ubiquitous Computing Applications. IEEE Trans. Parallel Distributed Syst. 20(7): 953-967 (2009) - 2006
- [j2]Sajal K. Das, Nirmalya Roy, Abhishek Roy:
Context-aware resource management in multi-inhabitant smart homes: A framework based on Nash H. Pervasive Mob. Comput. 2(4): 372-404 (2006) - 2005
- [j1]Preetam Ghosh, Nirmalya Roy, Sajal K. Das, Kalyan Basu:
A pricing strategy for job allocation in mobile grids using a non-cooperative bargaining theory framework. J. Parallel Distributed Comput. 65(11): 1366-1383 (2005)
Conference and Workshop Papers
- 2025
- [c112]Francesca Righetti, Carlo Vallati, Nirmalya Roy, Giuseppe Anastasi:
Is Edge Computing Always Suitable for Image Analysis? An Experimental Analysis. WoWMoM 2025: 45-50 - 2024
- [c111]Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy, Derrik E. Asher, Jade Freeman, Timothy Gregory, Theron Trout:
EnCoMP: Enhanced Covert Maneuver Planning with Adaptive Target-Aware Visibility Estimation using Offline Reinforcement Learning. ACSOS 2024: 51-60 - [c110]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: 170-178 - [c109]Nirmalya Roy, Zahid Hasan:
Contactless Physiological Health Sensing: Challenges, Solutions & Opportunities. SMARTCOMP 2024: 3 - [c108]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: 332-337 - 2023
- [c107]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: 127-132 - [c106]Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay:
Mixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks. CVPR Workshops 2023: 5046-5054 - [c105]Naima Khan, Md Abdullah Al Hafiz Khan, Nirmalya Roy:
Unsupervised Spatio-Temporal Anomalous Thermal Behavior Monitoring of Inside-Built Environments. DCOSS-IoT 2023: 55-64 - [c104]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: 1-10 - [c103]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: 2720-2724 - [c102]Deepanjali Chowdhury, Ahana Roy, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy:
CHARLIE: A Chatbot That Recommends Daily Fitness and Diet Plans. PerCom Workshops 2023: 116-121 - [c101]Naima Khan, Nirmalya Roy:
Towards IoT-assisted Non-Intrusive Monitoring of Thermal Variation on Building Envelope. PerCom Workshops 2023: 270-271 - [c100]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: 25-32 - [c99]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: 57-64 - [c98]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: 116-123 - [c97]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: 285-290 - 2022
- [c96]Avi Spector, Wanying Zhu, Jumman Hossain, Nirmalya Roy:
Simulated Forest Environment and Robot Control Framework for Integration with Cover Detection Algorithms. BDCAT 2022: 277-283 - [c95]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: 46-56 - [c94]Md Abdullah Al Hafiz Khan, Nirmalya Roy:
Cross-Domain Unseen Activity Recognition Using Transfer Learning. COMPSAC 2022: 684-693 - [c93]Avijoy Chakma, Abu Zaher Md Faridee, Raghuveer Rao, Nirmalya Roy:
Semi-supervised Multi-source Domain Adaptation in Wearable Activity Recognition. DCOSS 2022: 35-44 - [c92]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: 277-282 - [c91]Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart:
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. DCOSS 2022: 334-341 - [c90]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: 37-44 - [c89]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay, Adrienne Raglin:
Environmental Sound Classification for Flood Event Detection. Intelligent Environments 2022: 1-8 - [c88]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: 66-76 - [c87]Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan, Nirmalya Roy, Archan Misra:
CoDEm: Conditional Domain Embeddings for Scalable Human Activity Recognition. SMARTCOMP 2022: 9-18 - [c86]Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra:
RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. SMARTCOMP 2022: 92-99 - [c85]Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra:
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. SMARTCOMP 2022: 177-179 - [c84]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: 281-286 - [c83]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: 362-367 - 2021
- [c82]Nhan Nguyen, Avijoy Chakma, Nirmalya Roy:
A Scalable and Domain Adaptive Respiratory Symptoms Detection Framework using Earables. IEEE BigData 2021: 5620-5625 - [c81]Naima Khan, Nirmalya Roy:
BuiltNet: Graph based Spatio-Temporal Indoor Thermal Variation Detection. ICMLA 2021: 1696-1703 - [c80]David Welsh, Abu Zaher Md Faridee, Nirmalya Roy:
Hybrid Distance-Based Framework for Classification of Embedded Firearm Recoil Data. PerCom Workshops 2021: 50-55 - [c79]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Flood Detection using Semantic Segmentation and Multimodal Data Fusion. PerCom Workshops 2021: 135-140 - [c78]Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay:
ARIS: A Real Time Edge Computed Accident Risk Inference System. SMARTCOMP 2021: 47-54 - [c77]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: 121-128 - 2020
- [c76]Emon Dey, Nirmalya Roy:
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users. BIBE 2020: 466-471 - [c75]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: 333-342 - [c74]Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Vision Powered Conversational AI for Easy Human Dialogue Systems. MASS 2020: 684-692 - [c73]Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik:
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. MobiQuitous 2020: 184-195 - [c72]Avijoy Chakma, Abu Zaher Md Faridee, Nirmalya Roy, H. M. Sajjad Hossain:
Shoot Like Ronaldo: Predict Soccer Penalty Outcome with Wearables. PerCom Workshops 2020: 1-6 - [c71]Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy:
StanceScorer: A Data Driven Approach to Score Badminton Player. PerCom Workshops 2020: 1-6 - [c70]Naima Khan, Nirmalya Roy:
Cooking Event Detection from Temporal Thermal Condition of Residential Home. PerCom Workshops 2020: 1-6 - [c69]Nirmalya Roy:
Keynote: A Cross-Domain Machine Learning Framework for Pervasive Sensing. PerCom Workshops 2020: 1 - [c68]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Towards AI Conversing: FloodBot using Deep Learning Model Stacks. SMARTCOMP 2020: 33-40 - [c67]Naima Khan, Nirmalya Roy:
Water Quality Assessment with Thermal Images. SMARTCOMP 2020: 164-171 - [c66]Neha Singh, Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Flood Detection Framework Fusing The Physical Sensing & Social Sensing. SMARTCOMP 2020: 374-379 - [c65]Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities. SMARTCOMP 2020: 422-427 - 2019
- [c64]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: 89-99 - [c63]Amita Goyal Chin, Preetam Ghosh, Nirmalya Roy:
Introduction to the Minitrack on Multi-criteria Decision Analysis and Support Systems. HICSS 2019: 1-2 - [c62]H. M. Sajjad Hossain, Nirmalya Roy:
Active Deep Learning for Activity Recognition with Context Aware Annotator Selection. KDD 2019: 1862-1870 - [c61]Abu Zaher Md Faridee, Md Abdullah Al Hafiz Khan, Nilavra Pathak, Nirmalya Roy:
AugToAct: scaling complex human activity recognition with few labels. MobiQuitous 2019: 162-171 - [c60]Lavanya Elluri, Varun Mandalapu, Nirmalya Roy:
Developing Machine Learning Based Predictive Models for Smart Policing. SMARTCOMP 2019: 198-204 - [c59]Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy:
Identifying the Context of Hurricane Posts on Twitter using Wavelet Features. SMARTCOMP 2019: 350-358 - [c58]Naima Khan, Nilavra Pathak, Nirmalya Roy:
Detecting Common Insulation Problems in Built Environments using Thermal Images. SMARTCOMP 2019: 454-458 - 2018
- [c57]Nilavra Pathak, David Lachut, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci:
Non-Intrusive Air Leakage Detection in Residential Homes. ICDCN 2018: 31:1-31:10 - [c56]Md Abdullah Al Hafiz Khan, Nirmalya Roy:
UnTran: Recognizing Unseen Activities with Unlabeled Data Using Transfer Learning. IoTDI 2018: 37-47 - [c55]Md Abdullah Al Hafiz Khan, Nirmalya Roy, Archan Misra:
Scaling Human Activity Recognition via Deep Learning-based Domain Adaptation. PerCom 2018: 1-9 - [c54]Md Abdullah Al Hafiz Khan, David Welsh, Nirmalya Roy:
Firearm Detection Using Wrist Worn Tri-Axis Accelerometer Signals. PerCom Workshops 2018: 221-226 - [c53]Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Analyzing the Sentiment of Crowd for Improving the Emergency Response Services. SMARTCOMP 2018: 1-8 - [c52]Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy:
Evaluating Disaster Time-Line from Social Media with Wavelet Analysis. SMARTCOMP 2018: 41-48 - [c51]Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
A Flash Flood Categorization System Using Scene-Text Recognition. SMARTCOMP 2018: 147-154 - [c50]Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy:
Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning. SMARTCOMP 2018: 203-210 - [c49]Abu Zaher Md Faridee, Sreenivasan Ramasamy Ramamurthy, H. M. Sajjad Hossain, Nirmalya Roy:
HappyFeet: Recognizing and Assessing Dance on the Floor. HotMobile 2018: 49-54 - 2017
- [c48]Md Abdullah Al Hafiz Khan, Nirmalya Roy, H. M. Sajjad Hossain:
COAR: Collaborative and Opportunistic Human Activity Recognition. DCOSS 2017: 142-146 - [c47]Mohammad Arif Ul Alam, Nirmalya Roy:
Unseen Activity Recognitions: A Hierarchical Active Transfer Learning Approach. ICDCS 2017: 436-446 - [c46]Joseph Taylor, H. M. Sajjad Hossain, Mohammad Arif Ul Alam, Md Abdullah Al Hafiz Khan, Nirmalya Roy, Elizabeth Galik, Aryya Gangopadhyay:
SenseBox: A low-cost smart home system. PerCom Workshops 2017: 60-62 - [c45]H. M. Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy:
SoccerMate: A personal soccer attribute profiler using wearables. PerCom Workshops 2017: 164-169 - [c44]David Welsh, Nirmalya Roy:
Smartphone-based mobile gunshot detection. PerCom Workshops 2017: 244-249 - [c43]Md Abdullah Al Hafiz Khan, Nirmalya Roy:
TransAct: Transfer learning enabled activity recognition. PerCom Workshops 2017: 545-550 - [c42]Nirmalya Roy:
Keynote: Wearable and IoT for cognitive health assessment: Significance and challenges. PerCom Workshops 2017: 660 - [c41]Mohammad Arif Ul Alam, Nirmalya Roy:
Single BSN-based multi-label activity recognition. PerCom Workshops 2017: 691-696 - [c40]David Lachut, Nilavra Pathak, Nilanjan Banerjee, Nirmalya Roy, Ryan W. Robucci:
Longitudinal energy waste detection with visualization. BuildSys 2017: 7:1-7:4 - [c39]Bipendra Basnyat, Amrita Anam, Neha Singh, Aryya Gangopadhyay, Nirmalya Roy:
Analyzing Social Media Texts and Images to Assess the Impact of Flash Floods in Cities. SMARTCOMP 2017: 1-6 - 2016
- [c38]Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik:
Automated Functional and Behavioral Health Assessment of Older Adults with Dementia. CHASE 2016: 140-149 - [c37]Mohammad Arif Ul Alam, Nirmalya Roy, Archan Misra, Joseph Taylor:
CACE: Exploiting Behavioral Interactions for Improved Activity Recognition in Multi-inhabitant Smart Homes. ICDCS 2016: 539-548 - [c36]Md Abdullah Al Hafiz Khan, Ruthvik Kukkapalli, Piyush Waradpande, Sekar Kulandaivel, Nilanjan Banerjee, Nirmalya Roy, Ryan W. Robucci:
RAM: Radar-based activity monitor. INFOCOM 2016: 1-9 - [c35]H. M. Sajjad Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan:
Active learning enabled activity recognition. PerCom 2016: 1-9 - [c34]Mohammad Arif Ul Alam, Nirmalya Roy, Michelle Petruska, Andrea Zemp:
Smart-energy group anomaly based behavioral abnormality detection. Wireless Health 2016: 38-45 - 2015
- [c33]Nilavra Pathak, Nirmalya Roy, Animikh Biswas:
Iterative signal separation assisted energy disaggregation. IGSC 2015: 1-8 - [c32]H. M. Sajjad Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan:
Sleep Well: A Sound Sleep Monitoring Framework for Community Scaling. MDM (1) 2015: 44-53 - [c31]Md Abdullah Al Hafiz Khan, H. M. Sajjad Hossain, Nirmalya Roy:
SensePresence: Infrastructure-Less Occupancy Detection for Opportunistic Sensing Applications. MDM (2) 2015: 56-61 - [c30]Nirmalya Roy, Nilavra Pathak, Archan Misra:
AARPA: Combining Mobile and Power-Line Sensing for Fine-Grained Appliance Usage and Energy Monitoring. MDM (1) 2015: 213-218 - [c29]Nilavra Pathak, Md Abdullah Al Hafiz Khan, Nirmalya Roy:
Acoustic based appliance state identifications for fine-grained energy analytics. PerCom 2015: 63-70 - [c28]Md Abdullah Al Hafiz Khan, Sheung Lu, Nirmalya Roy, Nilavra Pathak:
Demo abstract: A microphone sensor based system for green building applications. PerCom Workshops 2015: 208-210 - [c27]Nirmalya Roy:
Green building energy analytics: Challenges and opportunities. PerCom Workshops 2015: 292 - 2014
- [c26]Nirmalya Roy, Brooks Reed Kindle:
Monitoring Patient Recovery Using Wireless Physiotherapy Devices. ICOST 2014: 71-79 - [c25]Nirmalya Roy, Christine Julien:
Immersive Physiotherapy: Challenges for Smart Living Environments and Inclusive Communities. ICOST 2014: 242-248 - [c24]Mohammad Arif Ul Alam, Nirmalya Roy:
GeSmart: A gestural activity recognition model for predicting behavioral health. SMARTCOMP 2014: 193-200 - 2013
- [c23]Nirmalya Roy, Archan Misra, Diane J. Cook:
Infrastructure-assisted smartphone-based ADL recognition in multi-inhabitant smart environments. PerCom 2013: 38-46 - [c22]Nirmalya Roy, David Kleinschmidt, Joseph Taylor, Behrooz A. Shirazi:
Performance of the Latest Generation Powerline Networking for Green Building Applications. BuildSys@SenSys 2013: 14:1-14:8 - [c21]Joseph Taylor, Nirmalya Roy, David Kleinschmidt, Behrooz A. Shirazi:
Performance of the Latest Generation Powerline Networking for Green Building Applications. BuildSys@SenSys 2013: 37:1-37:2 - 2011
- [c20]Agoston Petz, Taesoo Jun, Nirmalya Roy, Chien-Liang Fok, Christine Julien:
Passive Network-Awareness for Dynamic Resource-Constrained Networks. DAIS 2011: 106-121 - [c19]Neda Edalat, Wendong Xiao, Nirmalya Roy, Sajal K. Das, Mehul Motani:
Combinatorial Auction-Based Task Allocation in Multi-application Wireless Sensor Networks. EUC 2011: 174-181 - [c18]Nirmalya Roy, Archan Misra, Christine Julien, Sajal K. Das, Jit Biswas:
An energy-efficient quality adaptive framework for multi-modal sensor context recognition. PerCom 2011: 63-73 - 2010
- [c17]Nirmalya Roy, Kevin Brooks, Christine Julien:
Usability of Semantic Web for Enhancing Digital Living Experience. CCNC 2010: 1-6 - [c16]Taesoo Jun, Nirmalya Roy, Christine Julien:
Modeling Delivery Delay for Flooding in Mobile Ad Hoc Networks. ICC 2010: 1-6 - [c15]Nirmalya Roy, Vasanth Rajamani, Christine Julien:
Supporting multi-fidelity-aware concurrent applications in dynamic sensor networks. PerCom Workshops 2010: 43-49 - 2009
- [c14]Nirmalya Roy, Christine Julien, Archan Misra, Sajal K. Das:
A Prototype for Resource Optimized Context Determination in Pervasive Care Environments. MobiCASE 2009: 335-338 - [c13]Nirmalya Roy, Christine Julien, Sajal K. Das:
Resolving and mediating ambiguous contexts for pervasive care environments. MobiQuitous 2009: 1-2 - [c12]Nirmalya Roy:
Quality-of-Inference Aware Context Determination. PerCom 2009: 1-2 - [c11]Nirmalya Roy, Christine Julien, Sajal K. Das:
Resource-Optimized Quality-Assured Ambiguous Context Mediation in Pervasive Environments. QSHINE 2009: 232-248 - 2008
- [c10]Sajal K. Das, Nirmalya Roy:
Learning, Prediction and Mediation of Context Uncertainty in Smart Pervasive Environments. OTM Workshops 2008: 820-829 - [c9]Nirmalya Roy, Gautham V. Pallapa, Sajal K. Das:
An ontology-driven ambiguous contexts mediation framework for smart healthcare applications. PETRA 2008: 2 - 2007
- [c8]Preetam Ghosh, Nirmalya Roy, Sajal K. Das:
Mobility-Aware Efficient Job Scheduling in Mobile Grids. CCGRID 2007: 701-706 - [c7]Preetam Ghosh, Nirmalya Roy, Kalyan Basu, Sajal K. Das, Paul Wilson, Prabir Das:
A Case Study-based Performance Evaluation Framework for CSCF Processes on a Blade-Server. ICNS 2007: 87 - [c6]Nirmalya Roy, Gautham V. Pallapa, Sajal K. Das:
A Middleware Framework for Ambiguous Context Mediation in Smart Healthcare Application. WiMob 2007: 72 - 2006
- [c5]Nirmalya Roy, Abhishek Roy, Sajal K. Das:
Context-Aware Resource Management in Multi-Inhabitant Smart Homes: A Nash H-Learning based Approach. PerCom 2006: 148-158 - 2005
- [c4]Nirmalya Roy, Sajal K. Das, Kalyan Basu, Mohan Kumar:
Enhancing Availability of Grid Computational Services to Ubiquitous Computing Applications. IPDPS 2005 - [c3]Nirmalya Roy, Abhishek Roy, Sajal K. Das, Kalyan Basu:
A Cooperative Learning Framework for Mobility-Aware Resource Management in Multi-Inhabitant Smart Homes. MobiQuitous 2005: 393-406 - 2004
- [c2]Prateek Shah, Nirmalya Roy, Abhishek Roy, Kalyan Basu, Sajal K. Das:
Design of PON Using VQ-Based Fiber Optimization. ICT 2004: 1303-1309 - [c1]Preetam Ghosh, Nirmalya Roy, Sajal K. Das, Kalyan Basu:
A Game Theory Based Pricing Strategy for Job Allocation in Mobile Grids. IPDPS 2004
Parts in Books or Collections
- 2017
- [p1]Mohammad Arif Ul Alam, Nirmalya Roy, Aryya Gangopadhyay, Elizabeth Galik:
Infrequent Non-speech Gestural Activity Recognition Using Smart Jewelry: Challenges and Opportunities for Large-Scale Adaptation. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 443-471
Data and Artifacts
- 2023
- [d4]Maloy Kumar Devnath, Avijoy Chakma, Mohammad Saeid Anwar, Emon Dey, Zahid Hasan, Marc Conn, Biplab Pal, Nirmalya Roy:
Millimeter-wave Object Recognition Dataset (MORD). IEEE DataPort, 2023
- 2022
- [d3]Zahid Hasan, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy:
MPSC-rPPG Dataset. IEEE DataPort, 2022 - 2021
- [d2]Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Avijoy Chakma, Emon Dey, Zahid Hasan, Nirmalya Roy:
Badminton Activity Recognition (BAR). IEEE DataPort, 2021 - [d1]David Welsh, Md Abdullah Al Hafiz Khan, Nirmalya Roy:
Gunshot Recoil Dataset. IEEE DataPort, 2021
Informal and Other Publications
- 2024
- [i22]Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy, Jade Freeman, Timothy Gregory, Theron Trout:
TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments. CoRR abs/2402.04061 (2024) - [i21]Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy:
EnCoMP: Enhanced Covert Maneuver Planning using Offline Reinforcement Learning. CoRR abs/2403.20016 (2024) - [i20]Jumman Hossain, Abu Zaher Md Faridee, Derrik E. Asher, Jade Freeman, Theron Trout, Timothy Gregory, Nirmalya Roy:
QuasiNav: Asymmetric Cost-Aware Navigation Planning with Constrained Quasimetric Reinforcement Learning. CoRR abs/2410.16666 (2024) - [i19]Jumman Hossain, Emon Dey, Snehalraj Chugh, Masud Ahmed, MS Anwar, Abu Zaher Md Faridee, Jason Hoppes, Theron Trout, Anjon Basak, Rafidh Chowdhury, Rishabh Mistry, Hyun Kim, Jade Freeman, Niranjan Suri, Adrienne Raglin, Carl E. Busart, Timothy Gregory, Anuradha Ravi, Nirmalya Roy:
SERN: Simulation-Enhanced Realistic Navigation for Multi-Agent Robotic Systems in Contested Environments. CoRR abs/2410.16686 (2024) - [i18]Indrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy:
Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment. CoRR abs/2410.17489 (2024) - 2023
- [i17]Varun Mandalapu, Lavanya Elluri, Piyush Vyas, Nirmalya Roy:
Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions. CoRR abs/2303.16310 (2023) - [i16]Lavanya Elluri, Varun Mandalapu, Piyush Vyas, Nirmalya Roy:
Advances in Cybercrime Prediction: A Survey of Machine, Deep, Transfer, and Adaptive Learning Techniques. CoRR abs/2304.04819 (2023) - [i15]Avijoy Chakma, Abu Zaher Md Faridee, Indrajeet Ghosh, Nirmalya Roy:
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey. CoRR abs/2304.06489 (2023) - [i14]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 abs/2304.07354 (2023) - [i13]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 abs/2305.02085 (2023) - [i12]Mohammad Saeid Anwar, Emon Dey, Maloy Kumar Devnath, Indrajeet Ghosh, Naima Khan, Jade Freeman, Timothy Gregory, Niranjan Suri, Kasthuri Jayarajah, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy:
HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems. CoRR abs/2305.03252 (2023) - [i11]Zahid Hasan, Abu Zaher Md Faridee, Masud Ahmed, Sanjay Purushotham, Heesung Kwon, Hyungtae Lee, Nirmalya Roy:
Novel Categories Discovery from probability matrix perspective. CoRR abs/2307.03856 (2023) - [i10]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 abs/2308.06594 (2023) - [i9]Vicki Young, Jumman Hossain, Nirmalya Roy:
Enhancing Robotic Navigation: An Evaluation of Single and Multi-Objective Reinforcement Learning Strategies. CoRR abs/2312.07953 (2023) - 2022
- [i8]Emon Dey, Nirmalya Roy:
OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users. CoRR abs/2204.07038 (2022) - [i7]Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart:
SynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System. CoRR abs/2208.06569 (2022) - [i6]Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra:
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge. CoRR abs/2208.06572 (2022) - [i5]Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay:
Mixed Precision Quantization to Tackle Gradient Leakage Attacks in Federated Learning. CoRR abs/2210.13457 (2022) - [i4]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 abs/2211.05359 (2022) - 2020
- [i3]Neha Singh, Nirmalya Roy, Aryya Gangopadhyay:
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning. CoRR abs/2003.04973 (2020) - [i2]Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik:
AutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment. CoRR abs/2003.07492 (2020) - 2019
- [i1]Nilavra Pathak, James R. Foulds, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci:
Estimating Buildings' Parameters over Time Including Prior Knowledge. CoRR abs/1901.07469 (2019)
Coauthor Index
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