Publications
Selected Publications
h-index: 30 | i-index: 55
Detection of Cortical Arousals in Sleep Using Multimodal Wearable Sensors and Machine Learning
Scientific Reports, Nature 2025
Integration of Sensor-Based and Self-Reported Metrics in a Sleep Diary: A Pilot Exploration
Behavioral Sleep Medicine 2024
Unanticipated evolution of cardio-respiratory interactions with cognitive load during a Go-NoGo shooting task in virtual reality
Computers in Biology and Medicine 2024
Neural and behavioral adaptations to frontal theta neurofeedback training
PloS One 2023
Anticipatory cardiac deceleration estimates cognitive performance in virtual reality beyond tonic heart period and heart period variability
Biological Physiology 2023
Understanding Cortical Arousals during Sleep from Leg Movements: A Pilot Study
Scientific Reports, Nature 2022
RestEaze: An Emerging Technology to Characterize Leg Movements During Sleep
Journal of Medical Devices 2022
Identifying Biomarkers for Accurate Detection of Stress
Sensors 2022
A Deep Residual Inception Network with Channel Attention Modules for Multi-label Cardiac Abnormality Detection from Reduced-Lead ECG
Physiological Measurements 2022
Musculoskeletal Synergies in the Grasping Hand
EMBC 2022
Multi-granular Analysis and Physiological Interpretations of Heart Rate Variability Metrics During VR-Shooting Difficulty Induced Stress
EMBC 2022
Pilot study: Can Machine-Learning Analyses of Movement Discriminate Between Leg Movements in Sleep (LMS) with vs. without Cortical Arousals?
Sleep and Breathing 2021
Radar-based monitoring system for medication tampering using data augmentation and multivariate time series classification
Smart Health 2021
Design and Implementation of an Instrumented Data Glove that measures Kinematics and Dynamics of Human Hand
EMBC 2021
CARE: Lightweight Attack Resilient Secure Boot Architecture with Onboard Recovery for RISC-V-based SOC
IEEE International Symposium on Quality Electronic Design (ISQED) 2021
Instruction Sequence Identification and Disassembly Using Power Supply Side-Channel Analysis
IEEE Transactions on Computers 2020
Multilevel Longitudinal Analysis of Shooting Performance as a Function of Stress and Cardiovascular Responses
IEEE Transactions on Affective Computing 2020
A Bayesian Data Analytics Approach to Buildings' Thermal Parameter Estimation
ACM e-Energy, Phoenix 2019
Using Communication Structure and Physiologic Synchrony to Predict Team Outcomes in a Bomb Defusal Game
NGRoup conference, Portugal 2019
Influencing Participant Behavior Through a Notification-Based Recommendation System
Persuasive Technology, Waterloo, Canada 2018
Recruiting a Critically Diverse and Inclusively Excellent Faculty through STRIDE Peer Education
CoNECD - The Collaborative Network for Engineering and Computing Diversity Conference 2018
Evaluating Touchless Capacitive Gesture Recognition as an Assistive Device for Upper Extremity Mobility Impairment
Journal of Rehabilitation and Assistive Technologies Engineering 2018
Understanding Home Energy Saving Recommendations
Persuasive Technology, Waterloo, Canada 2018
Trust-Based Framework for Resilience to Sensor-Targeted Attacks in Cyber-Physical Systems
American Control Conference (ACC), Milwaukee 2018
Implementation of structural synchrony and linear measures of brain network connectivity for real-time state estimation
IEEE International Symposium on Circuits and Systems, Florence, Italy 2018
Cross-Level Detection Framework for Attacks on Cyber-Physical Systems
Journal of Hardware and Systems Security, Vol. 1, No. 4, pp. 356-369 2017
Mini-MAC: Raising the Bar for Vehicular Security with a Lightweight Message Authentication Protocol
Vehicular Communications 2017
Integrating End-User Feedback in the Early Development of a Novel Sensor Access System for Environmental Control
Disability & Rehabilitation: Assistive Technology 2017
Non-intrusive Air Leakage Detection in Residential Homes
International Conference on Distributed Computing and Networking (ICDCN), Kolkata 2017
Longitudinal Energy Waste Detection With Visualization
ACM BuildSys, New York 2017
PreSight: Enabling Real-time Detection of Accessibility Problems on Sidewalks
IEEE SECON, San Diego 2017
FISCAL: Firmware Identification Using Side-Channel Power Analysis
IEEE VLSI Test Symposium, Las Vegas 2017
Event-Driven Low-Power Gesture Recognition using Differential Capacitance
IEEE Sensors Journal, 16(12) 2016
distratto: Real-time Impaired Driving Detection Using Textile Sensors
IEEE Sensors Journal, 16(8) 2016
Micro-radar Wearable Respiration Monitor
IEEE Sensors 2016
RAM: Radar-based Activity Monitor
IEEE INFOCOM, San Francisco 2016
Adaptive and Personalized Gesture Recognition using Flexible Textile Sensor Arrays
IEEE Transactions in Multi-scale Computing, 1(2) 2015
perpetuu: A Tiered Solar-powered GIS Microserver
ACM Transactions on Embedded Computing Systems, 14(4) 2015
Weed Infestation Identification Using Hierarchical Crowdsourcing
Computers and Electronics in Agriculture, 113(C) 2015
Visualization-assisted Insights into Home Energy Usage
The EG/VGTC Conference on Visualization (EuroVis) 2015
Post-Layout Estimation of Side Channel Power Supply Signatures
IEEE International Symposium on Hardware-Oriented Security and Trust, McLean, VA 2015
Transient Current Estimation using S3C (Standard Cell Current Transient Characterization)
International Symposium on VLSI Design and Test, Napa Valley, California 2015
SunaPlayer: High-Accuracy Emulation of Solar Cells
ACM/IEEE IPSN, Seattle, WA 2015
Tongue-n-Cheek: Non-contact Tongue Gesture Recognition
ACM/IEEE IPSN, Seattle, WA 2015
Scalability Study of PSANDE: Power Supply Analysis for Noise and Delay Estimation
IEEE VLSI Test Symposium, Napa Valley, California 2015
Inviz: Low-power Personalized Gesture Recognition Using Wearable Textile Capacitive Sensor Arrays
IEEE PerCom, St. Louis, MO 2015
Gait Analysis for Fall Prediction Using Hierarchical Textile-based Capacitive Sensor Array
IEEE/ACM DATE, Grenoble, France 2015
Understanding Context Governing Energy Consumption in Homes
ACM CHI Conference on Human Factors in Computing Systems (CHI) 2014
Predictibility of Home Energy Use
IEEE 5th International Conference on Green Computing (IGCC), Arlington, Texas 2014
Using Rule Mining to Understand Appliance Energy Consumption Patterns
IEEE PerCom, Budapest, Hungary 2014
A System for Collecting Activity Annotations for Home Energy Management
Pervasive and Mobile Computing, 15(C) 2014
Information-rich GIS Dissemination in Disconnected Environments
Transactions in GIS, 18(4) 2013
System Support for Micro-Harvester powered Mobile Sensing
IEEE Real-Time Systems Symposium (RTSS), Vancouver, Canada 2013
Wearable Multi-sensor Gesture Recognition in Assistive Devices for Paralysis Patients
IEEE Sensors, Baltimore 2013
An In-situ System for Annotation of Home Energy Data
ACM BuildSys, short paper, Rome, Italy 2013
Minimizing Intrusiveness in Home Energy Measurement
ACM BuildSys, Ontario, Canada (Best Paper Nomination) 2012
Concurrent Wi-Fi for Mobile Users: Analysis and Measurements
ACM CoNEXT, Tokyo, Japan 2011
Automating Energy Management in Green Homes
ACM SIGCOMM HomeNets, Toronto, Canada (Best Paper Award) 2011
Spider: Improving Mobile Networking with Concurrent Wi-Fi Connections
ACM SIGCOMM, extended abstract, Toronto, Canada 2011
Design and field experimentation of an energy-efficient architecture for DTN throwboxes
IEEE/ACM Transactions on Networking, 18(2) 2010
Virtual Compass: Relative positioning to sense mobile social interactions
Pervasive, Helsinki, Finland (Best Paper Nomination) 2010
Improved Network Consistency and Connectivity in Mobile and Sensor Systems
Ph.D. Dissertation, University of Massachusetts, Amherst (Yahoo! Outstanding Dissertation Award) 2009
Relays, Meshes, and Basestations: Enhancing Mobile Networks with Infrastructure
ACM MobiCom, San Francisco 2008
Users and Batteries: Interactions and Adaptive Energy Management in Mobile Systems
ACM UbiComp, Innsbruck, Austria 2007
Triage: Balancing Energy Consumption and Quality of Service in a Microserver
ACM MobiSys, Puerto Rico 2007
An Energy-Efficient Architecture for DTN Throwboxes
IEEE INFOCOM, Anchorage 2007
Multiobjective Network Design for Realistic Traffic Models
ACM SigEVO Genetic and Evolutionary Computations Conference (GECCO), London (Best Paper Nomination) 2007
Turducken: Hierarchical Power Management for Mobile Devices
ACM MobiSys, Seattle 2005