Project ExScal (Short Abstract). - Anish Arora; Rajiv Ramnath; Prasun Sinha; Emre Ertin; Sandip Bapat; Vinayak Naik; Vinod Kulathumani; Hongwei Zhang 001; Mukundan Sridharan; Santosh Kumar 001; Hui Cao 001; Nick Seddon; et al. (DCOSS, 2005)

On the lifetime analysis of always-on wireless sensor network applications. - Santosh Kumar 001; Anish Arora; Ten-Hwang Lai (MASS, 2005)

ExScal: Elements of an Extreme Scale Wireless Sensor Network. - Anish Arora; Rajiv Ramnath; Emre Ertin; Prasun Sinha; Sandip Bapat; Vinayak Naik; Vinod Kulathumani; Hongwei Zhang 001; Hui Cao 001; Mukundan Sridharan; Santosh Kumar 001; Nick Seddon; et al. (RTCSA, 2005)

Deploying wireless sensors to achieve both coverage and connectivity. - Xiaole Bai; Santosh Kumar 001; Dong Xuan; Ziqiu Yun; Ten-Hwang Lai (MobiHoc, 2006)

Optimal sleep-wakeup algorithms for barriers of wireless sensors. - Santosh Kumar 001; Ten-Hwang Lai; Marc E. Posner; Prasun Sinha (BROADNETS, 2007)

Reliable density estimates for coverage and connectivity in thin strips of finite length. - Paul Balister; Béla Bollobás; Amites Sarkar; Santosh Kumar 001 (MobiCom, 2007)

Designing localized algorithms for barrier coverage. - Ai Chen; Santosh Kumar 001; Ten-Hwang Lai (MobiCom, 2007)

Barrier coverage with wireless sensors. - Santosh Kumar 001; Ten-Hwang Lai; Anish Arora (Wirel. Networks, 2007)

On k-coverage in a mostly sleeping sensor network. - Santosh Kumar 001; Ten-Hwang Lai; József Balogh (Wirel. Networks, 2008)

Ad Hoc and Sensor Networks. - Santosh Kumar 001; Lan Wang (Wiley Encyclopedia of Computer Science and Engineering, 2008)

Random vs. Deterministic Deployment of Sensors in the Presence of Failures and Placement Errors. - Paul Balister; Santosh Kumar 001 (INFOCOM, 2009)

Trap Coverage: Allowing Coverage Holes of Bounded Diameter in Wireless Sensor Networks. - Paul Balister; Zizhan Zheng; Santosh Kumar 001; Prasun Sinha (INFOCOM, 2009)

Alpha Coverage: Bounding the Interconnection Gap for Vehicular Internet Access. - Zizhan Zheng; Prasun Sinha; Santosh Kumar 001 (INFOCOM, 2009)

An affordable, long-lasting, and autonomous theft detection and tracking system. - Somnath Mitra; Zizhan Zheng; Santanu Guha; Animikh Ghosh; Prabal Dutta; Bhagavathy Krishna; Kurt Plarre; Santosh Kumar 001; Prasun Sinha (SenSys, 2009)

Maximizing the Contact Opportunity for Vehicular Internet Access. - Zizhan Zheng; Zhixue Lu; Prasun Sinha; Santosh Kumar 001 (INFOCOM, 2010)

Just-in-time sampling and pre-filtering for wearable physiological sensors: going from days to weeks of operation on a single charge. - Nan Hua; Ashwin Lall; Justin K. Romberg; Jun (Jim) Xu; Mustafa al'Absi; Emre Ertin; Santosh Kumar 001; Shikhar Suri (Wireless Health, 2010)

Automated detection of sensor detachments for physiological sensing in the wild. - Kurt Plarre; Andrew Raij; Santanu Guha; Mustafa al'Absi; Emre Ertin; Santosh Kumar 001 (Wireless Health, 2010)

Local Barrier Coverage in Wireless Sensor Networks. - Ai Chen; Santosh Kumar 001; Ten-Hwang Lai (IEEE Trans. Mob. Comput., 2010)

Maximizing the Lifetime of a Barrier of Wireless Sensors. - Santosh Kumar 001; Ten-Hwang Lai; Marc E. Posner; Prasun Sinha (IEEE Trans. Mob. Comput., 2010)

Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment. - Andrew Raij; Animikh Ghosh; Santosh Kumar 001; Mani B. Srivastava (CHI, 2011)

Exploring micro-incentive strategies for participant compensation in high-burden studies. - Mohamed Musthag; Andrew Raij; Deepak Ganesan; Santosh Kumar 001; Saul Shiffman (UbiComp, 2011)

Continuous inference of psychological stress from sensory measurements collected in the natural environment. - Kurt Plarre; Andrew Raij; Syed Monowar Hossain; Amin Ahsan Ali; Motohiro Nakajima; Mustafa al'Absi; Emre Ertin; Thomas Kamarck; Santosh Kumar 001; Marcia Scott; Daniel P. Siewiorek; Asim Smailagic; et al. (IPSN, 2011)

Demo abstract: Online detection of speaking from respiratory measurements collected in the natural environment. - Md. Mahbubur Rahman; Amin Ahsan Ali; Andrew Raij; Mustafa al'Absi; Emre Ertin; Santosh Kumar 001 (IPSN, 2011)

An unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. - Emre Ertin; Andrew Raij; Nathan Stohs; Mustafa al'Absi; Santosh Kumar 001; Somnath Mitra (SenSys, 2011)

AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. - Emre Ertin; Nathan Stohs; Santosh Kumar 001; Andrew Raij; Mustafa al'Absi; Siddharth Shah (SenSys, 2011)

mConverse: inferring conversation episodes from respiratory measurements collected in the field. - Md. Mahbubur Rahman; Amin Ahsan Ali; Kurt Plarre; Mustafa al'Absi; Emre Ertin; Santosh Kumar 001 (Wireless Health, 2011)

mPuff: automated detection of cigarette smoking puffs from respiration measurements. - Amin Ahsan Ali; Syed Monowar Hossain; Karen Hovsepian; Md. Mahbubur Rahman; Kurt Plarre; Santosh Kumar 001 (IPSN, 2012)

Research challenges in measuring data for population health to enable predictive modeling for improving healthcare. - Bruce R. Schatz; Clay B. Marsh; David Gustafson; Kevin Patrick; Jerry A. Krishnan; Santosh Kumar 001; Noshir S. Contractor (SIGHIT Rec., 2012)

Sparse WiFi Deployment for Vehicular Internet Access With Bounded Interconnection Gap. - Zizhan Zheng; Prasun Sinha; Santosh Kumar 001 (IEEE/ACM Trans. Netw., 2012)

AutoWitness: Locating and tracking stolen property while tolerating GPS and radio outages. - Santanu Guha; Kurt Plarre; Daniel Lissner; Somnath Mitra; Bhagavathy Krishna; Prabal Dutta; Santosh Kumar 001 (ACM Trans. Sens. Networks, 2012)

Contactless sensing of physiological signals using wideband RF probes. - Ju Gao; Emre Ertin; Santosh Kumar 001; Mustafa al'Absi (ACSSC, 2013)

Mobile Health: Revolutionizing Healthcare Through Transdisciplinary Research. - Santosh Kumar 001; Wendy Nilsen; Misha Pavel; Mani B. Srivastava (Computer, 2013)

Estimating Drivers' Stress from GPS Traces. - Sudip Vhaduri; Amin Ahsan Ali; Moushumi Sharmin; Karen Hovsepian; Santosh Kumar 001 (AutomotiveUI, 2014)

Are we there yet?: feasibility of continuous stress assessment via wireless physiological sensors. - Md. Mahbubur Rahman; Rummana Bari; Amin Ahsan Ali; Moushumi Sharmin; Andrew Raij; Karen Hovsepian; Syed Monowar Hossain; Emre Ertin; Ashley Kennedy; David H. Epstein; Kenzie Preston; Michelle Jobes; et al. (BCB, 2014)

Assessing the availability of users to engage in just-in-time intervention in the natural environment. - Hillol Sarker; Moushumi Sharmin; Amin Ahsan Ali; Md. Mahbubur Rahman; Rummana Bari; Syed Monowar Hossain; Santosh Kumar 001 (UbiComp, 2014)

Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity. - Syed Monowar Hossain; Amin Ahsan Ali; Md. Mahbubur Rahman; Emre Ertin; David H. Epstein; Ashley Kennedy; Kenzie Preston; Annie Umbricht; Yixin Chen 001; Santosh Kumar 001 (IPSN, 2014)

cStress: towards a gold standard for continuous stress assessment in the mobile environment. - Karen Hovsepian; Mustafa al'Absi; Emre Ertin; Thomas Kamarck; Motohiro Nakajima; Santosh Kumar 001 (UbiComp, 2015)

puffMarker: a multi-sensor approach for pinpointing the timing of first lapse in smoking cessation. - Nazir Saleheen; Amin Ahsan Ali; Syed Monowar Hossain; Hillol Sarker; Soujanya Chatterjee; Benjamin M. Marlin; Emre Ertin; Mustafa al'Absi; Santosh Kumar 001 (UbiComp, 2015)

Visualization of time-series sensor data to inform the design of just-in-time adaptive stress interventions. - Moushumi Sharmin; Andrew Raij; David H. Epstein; Inbal Nahum-Shani; J. Gayle Beck; Sudip Vhaduri; Kenzie Preston; Santosh Kumar 001 (UbiComp, 2015)

Center of excellence for mobile sensor data-to-knowledge (MD2K). - Santosh Kumar 001; Gregory D. Abowd; William T. Abraham; Mustafa al'Absi; J. Gayle Beck; Duen Horng Chau; Tyson Condie; David E. Conroy; Emre Ertin; Deborah Estrin; Deepak Ganesan; Cho Lam; et al. (J. Am. Medical Informatics Assoc., 2015)

Ensuring Predictable Contact Opportunity for Scalable Vehicular Internet Access on the Go. - Zizhan Zheng; Zhixue Lu; Prasun Sinha; Santosh Kumar 001 (IEEE/ACM Trans. Netw., 2015)

Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data. - Hillol Sarker; Matthew Tyburski; Md. Mahbubur Rahman; Karen Hovsepian; Moushumi Sharmin; David H. Epstein; Kenzie L. Preston; C. Debra Furr-Holden; Adam Milam; Inbal Nahum-Shani; Mustafa al'Absi; Santosh Kumar 001 (CHI, 2016)

mCrave: continuous estimation of craving during smoking cessation. - Soujanya Chatterjee; Karen Hovsepian; Hillol Sarker; Nazir Saleheen; Mustafa al'Absi; Gowtham Atluri; Emre Ertin; Cho Lam; Andrine Lemieux; Motohiro Nakajima; Bonnie Spring; David W. Wetter; et al. (UbiComp, 2016)

mSieve: differential behavioral privacy in time series of mobile sensor data. - Nazir Saleheen; Supriyo Chakraborty; Nasir Ali; Md. Mahbubur Rahman; Syed Monowar Hossain; Rummana Bari; Eugene H. Buder; Mani B. Srivastava; Santosh Kumar 001 (UbiComp, 2016)

Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams. - Roy J. Adams; Nazir Saleheen; Edison Thomaz; Abhinav Parate; Santosh Kumar 001; Benjamin M. Marlin (ICML, 2016)

Privacy and Security in Mobile Health: A Research Agenda. - David Kotz; Carl A. Gunter; Santosh Kumar 001; Jonathan P. Weiner (Computer, 2016)

Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications. - Hamid Dadkhahi; Nazir Saleheen; Santosh Kumar 001; Benjamin M. Marlin (CoRR, 2016)

Introduction to Part I: mHealth Applications and Tools. - Santosh Kumar 001; James M. Rehg; Susan A. Murphy (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

Introduction to Part II: Sensors to mHealth Markers. - Santosh Kumar 001; James M. Rehg; Susan A. Murphy (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

A New Direction for Biosensing: RF Sensors for Monitoring Cardio-Pulmonary Function. - Ju Gao; Siddharth Baskar; Diyan Teng; Mustafa al'Absi; Santosh Kumar 001; Emre Ertin (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

Introduction to Part IV: Predictors to mHealth Interventions. - Susan A. Murphy; James M. Rehg; Santosh Kumar 001 (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

Modeling Opportunities in mHealth Cyber-Physical Systems. - Wendy Nilsen; Emre Ertin; Eric B. Hekler; Santosh Kumar 001; Insup Lee 001; Rahul Mangharam; Misha Pavel; James M. Rehg; William T. Riley; Daniel E. Rivera; Donna Spruijt-Metz (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

mDebugger: Assessing and Diagnosing the Fidelity and Yield of Mobile Sensor Data. - Md. Mahbubur Rahman; Nasir Ali; Rummana Bari; Nazir Saleheen; Mustafa al'Absi; Emre Ertin; Ashley Kennedy; Kenzie L. Preston; Santosh Kumar 001 (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

Introduction to Part III: Markers to mHealth Predictors. - James M. Rehg; Susan A. Murphy; Santosh Kumar 001 (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

From Markers to Interventions: The Case of Just-in-Time Stress Intervention. - Hillol Sarker; Karen Hovsepian; Soujanya Chatterjee; Inbal Nahum-Shani; Susan A. Murphy; Bonnie Spring; Emre Ertin; Mustafa al'Absi; Motohiro Nakajima; Santosh Kumar 001 (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data. - Timothy Hnat; Syed Monowar Hossain; Nasir Ali; Simona Carini; Tyson Condie; Ida Sim; Mani B. Srivastava; Santosh Kumar 001 (AMIA, 2017)

Opportunities and Challenges in Designing Participant-Centric Smoking Cessation System. - Moushumi Sharmin; Theodore Weber; Hillol Sarker; Nazir Saleheen; Santosh Kumar 001; Shameem Ahmed; Mustafa al'Absi (COMPSAC (1), 2017)

ewrapper: operationalizing engagement strategies in mHealth. - Blake Wagner III; Elaine Liu; Steven D. Shaw; Gleb Iakovlev; Linlu Zhou; Christina N. Harrington; Gregory D. Abowd; Carolyn Yoon; Santosh Kumar 001; Susan A. Murphy; Bonnie Spring; Inbal Nahum-Shani (UbiComp/ISWC Adjunct, 2017)

mSelf: Using Mobile Sensors to Self-monitor and Improve Health, Wellness, and Performance. - Santosh Kumar 001 (WearSys@MobiSys, 2017)

mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. - Syed Monowar Hossain; Timothy Hnat; Nazir Saleheen; Nusrat Jahan Nasrin; Joseph Noor; Bo-Jhang Ho; Tyson Condie; Mani B. Srivastava; Santosh Kumar 001 (SenSys, 2017)

Research Opportunities and Visions for Smart and Pervasive Health. - Elizabeth D. Mynatt; Gregory D. Hager; Santosh Kumar 001; Ming C. Lin; Shwetak N. Patel; Jack A. Stankovic; Helen V. Wright (CoRR, 2017)

Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). - Santosh Kumar 001; Gregory D. Abowd; William T. Abraham; Mustafa al'Absi; Duen Horng Chau; Emre Ertin; Deborah Estrin; Deepak Ganesan; Timothy Hnat; Syed Monowar Hossain; Zachary G. Ives; Jacqueline Kerr; et al. (IEEE Pervasive Comput., 2017)

rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor. - Rummana Bari; Roy J. Adams; Md. Mahbubur Rahman; Megan Battles Parsons; Eugene H. Buder; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

mORAL: An mHealth Model for Inferring Oral Hygiene Behaviors in-the-wild Using Wrist-worn Inertial Sensors. - Sayma Akther; Nazir Saleheen; Shahin Alan Samiei; Vivek Shetty; Emre Ertin; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Sensitivity, Specificity, Generalizability, and Reusability Aspirations for Machine Learning (ML) Models in mHealth. - Santosh Kumar 001 (HealthDL@MobiSys, 2020)

Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors. - Rummana Bari; Md. Mahbubur Rahman; Nazir Saleheen; Megan Battles Parsons; Eugene H. Buder; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors. - Soujanya Chatterjee; Alexander Moreno; Steven Lloyd Lizotte; Sayma Akther; Emre Ertin; Christopher P. Fagundes; Cho Lam; James M. Rehg; Neng Wan; David W. Wetter; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

SyncWISE: Window Induced Shift Estimation for Synchronization of Video and Accelerometry from Wearable Sensors. - Yun C. Zhang; Shibo Zhang; Miao Liu 007; Elyse R. Daly; Samuel L. Battalio; Santosh Kumar 001; Bonnie Spring; James M. Rehg; Nabil Alshurafa (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Best practices for authors of healthcare-related artificial intelligence manuscripts. - Sujay Kakarmath; Andre Esteva; Rima Arnaout; Hugh Harvey; Santosh Kumar 001; Evan D. Muse; Feng Dong; Leia Wedlund; Joseph C. Kvedar (npj Digit. Medicine, 2020)

WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data. - Nazir Saleheen; Md. Azim Ullah; Supriyo Chakraborty; Deniz S. Ones; Mani B. Srivastava; Santosh Kumar 001 (CCS, 2021)

Transformers for prompt-level EMA non-response prediction. - Supriya Nagesh; Alexander Moreno; Stephanie Marita Carpenter; Jamie Yap; Soujanya Chatterjee; Steven Lloyd Lizotte; Neng Wan; Santosh Kumar 001; Cho Lam; David W. Wetter; Inbal Nahum-Shani; James M. Rehg (CoRR, 2021)

mTeeth: Identifying Brushing Teeth Surfaces Using Wrist-Worn Inertial Sensors. - Sayma Akther; Nazir Saleheen; Mithun Saha; Vivek Shetty; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

Dynamic models of stress-smoking responses based on high-frequency sensor data. - Sahar Hojjatinia; Elyse R. Daly; Timothy Hnat; Syed Monowar Hossain; Santosh Kumar 001; Constantino M. Lagoa; Inbal Nahum-Shani; Shahin Alan Samiei; Bonnie Spring; David E. Conroy (npj Digit. Medicine, 2021)

The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings. - Sunku Kwon; Neng Wan; Ryan D. Burns; Timothy A. Brusseau; Youngwon Kim; Santosh Kumar 001; Emre Ertin; David W. Wetter; Cho Lam; Ming Wen; Wonwoo Byun (Sensors, 2021)

PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation. - Maxwell A. Xu; Alexander Moreno; Supriya Nagesh; Varol Burak Aydemir; David W. Wetter; Santosh Kumar 001; James M. Rehg (NeurIPS, 2022)

mRisk: Continuous Risk Estimation for Smoking Lapse from Noisy Sensor Data with Incomplete and Positive-Only Labels. - Md. Azim Ullah; Soujanya Chatterjee; Christopher P. Fagundes; Cho Lam; Inbal Nahum-Shani; James M. Rehg; David W. Wetter; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables. - Sameer Neupane; Mithun Saha; Nasir Ali; Timothy Hnat; Shahin Alan Samiei; Anandatirtha Nandugudi; David M. Almeida; Santosh Kumar 001 (CHI, 2024)

Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation. - Hui Wei; Maxwell A. Xu; Colin Samplawski; James Matthew Rehg; Santosh Kumar 001; Benjamin M. Marlin (CHIL, 2024)

Wearable Meets LLM for Stress Management: A Duoethnographic Study Integrating Wearable-Triggered Stressors and LLM Chatbots for Personalized Interventions. - Sameer Neupane; Poorvesh Dongre; Denis Gracanin; Santosh Kumar 001 (CHI Extended Abstracts, 2025)

How Many Times Do People Usually Experience Different Kinds of Stressors Each Day? - Sameer Neupane; Mithun Saha; David M. Almeida; Santosh Kumar 001 (CoRR, 2025)

Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications across Lab and Field Settings. - Mithun Saha; Maxwell A. Xu; Wanting Mao; Sameer Neupane; James M. Rehg; Santosh Kumar 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)