Santosh Kumar

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 29

Top Topics

Physical Activity

Cerebral Cortex

Smoking Cessation

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

npj Digit. Medicine

Publications

Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin
Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation. CoRR (2024)
Sameer Neupane, Mithun Saha, Nasir Ali, Timothy Hnat, Shahin Alan Samiei, Anandatirtha Nandugudi, David M. Almeida, Santosh Kumar
Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables. CoRR (2024)
Sameer Neupane, Mithun Saha, Nasir Ali, Timothy Hnat, Shahin Alan Samiei, Anandatirtha Nandugudi, David M. Almeida, Santosh Kumar
Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables. CHI (2024)
Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation. CoRR (2022)
Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, Varol Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation. NeurIPS (2022)
Md. Azim Ullah, Soujanya Chatterjee, Christopher P. Fagundes, Cho Lam, Inbal Nahum-Shani, James M. Rehg, David W. Wetter, Santosh Kumar
mRisk: Continuous Risk Estimation for Smoking Lapse from Noisy Sensor Data with Incomplete and Positive-Only Labels. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (3) (2022)
Sayma Akther, Nazir Saleheen, Mithun Saha, Vivek Shetty, Santosh Kumar
mTeeth: Identifying Brushing Teeth Surfaces Using Wrist-Worn Inertial Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Sunku Kwon, Neng Wan, Ryan D. Burns, Timothy A. Brusseau, Youngwon Kim, Santosh Kumar, Emre Ertin, David W. Wetter, Cho Lam, Ming Wen, Wonwoo Byun
The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings. Sensors 21 (4) (2021)
Sahar Hojjatinia, Elyse R. Daly, Timothy Hnat, Syed Monowar Hossain, Santosh Kumar, Constantino M. Lagoa, Inbal Nahum-Shani, Shahin Alan Samiei, Bonnie Spring, David E. Conroy
Dynamic models of stress-smoking responses based on high-frequency sensor data. npj Digit. Medicine 4 (2021)
Supriya Nagesh, Alexander Moreno, Stephanie M. Carpenter, Jamie Yap, Soujanya Chatterjee, Steven Lloyd Lizotte, Neng Wan, Santosh Kumar, Cho Lam, David W. Wetter, Inbal Nahum-Shani, James M. Rehg
Transformers for prompt-level EMA non-response prediction. CoRR (2021)
Nazir Saleheen, Md. Azim Ullah, Supriyo Chakraborty, Deniz S. Ones, Mani B. Srivastava, Santosh Kumar
WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data. CCS (2021)
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
SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Sujay Kakarmath, Andre Esteva, Rima Arnaout, Hugh Harvey, Santosh Kumar, Evan Muse, Feng Dong, Leia Wedlund, Joseph C. Kvedar
Best practices for authors of healthcare-related artificial intelligence manuscripts. npj Digit. Medicine 3 (2020)
Rummana Bari, Md. Mahbubur Rahman, Nazir Saleheen, Megan Battles Parsons, Eugene H. Buder, Santosh Kumar
Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Yun C. Zhang, Shibo Zhang, Miao Liu, Elyse Daly, Samuel Battalio, Santosh Kumar, Bonnie Spring, James M. Rehg, Nabil Alshurafa
SyncWISE: Window Induced Shift Estimation for Synchronization of Video and Accelerometry from Wearable Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Sayma Akther, Nazir Saleheen, Shahin Alan Samiei, Vivek Shetty, Emre Ertin, Santosh Kumar
mORAL: An mHealth Model for Inferring Oral Hygiene Behaviors in-the-wild Using Wrist-worn Inertial Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Rummana Bari, Roy J. Adams, Md. Mahbubur Rahman, Megan Battles Parsons, Eugene H. Buder, Santosh Kumar
rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Syed Monowar Hossain, Timothy Hnat, Nazir Saleheen, Nusrat Jahan Nasrin, Joseph Noor, Bo-Jhang Ho, Tyson Condie, Mani B. Srivastava, Santosh Kumar
mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. SenSys (2017)
Elizabeth D. Mynatt, Gregory D. Hager, Santosh Kumar, Ming Lin, Shwetak N. Patel, Jack A. Stankovic, Helen V. Wright
Research Opportunities and Visions for Smart and Pervasive Health. CoRR (2017)
Blake Wagner III, Elaine Liu, Steven D. Shaw, Gleb Iakovlev, Linlu Zhou, Christina N. Harrington, Gregory D. Abowd, Carolyn Yoon, Santosh Kumar, Susan A. Murphy, Bonnie Spring, Inbal Nahum-Shani
wrapper: operationalizing engagement strategies in mHealth. UbiComp/ISWC Adjunct (2017)
Moushumi Sharmin, Theodore Weber, Hillol Sarker, Nazir Saleheen, Santosh Kumar, Shameem Ahmed, Mustafa al'Absi
Opportunities and Challenges in Designing Participant-Centric Smoking Cessation System. COMPSAC (1) (2017)
Timothy Hnat, Syed Monowar Hossain, Nasir Ali, Simona Carini, Tyson Condie, Ida Sim, Mani B. Srivastava, Santosh Kumar
mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data. AMIA (2017)
Santosh Kumar, 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, Benjamin M. Marlin, Susan A. Murphy, James M. Rehg, Inbal Nahum-Shani, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). IEEE Pervasive Comput. 16 (2) (2017)
Roy J. Adams, Nazir Saleheen, Edison Thomaz, Abhinav Parate, Santosh Kumar, Benjamin M. Marlin
Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams. ICML (2016)
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, Santosh Kumar
mCrave: continuous estimation of craving during smoking cessation. UbiComp (2016)
David Kotz, Carl A. Gunter, Santosh Kumar, Jonathan P. Weiner
Privacy and Security in Mobile Health: A Research Agenda. Computer 49 (6) (2016)
Nazir Saleheen, Supriyo Chakraborty, Nasir Ali, Md. Mahbubur Rahman, Syed Monowar Hossain, Rummana Bari, Eugene H. Buder, Mani B. Srivastava, Santosh Kumar
mSieve: differential behavioral privacy in time series of mobile sensor data. UbiComp (2016)
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
Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data. CHI (2016)
Hamid Dadkhahi, Nazir Saleheen, Santosh Kumar, Benjamin M. Marlin
Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications. CoRR (2016)
Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar
Ensuring Predictable Contact Opportunity for Scalable Vehicular Internet Access on the Go. IEEE/ACM Trans. Netw. 23 (3) (2015)
Moushumi Sharmin, Andrew Raij, David Epstien, Inbal Nahum-Shani, J. Gayle Beck, Sudip Vhaduri, Kenzie Preston, Santosh Kumar
Visualization of time-series sensor data to inform the design of just-in-time adaptive stress interventions. UbiComp (2015)
Karen Hovsepian, Mustafa al'Absi, Emre Ertin, Thomas Kamarck, Motohiro Nakajima, Santosh Kumar
cStress: towards a gold standard for continuous stress assessment in the mobile environment. UbiComp (2015)
Santosh Kumar, 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, Benjamin M. Marlin, Clay B. Marsh, Susan A. Murphy, Inbal Nahum-Shani, Kevin Patrick, James M. Rehg, Moushumi Sharmin, Vivek Shetty, Ida Sim, Bonnie Spring, Mani B. Srivastava, David W. Wetter
Center of excellence for mobile sensor data-to-knowledge (MD2K). J. Am. Medical Informatics Assoc. 22 (6) (2015)
Nazir Saleheen, Amin Ahsan Ali, Syed Monowar Hossain, Hillol Sarker, Soujanya Chatterjee, Benjamin M. Marlin, Emre Ertin, Mustafa al'Absi, Santosh Kumar
puffMarker: a multi-sensor approach for pinpointing the timing of first lapse in smoking cessation. UbiComp (2015)
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, J. Gayle Beck, Satish Kedia, Kenneth D. Ward, Mustafa al'Absi, Santosh Kumar
Are we there yet?: feasibility of continuous stress assessment via wireless physiological sensors. BCB (2014)
Syed Monowar Hossain, Amin Ahsan Ali, Md. Mahbubur Rahman, Emre Ertin, David H. Epstein, Ashley Kennedy, Kenzie Preston, Annie Umbricht, Yixin Chen, Santosh Kumar
Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity. IPSN (2014)
Sudip Vhaduri, Amin Ahsan Ali, Moushumi Sharmin, Karen Hovsepian, Santosh Kumar
Estimating Drivers' Stress from GPS Traces. AutomotiveUI (2014)
Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar
Ensuring Predictable Contact Opportunity for Scalable Vehicular Internet Access On the Go. CoRR (2014)
Hillol Sarker, Moushumi Sharmin, Amin Ahsan Ali, Md. Mahbubur Rahman, Rummana Bari, Syed Monowar Hossain, Santosh Kumar
Assessing the availability of users to engage in just-in-time intervention in the natural environment. UbiComp (2014)
Santosh Kumar, Wendy Nilsen, Misha Pavel, Mani B. Srivastava
Mobile Health: Revolutionizing Healthcare Through Transdisciplinary Research. Computer 46 (1) (2013)
Ju Gao, Emre Ertin, Santosh Kumar, Mustafa al'Absi
Contactless sensing of physiological signals using wideband RF probes. ACSSC (2013)
Amin Ahsan Ali, Syed Monowar Hossain, Karen Hovsepian, Md. Mahbubur Rahman, Kurt Plarre, Santosh Kumar
mPuff: automated detection of cigarette smoking puffs from respiration measurements. IPSN (2012)
Santanu Guha, Kurt Plarre, Daniel Lissner, Somnath Mitra, Bhagavathy Krishna, Prabal Dutta, Santosh Kumar
AutoWitness: Locating and tracking stolen property while tolerating GPS and radio outages. ACM Trans. Sens. Networks 8 (4) (2012)
Bruce R. Schatz, Clay B. Marsh, David Gustafson, Kevin Patrick, Jerry A. Krishnan, Santosh Kumar, Noshir S. Contractor
Research challenges in measuring data for population health to enable predictive modeling for improving healthcare. SIGHIT Rec. 2 (2) (2012)
Zizhan Zheng, Prasun Sinha, Santosh Kumar
Sparse WiFi Deployment for Vehicular Internet Access With Bounded Interconnection Gap. IEEE/ACM Trans. Netw. 20 (3) (2012)
Md. Mahbubur Rahman, Amin Ahsan Ali, Kurt Plarre, Mustafa al'Absi, Emre Ertin, Santosh Kumar
mConverse: inferring conversation episodes from respiratory measurements collected in the field. Wireless Health (2011)
Md. Mahbubur Rahman, Amin Ahsan Ali, Andrew Raij, Mustafa al'Absi, Emre Ertin, Santosh Kumar
Demo abstract: Online detection of speaking from respiratory measurements collected in the natural environment. IPSN (2011)
Mohamed Musthag, Andrew Raij, Deepak Ganesan, Santosh Kumar, Saul Shiffman
Exploring micro-incentive strategies for participant compensation in high-burden studies. UbiComp (2011)
Kurt Plarre, Andrew Raij, Syed Monowar Hossain, Amin Ahsan Ali, Motohiro Nakajima, Mustafa al'Absi, Emre Ertin, Thomas Kamarck, Santosh Kumar, Marcia Scott, Daniel P. Siewiorek, Asim Smailagic, Lorentz E. Wittmers
Continuous inference of psychological stress from sensory measurements collected in the natural environment. IPSN (2011)
Emre Ertin, Nathan Stohs, Santosh Kumar, Andrew Raij, Mustafa al'Absi, Siddharth Shah
AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. SenSys (2011)
Andrew Raij, Animikh Ghosh, Santosh Kumar, Mani B. Srivastava
Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment. CHI (2011)
Emre Ertin, Andrew Raij, Nathan Stohs, Mustafa al'Absi, Santosh Kumar, Somnath Mitra
An unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. SenSys (2011)
Santanu Guha, Kurt Plarre, Daniel Lissner, Somnath Mitra, Bhagavathy Krishna, Prabal Dutta, Santosh Kumar
AutoWitness: locating and tracking stolen property while tolerating GPS and radio outages. SenSys (2010)
Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar
Maximizing the Contact Opportunity for Vehicular Internet Access. INFOCOM (2010)
Nan Hua, Ashwin Lall, Justin K. Romberg, Jun (Jim) Xu, Mustafa al'Absi, Emre Ertin, Santosh Kumar, Shikhar Suri
Just-in-time sampling and pre-filtering for wearable physiological sensors: going from days to weeks of operation on a single charge. Wireless Health (2010)
Ai Chen, Santosh Kumar, Ten-Hwang Lai
Local Barrier Coverage in Wireless Sensor Networks. IEEE Trans. Mob. Comput. 9 (4) (2010)
Santosh Kumar, Ten-Hwang Lai, Marc E. Posner, Prasun Sinha
Maximizing the Lifetime of a Barrier of Wireless Sensors. IEEE Trans. Mob. Comput. 9 (8) (2010)
Kurt Plarre, Andrew Raij, Santanu Guha, Mustafa al'Absi, Emre Ertin, Santosh Kumar
Automated detection of sensor detachments for physiological sensing in the wild. Wireless Health (2010)
Zizhan Zheng, Prasun Sinha, Santosh Kumar
Alpha Coverage: Bounding the Interconnection Gap for Vehicular Internet Access. INFOCOM (2009)
Paul Balister, Santosh Kumar
Random vs. Deterministic Deployment of Sensors in the Presence of Failures and Placement Errors. INFOCOM (2009)
Somnath Mitra, Zizhan Zheng, Santanu Guha, Animikh Ghosh, Prabal Dutta, Bhagavathy Krishna, Kurt Plarre, Santosh Kumar, Prasun Sinha
An affordable, long-lasting, and autonomous theft detection and tracking system. SenSys (2009)
Paul Balister, Zizhan Zheng, Santosh Kumar, Prasun Sinha
Trap Coverage: Allowing Coverage Holes of Bounded Diameter in Wireless Sensor Networks. INFOCOM (2009)
Santosh Kumar, Ten-Hwang Lai, József Balogh
On k-coverage in a mostly sleeping sensor network. Wirel. Networks 14 (3) (2008)
Santosh Kumar, Ten-Hwang Lai, Marc E. Posner, Prasun Sinha
Optimal sleep-wakeup algorithms for barriers of wireless sensors. BROADNETS (2007)
Ai Chen, Santosh Kumar, Ten-Hwang Lai
Designing localized algorithms for barrier coverage. MobiCom (2007)
Santosh Kumar, Ten-Hwang Lai, Anish Arora
Barrier coverage with wireless sensors. Wirel. Networks 13 (6) (2007)
Paul Balister, Béla Bollobás, Amites Sarkar, Santosh Kumar
Reliable density estimates for coverage and connectivity in thin strips of finite length. MobiCom (2007)
Xiaole Bai, Santosh Kumar, Dong Xuan, Ziqiu Yun, Ten-Hwang Lai
Deploying wireless sensors to achieve both coverage and connectivity. MobiHoc (2006)
Anish Arora, Rajiv Ramnath, Prasun Sinha, Emre Ertin, Sandip Bapat, Vinayak Naik, Vinod Kulathumani, Hongwei Zhang, Mukundan Sridharan, Santosh Kumar, Hui Cao, Nick Seddon, Chris Anderson, Ted Herman, Chen Zhang, Nishank Trivedi, Mohamed G. Gouda, Young-ri Choi, Mikhail Nesterenko, Romil Shah, Sandeep S. Kulkarni, Mahesh Aramugam, Limin Wang, David E. Culler, Prabal Dutta, Cory Sharp, Gilman Tolle, Mike Grimmer, Bill Ferriera, Ken Parker
Project ExScal (Short Abstract). DCOSS (2005)
Santosh Kumar, Ten-Hwang Lai, Anish Arora
Barrier coverage with wireless sensors. MobiCom (2005)
Santosh Kumar, Anish Arora, Ten-Hwang Lai
On the lifetime analysis of always-on wireless sensor network applications. MASS (2005)
Anish Arora, Rajiv Ramnath, Emre Ertin, Prasun Sinha, Sandip Bapat, Vinayak Naik, Vinod Kulathumani, Hongwei Zhang, Hui Cao, Mukundan Sridharan, Santosh Kumar, Nick Seddon, Chris Anderson, Ted Herman, Nishank Trivedi, Chen Zhang, Mikhail Nesterenko, Romil Shah, Sandeep S. Kulkarni, Mahesh Aramugam, Limin Wang, Mohamed G. Gouda, Young-ri Choi, David E. Culler, Prabal Dutta, Cory Sharp, Gilman Tolle, Mike Grimmer, Bill Ferriera, Ken Parker
ExScal: Elements of an Extreme Scale Wireless Sensor Network. RTCSA (2005)
Santosh Kumar, Ten-Hwang Lai, József Balogh
On k-coverage in a mostly sleeping sensor network. MobiCom (2004)