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Santosh Kumar 0001
Person information
- affiliation: University of Memphis, TN, USA
Other persons with the same name
- Santosh Kumar — disambiguation page
- Santosh Kumar 0002 — Indian Institute of Technology Bombay, Mumbai, India
- Santosh Kumar 0003
— Shiv Nadar University, Department of Physics, Gautam Buddha Nagar, India (and 1 more)
- Santosh Kumar 0004
- Santosh Kumar 0005
- Santosh Kumar 0006
- Santosh Kumar 0007
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2020 – today
- 2024
- [c46]Sameer Neupane
Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables. CHI 2024: 809:1-809:19 - [i7]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 abs/2401.16307 (2024) - [i6]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 abs/2406.18848 (2024) - 2022
- [j22]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): 143:1-143:29 (2022) - [c45]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 - [i5]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 abs/2212.07514 (2022) - 2021
- [j21]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): 53:1-53:25 (2021) - [j20]Sahar Hojjatinia
Dynamic models of stress-smoking responses based on high-frequency sensor data. npj Digit. Medicine 4 (2021) - [j19]Sunku Kwon
The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings. Sensors 21(4): 1411 (2021) - [c44]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: 2807-2823 - [i4]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 abs/2111.01193 (2021) - 2020
- [j18]Soujanya Chatterjee, Alexander Moreno, Steven Lloyd Lizotte, Sayma Akther, Emre Ertin, Christopher P. Fagundes, Cho Lam, James M. Rehg, Neng Wan
SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 4:1-4:26 (2020) - [j17]Yun C. Zhang, Shibo Zhang, Miao Liu, Elyse R. Daly, Samuel L. 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): 107:1-107:26 (2020) - [j16]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): 117:1-117:23 (2020) - [j15]Sujay Kakarmath, Andre Esteva
Best practices for authors of healthcare-related artificial intelligence manuscripts. npj Digit. Medicine 3 (2020) - [c43]Santosh Kumar:
Sensitivity, Specificity, Generalizability, and Reusability Aspirations for Machine Learning (ML) Models in mHealth. HealthDL@MobiSys 2020: 1
2010 – 2019
- 2019
- [j14]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): 1:1-1:25 (2019) - 2018
- [j13]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): 2:1-2:27 (2018) - 2017
- [j12]Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, Duen Horng Chau
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K). IEEE Pervasive Comput. 16(2): 18-22 (2017) - [c42]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 - [c41]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: 835-844 - [c40]Blake Wagner III, Elaine Liu, Steven D. Shaw
ewrapper: operationalizing engagement strategies in mHealth. UbiComp/ISWC Adjunct 2017: 790-798 - [c39]Santosh Kumar:
mSelf: Using Mobile Sensors to Self-monitor and Improve Health, Wellness, and Performance. WearSys@MobiSys 2017: 1 - [c38]Syed Monowar Hossain, Timothy Hnat, Nazir Saleheen, Nusrat Jahan Nasrin, Joseph Noor, Bo-Jhang Ho, Tyson Condie, Mani B. Srivastava
mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. SenSys 2017: 7:1-7:14 - [p9]Santosh Kumar, James M. Rehg, Susan A. Murphy:
Introduction to Part I: mHealth Applications and Tools. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 3-6 - [p8]Md. Mahbubur Rahman, Nasir Ali, Rummana Bari, Nazir Saleheen, Mustafa al'Absi, Emre Ertin, Ashley Kennedy, Kenzie L. Preston, Santosh Kumar:
mDebugger: Assessing and Diagnosing the Fidelity and Yield of Mobile Sensor Data. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 121-143 - [p7]Santosh Kumar, James M. Rehg, Susan A. Murphy:
Introduction to Part II: Sensors to mHealth Markers. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 147-150 - [p6]Ju Gao, Siddharth Baskar, Diyan Teng, Mustafa al'Absi, Santosh Kumar, Emre Ertin
A New Direction for Biosensing: RF Sensors for Monitoring Cardio-Pulmonary Function. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 289-312 - [p5]James M. Rehg, Susan A. Murphy, Santosh Kumar:
Introduction to Part III: Markers to mHealth Predictors. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 345-348 - [p4]Hillol Sarker, Karen Hovsepian, Soujanya Chatterjee, Inbal Nahum-Shani, Susan A. Murphy, Bonnie Spring, Emre Ertin, Mustafa al'Absi, Motohiro Nakajima
From Markers to Interventions: The Case of Just-in-Time Stress Intervention. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 411-433 - [p3]Susan A. Murphy, James M. Rehg, Santosh Kumar:
Introduction to Part IV: Predictors to mHealth Interventions. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 437-441 - [p2]Wendy Nilsen, Emre Ertin, Eric B. Hekler
Modeling Opportunities in mHealth Cyber-Physical Systems. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 443-453 - [e2]James M. Rehg, Susan A. Murphy, Santosh Kumar:
Mobile Health - Sensors, Analytic Methods, and Applications. Springer 2017, ISBN 978-3-319-51393-5 [contents] - [i3]Elizabeth D. Mynatt, Gregory D. Hager, Santosh Kumar, Ming C. Lin, Shwetak N. Patel, Jack A. Stankovic, Helen V. Wright:
Research Opportunities and Visions for Smart and Pervasive Health. CoRR abs/1706.09372 (2017) - 2016
- [j11]David Kotz
Privacy and Security in Mobile Health: A Research Agenda. Computer 49(6): 22-30 (2016) - [c37]Hillol Sarker, Matthew Tyburski, Md. Mahbubur Rahman, Karen Hovsepian, Moushumi Sharmin, David H. Epstein, Kenzie L. Preston, C. Debra Furr-Holden, Adam Milam
Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data. CHI 2016: 4489-4501 - [c36]Nazir Saleheen, Supriyo Chakraborty, Nasir Ali, Md. Mahbubur Rahman, Syed Monowar Hossain, Rummana Bari, Eugene H. Buder, Mani B. Srivastava
mSieve: differential behavioral privacy in time series of mobile sensor data. UbiComp 2016: 706-717 - [c35]Soujanya Chatterjee, Karen Hovsepian, Hillol Sarker, Nazir Saleheen, Mustafa al'Absi, Gowtham Atluri, Emre Ertin, Cho Lam, Andrine Lemieux
mCrave: continuous estimation of craving during smoking cessation. UbiComp 2016: 863-874 - [c34]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: 334-343 - [i2]Hamid Dadkhahi, Nazir Saleheen, Santosh Kumar, Benjamin M. Marlin:
Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications. CoRR abs/1607.03730 (2016) - 2015
- [j10]Santosh Kumar, Gregory D. Abowd, William T. Abraham, Mustafa al'Absi, J. Gayle Beck, Duen Horng Chau
Center of excellence for mobile sensor data-to-knowledge (MD2K). J. Am. Medical Informatics Assoc. 22(6): 1137-1142 (2015) - [j9]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): 768-781 (2015) - [c33]Karen Hovsepian, Mustafa al'Absi, Emre Ertin, Thomas Kamarck, Motohiro Nakajima
cStress: towards a gold standard for continuous stress assessment in the mobile environment. UbiComp 2015: 493-504 - [c32]Moushumi Sharmin, Andrew Raij
Visualization of time-series sensor data to inform the design of just-in-time adaptive stress interventions. UbiComp 2015: 505-516 - [c31]Nazir Saleheen, Amin Ahsan Ali, Syed Monowar Hossain, Hillol Sarker, Soujanya Chatterjee, Benjamin M. Marlin
puffMarker: a multi-sensor approach for pinpointing the timing of first lapse in smoking cessation. UbiComp 2015: 999-1010 - 2014
- [c30]Sudip Vhaduri, Amin Ahsan Ali, Moushumi Sharmin, Karen Hovsepian, Santosh Kumar:
Estimating Drivers' Stress from GPS Traces. AutomotiveUI 2014: 20:1-20:8 - [c29]Md. Mahbubur Rahman, Rummana Bari, Amin Ahsan Ali, Moushumi Sharmin, Andrew Raij
Are we there yet?: feasibility of continuous stress assessment via wireless physiological sensors. BCB 2014: 479-488 - [c28]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: 909-920 - [c27]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: 71-82 - [i1]Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar:
Ensuring Predictable Contact Opportunity for Scalable Vehicular Internet Access On the Go. CoRR abs/1401.0781 (2014) - 2013
- [j8]Santosh Kumar, Wendy Nilsen, Misha Pavel, Mani B. Srivastava
Mobile Health: Revolutionizing Healthcare Through Transdisciplinary Research. Computer 46(1): 28-35 (2013) - [c26]Ju Gao, Emre Ertin, Santosh Kumar, Mustafa al'Absi:
Contactless sensing of physiological signals using wideband RF probes. ACSSC 2013: 86-90 - 2012
- [j7]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): 36-41 (2012) - [j6]Zizhan Zheng, Prasun Sinha, Santosh Kumar:
Sparse WiFi Deployment for Vehicular Internet Access With Bounded Interconnection Gap. IEEE/ACM Trans. Netw. 20(3): 956-969 (2012) - [j5]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): 31:1-31:28 (2012) - [c25]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: 269-280 - 2011
- [c24]Andrew Raij
Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment. CHI 2011: 11-20 - [c23]Mohamed Musthag, Andrew Raij
Exploring micro-incentive strategies for participant compensation in high-burden studies. UbiComp 2011: 435-444 - [c22]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: 97-108 - [c21]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: 137-138 - [c20]Emre Ertin, Nathan Stohs, Santosh Kumar, Andrew Raij
AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. SenSys 2011: 274-287 - [c19]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: 437-438 - [c18]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: 10 - [e1]Raghu K. Ganti, Santosh Kumar, Kenneth L. Watkin:
Proceedings of the First ACM Workshop on Mobile Systems, Applications, and Services for Healthcare, mHealthSys '11, Seattle, Washington, USA, November 1, 2011. ACM 2011, ISBN 978-1-4503-0684-3 [contents] - 2010
- [j4]Ai Chen, Santosh Kumar, Ten-Hwang Lai:
Local Barrier Coverage in Wireless Sensor Networks. IEEE Trans. Mob. Comput. 9(4): 491-504 (2010) - [j3]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): 1161-1172 (2010) - [c17]Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar:
Maximizing the Contact Opportunity for Vehicular Internet Access. INFOCOM 2010: 1109-1117 - [c16]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: 29-42 - [c15]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: 54-63 - [c14]Kurt Plarre, Andrew Raij
Automated detection of sensor detachments for physiological sensing in the wild. Wireless Health 2010: 216-217
2000 – 2009
- 2009
- [c13]Paul Balister, Zizhan Zheng, Santosh Kumar, Prasun Sinha:
Trap Coverage: Allowing Coverage Holes of Bounded Diameter in Wireless Sensor Networks. INFOCOM 2009: 136-144 - [c12]Zizhan Zheng, Prasun Sinha, Santosh Kumar:
Alpha Coverage: Bounding the Interconnection Gap for Vehicular Internet Access. INFOCOM 2009: 2831-2835 - [c11]Paul Balister, Santosh Kumar:
Random vs. Deterministic Deployment of Sensors in the Presence of Failures and Placement Errors. INFOCOM 2009: 2896-2900 - [c10]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: 351-352 - 2008
- [j2]Santosh Kumar, Ten-Hwang Lai, József Balogh:
On k-coverage in a mostly sleeping sensor network. Wirel. Networks 14(3): 277-294 (2008) - [p1]Santosh Kumar, Lan Wang:
Ad Hoc and Sensor Networks. Wiley Encyclopedia of Computer Science and Engineering 2008 - 2007
- [j1]Santosh Kumar, Ten-Hwang Lai, Anish Arora:
Barrier coverage with wireless sensors. Wirel. Networks 13(6): 817-834 (2007) - [c9]Santosh Kumar, Ten-Hwang Lai, Marc E. Posner, Prasun Sinha:
Optimal sleep-wakeup algorithms for barriers of wireless sensors. BROADNETS 2007: 327-336 - [c8]Ai Chen, Santosh Kumar, Ten-Hwang Lai:
Designing localized algorithms for barrier coverage. MobiCom 2007: 63-74 - [c7]Paul Balister, Béla Bollobás, Amites Sarkar, Santosh Kumar:
Reliable density estimates for coverage and connectivity in thin strips of finite length. MobiCom 2007: 75-86 - 2006
- [c6]Xiaole Bai, Santosh Kumar, Dong Xuan, Ziqiu Yun, Ten-Hwang Lai:
Deploying wireless sensors to achieve both coverage and connectivity. MobiHoc 2006: 131-142 - 2005
- [c5]Anish Arora, Rajiv Ramnath, Prasun Sinha, Emre Ertin, Sandip Bapat, Vinayak Naik
Project ExScal (Short Abstract). DCOSS 2005: 393-394 - [c4]Santosh Kumar, Anish Arora, Ten-Hwang Lai:
On the lifetime analysis of always-on wireless sensor network applications. MASS 2005 - [c3]Santosh Kumar, Ten-Hwang Lai, Anish Arora:
Barrier coverage with wireless sensors. MobiCom 2005: 284-298 - [c2]Anish Arora, Rajiv Ramnath, Emre Ertin, Prasun Sinha, Sandip Bapat, Vinayak Naik
ExScal: Elements of an Extreme Scale Wireless Sensor Network. RTCSA 2005: 102-108 - 2004
- [c1]Santosh Kumar, Ten-Hwang Lai, József Balogh:
On k-coverage in a mostly sleeping sensor network. MobiCom 2004: 144-158
Coauthor Index
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