Santosh Kumar
Orcid: 0000-0002-9273-0291Affiliations:
- University of Memphis, TN, USA
According to our database1,
Santosh Kumar
authored at least 78 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on d-nb.info
On csauthors.net:
Bibliography
2024
CoRR, 2024
Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
2022
mRisk: Continuous Risk Estimation for Smoking Lapse from Noisy Sensor Data with Incomplete and Positive-Only Labels.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings.
Sensors, 2021
npj Digit. Medicine, 2021
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data.
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021
2020
Best practices for authors of healthcare-related artificial intelligence manuscripts.
npj Digit. Medicine, 2020
SyncWISE: Window Induced Shift Estimation for Synchronization of Video and Accelerometry from Wearable Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Automated Detection of Stressful Conversations Using Wearable Physiological and Inertial Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
Sensitivity, Specificity, Generalizability, and Reusability Aspirations for Machine Learning (ML) Models in mHealth.
Proceedings of the HealthDL@MobiSys 2020, 2020
2019
mORAL: An mHealth Model for Inferring Oral Hygiene Behaviors in-the-wild Using Wrist-worn Inertial Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
2018
rConverse: Moment by Moment Conversation Detection Using a Mobile Respiration Sensor.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
2017
IEEE Pervasive Comput., 2017
mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017
mSelf: Using Mobile Sensors to Self-monitor and Improve Health, Wellness, and Performance.
Proceedings of the 2017 Workshop on Wearable Systems and Applications, 2017
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017
Opportunities and Challenges in Designing Participant-Centric Smoking Cessation System.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data.
Proceedings of the AMIA 2017, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
2016
Learning Shallow Detection Cascades for Wearable Sensor-Based Mobile Health Applications.
CoRR, 2016
Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Ensuring Predictable Contact Opportunity for Scalable Vehicular Internet Access on the Go.
IEEE/ACM Trans. Netw., 2015
J. Am. Medical Informatics Assoc., 2015
Visualization of time-series sensor data to inform the design of just-in-time adaptive stress interventions.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
puffMarker: a multi-sensor approach for pinpointing the timing of first lapse in smoking cessation.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
cStress: towards a gold standard for continuous stress assessment in the mobile environment.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015
2014
Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity.
Proceedings of the IPSN'14, 2014
Assessing the availability of users to engage in just-in-time intervention in the natural environment.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
Are we there yet?: feasibility of continuous stress assessment via wireless physiological sensors.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Seattle, WA, USA, September 17, 2014
2013
Computer, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
AutoWitness: Locating and tracking stolen property while tolerating GPS and radio outages.
ACM Trans. Sens. Networks, 2012
Sparse WiFi Deployment for Vehicular Internet Access With Bounded Interconnection Gap.
IEEE/ACM Trans. Netw., 2012
Research challenges in measuring data for population health to enable predictive modeling for improving healthcare.
SIGHIT Rec., 2012
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012
2011
mConverse: inferring conversation episodes from respiratory measurements collected in the field.
Proceedings of Wireless Health 2011, 2011
AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011
An unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011
Demo abstract: Online detection of speaking from respiratory measurements collected in the natural environment.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
Continuous inference of psychological stress from sensory measurements collected in the natural environment.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
Exploring micro-incentive strategies for participant compensation in high-burden studies.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
IEEE Trans. Mob. Comput., 2010
Proceedings of Wireless Health 2010, 2010
Just-in-time sampling and pre-filtering for wearable physiological sensors: going from days to weeks of operation on a single charge.
Proceedings of Wireless Health 2010, 2010
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010
2009
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Trap Coverage: Allowing Coverage Holes of Bounded Diameter in Wireless Sensor Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
Random vs. Deterministic Deployment of Sensors in the Presence of Failures and Placement Errors.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009
2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
2007
Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007
Reliable density estimates for coverage and connectivity in thin strips of finite length.
Proceedings of the 13th Annual International Conference on Mobile Computing and Networking, 2007
Proceedings of the Fourth International Conference on Broadband Communications, 2007
2006
Proceedings of the 7th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2006
2005
Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2005), 2005
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005
Proceedings of the Distributed Computing in Sensor Systems, 2005