Santosh Kumar

Orcid: 0000-0002-9273-0291

Affiliations:
  • University of Memphis, TN, USA


According to our database1, Santosh Kumar authored at least 78 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of three.
  • Erdős number3 of two.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2024
Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation.
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

PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation.
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

Dynamic models of stress-smoking responses based on high-frequency sensor data.
npj Digit. Medicine, 2021

mTeeth: Identifying Brushing Teeth Surfaces Using Wrist-Worn Inertial Sensors.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Transformers for prompt-level EMA non-response prediction.
CoRR, 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

SmokingOpp: Detecting the Smoking 'Opportunity' Context Using Mobile Sensors.
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
Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).
IEEE Pervasive Comput., 2017

Research Opportunities and Visions for Smart and Pervasive Health.
CoRR, 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

<i>e</i>wrapper: operationalizing engagement strategies in mHealth.
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

From Markers to Interventions: The Case of Just-in-Time Stress Intervention.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part III: Markers to mHealth Predictors.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

mDebugger: Assessing and Diagnosing the Fidelity and Yield of Mobile Sensor Data.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Modeling Opportunities in mHealth Cyber-Physical Systems.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part IV: Predictors to mHealth Interventions.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

A New Direction for Biosensing: RF Sensors for Monitoring Cardio-Pulmonary Function.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part II: Sensors to mHealth Markers.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Introduction to Part I: mHealth Applications and Tools.
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

Privacy and Security in Mobile Health: A Research Agenda.
Computer, 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

mSieve: differential behavioral privacy in time series of mobile sensor data.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

mCrave: continuous estimation of craving during smoking cessation.
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

Center of excellence for mobile sensor data-to-knowledge (MD2K).
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

Estimating Drivers' Stress from GPS Traces.
Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Seattle, WA, USA, September 17, 2014

2013
Mobile Health: Revolutionizing Healthcare Through Transdisciplinary Research.
Computer, 2013

Contactless sensing of physiological signals using wideband RF probes.
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

mPuff: automated detection of cigarette smoking puffs from respiration measurements.
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
Maximizing the Lifetime of a Barrier of Wireless Sensors.
IEEE Trans. Mob. Comput., 2010

Local Barrier Coverage in Wireless Sensor Networks.
IEEE Trans. Mob. Comput., 2010

Automated detection of sensor detachments for physiological sensing in the wild.
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

Maximizing the Contact Opportunity for Vehicular Internet Access.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

2009
An affordable, long-lasting, and autonomous theft detection and tracking system.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

Alpha Coverage: Bounding the Interconnection Gap for Vehicular Internet Access.
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
Ad Hoc and Sensor Networks.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

On k-coverage in a mostly sleeping sensor network.
Wirel. Networks, 2008

2007
Barrier coverage with wireless sensors.
Wirel. Networks, 2007

Designing localized algorithms for barrier coverage.
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

Optimal sleep-wakeup algorithms for barriers of wireless sensors.
Proceedings of the Fourth International Conference on Broadband Communications, 2007

2006
Deploying wireless sensors to achieve both coverage and connectivity.
Proceedings of the 7th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2006

2005

On the lifetime analysis of always-on wireless sensor network applications.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005



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