Donna Spruijt-Metz

Orcid: 0000-0002-3884-4300

According to our database1, Donna Spruijt-Metz authored at least 26 papers between 2009 and 2022.

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Bibliography

2022
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data.
CoRR, 2022

BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

2020
Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review.
npj Digit. Medicine, 2020

Transfer Learning for Activity Recognition in Mobile Health.
CoRR, 2020

MFED: A System for Monitoring Family Eating Dynamics.
CoRR, 2020

2019
Estimating Individualized Treatment Regimes from Crossover Designs.
CoRR, 2019

2017
Distant Emotion Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

M^2G: A Monitor of Monitoring Systems with Ground Truth Validation Features for Research-Oriented Residential Applications.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

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

2016
M2FED: Monitoring and Modeling Family Eating Dynamics: Poster Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Comparing backstories of a Socially Assistive Robot exercise buddy for adolescent youth.
Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Formalization of Computational Human Behavior Models for Contextual Persuasive Technology.
Proceedings of the Persuasive Technology - 11th International Conference, 2016

2014
Dynamic Models of Behavior for Just-in-Time Adaptive Interventions.
IEEE Pervasive Comput., 2014

How to train your DragonBot: Socially assistive robots for teaching children about nutrition through play.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

2013
Hierarchical linear models for energy prediction using inertial sensors: a comparative study for treadmill walking.
J. Ambient Intell. Humaniz. Comput., 2013

A glanceable mobile avatar for behavior change.
Proceedings of the Wireless Health 2013, 2013

Avatar Interfaces for Biobehavioral Feedback.
Proceedings of the Design, User Experience, and Usability. Health, Learning, Playing, Cultural, and Cross-Cultural User Experience, 2013

2012
KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring.
ACM Trans. Embed. Comput. Syst., 2012

KNOWME: a case study in wireless body area sensor network design.
IEEE Commun. Mag., 2012

2011
Optimal Time-Resource Allocation for Energy-Efficient Physical Activity Detection.
IEEE Trans. Signal Process., 2011

Determining Energy Expenditure From Treadmill Walking Using Hip-Worn Inertial Sensors: An Experimental Study.
IEEE Trans. Biomed. Eng., 2011

Towards a generalized regression model for on-body energy prediction from treadmill walking.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Toward free-living walking speed estimation using Gaussian Process-based Regression with on-body accelerometers and gyroscopes.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

2009
Optimal Allocation of Time-Resources for Multihypothesis Activity-Level Detection.
Proceedings of the Distributed Computing in Sensor Systems, 2009

Optimal time-resource allocation for activity-detection via multimodal sensing.
Proceedings of the 4th International ICST Conference on Body Area Networks, 2009


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