Donna Spruijt-Metz

29 papers B 6Misc 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review.
Frontiers Digit. Health
Claire R. van Genugten, Melissa S. Y. Thong, Wouter van Ballegooijen, Annet Kleiboer, Donna Spruijt-Metz, Arnout C. Smit, Mirjam A. G. Sprangers, Yannik Terhorst, Heleen Riper
2024 J jnl
Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach.
J. Biomed. Informatics
Steven De La Torre, Mohamed El Mistiri, Eric B. Hekler, Predrag Klasnja, Benjamin M. Marlin, Misha Pavel, Donna Spruijt-Metz, Daniel E. Rivera
2022 J jnl
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data.
CoRR
Karine Tung, Steven De La Torre, Mohamed El Mistiri, Rebecca Braga De Braganca, Eric B. Hekler, Misha Pavel, Daniel E. Rivera, Pedja Klasnja, Donna Spruijt-Metz, Benjamin M. Marlin
2022 B conf
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
CHASE
Karine Tung, Steven De La Torre, Mohamed El Mistiri, Rebecca Braga De Braganca, Eric B. Hekler, Misha Pavel, Daniel E. Rivera, Pedja Klasnja, Donna Spruijt-Metz, Benjamin M. Marlin
2022 — conf
Grand Challenges for Personal Informatics and AI.
CHI Extended Abstracts
Lena Mamykina, Daniel A. Epstein, Predrag V. Klasnja, Donna Spruijt-Metz, Jochen Meyer, Mary Czerwinski, Tim Althoff, Eun Kyoung Choe, Munmun De Choudhury, Brian Y. Lim
2020 J jnl
Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review.
npj Digit. Medicine
Brooke Bell, Ridwan Alam, Nabil Alshurafa, Edison Thomaz, Md. Abu Sayeed Mondol, Kayla de la Haye, John A. Stankovic, John C. Lach, Donna Spruijt-Metz
2020 J jnl
MFED: A System for Monitoring Family Eating Dynamics.
CoRR
Md. Abu Sayeed Mondol, Brooke Bell, Meiyi Ma, Ridwan Alam, Ifat Afrin Emi, Sarah Masud Preum, Kayla de la Haye, Donna Spruijt-Metz, John C. Lach, John A. Stankovic
2020 J jnl
Transfer Learning for Activity Recognition in Mobile Health.
CoRR
Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh
2019 J jnl
Estimating Individualized Treatment Regimes from Crossover Designs.
CoRR
Crystal T. Nguyen, Daniel J. Luckett, Anna R. Kahkoska, Grace E. Shearrer, Donna Spruijt-Metz, Jaimie N. Davis, Michael R. Kosorok
2017 J jnl
Distant Emotion Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Asif Salekin, Zeya Chen, Mohsin Y. Ahmed, John C. Lach, Donna Spruijt-Metz, Kayla de la Haye, Brooke Bell, John A. Stankovic
2017 B conf
M^2G: A Monitor of Monitoring Systems with Ground Truth Validation Features for Research-Oriented Residential Applications.
MASS
Meiyi Ma, Ridwan Alam, Brooke Bell, Kayla de la Haye, Donna Spruijt-Metz, John C. Lach, John A. Stankovic
2017 — ch.
Modeling Opportunities in mHealth Cyber-Physical Systems.
Mobile Health - Sensors, Analytic Methods, and Applications
Wendy Nilsen, Emre Ertin, Eric B. Hekler, Santosh Kumar, Insup Lee, Rahul Mangharam, Misha Pavel, James M. Rehg, William T. Riley, Daniel E. Rivera, Donna Spruijt-Metz
2016 B conf
Comparing backstories of a Socially Assistive Robot exercise buddy for adolescent youth.
RO-MAN
Katelyn Swift-Spong, Cheng K. Fred Wen, Donna Spruijt-Metz, Maja J. Mataric
2016 B conf
Formalization of Computational Human Behavior Models for Contextual Persuasive Technology.
PERSUASIVE
Tylar Murray, Eric B. Hekler, Donna Spruijt-Metz, Daniel E. Rivera, Andrew Raij
2016 Misc conf
M2FED: Monitoring and Modeling Family Eating Dynamics: Poster Abstract.
SenSys
Donna Spruijt-Metz, Kayla de la Haye, John C. Lach, John A. Stankovic
2014 J jnl
Dynamic Models of Behavior for Just-in-Time Adaptive Interventions.
IEEE Pervasive Comput.
Donna Spruijt-Metz, Wendy Nilsen
2014 B conf
How to train your DragonBot: Socially assistive robots for teaching children about nutrition through play.
RO-MAN
Elaine Short, Katelyn Swift-Spong, Jillian Greczek, Aditi Ramachandran, Alexandru Litoiu, Elena Corina Grigore, David Feil-Seifer, Samuel Shuster, Jin Joo Lee, Shaobo Huang, Svetlana Levonisova, Sarah Litz, Jamy Li, Gisele Ragusa, Donna Spruijt-Metz, Maja J. Mataric, Brian Scassellati
2013 — conf
A glanceable mobile avatar for behavior change.
Wireless Health
Tylar Murray, Luis Gabriel Jaimes, Eric B. Hekler, Donna Spruijt-Metz, Andrew Raij
2013 — conf
Avatar Interfaces for Biobehavioral Feedback.
HCI (10)
Tylar Murray, Delquawn Hardy, Donna Spruijt-Metz, Eric B. Hekler, Andrew Raij
2013 J jnl
Hierarchical linear models for energy prediction using inertial sensors: a comparative study for treadmill walking.
J. Ambient Intell. Humaniz. Comput.
Harshvardhan Vathsangam, B. Adar Emken, E. Todd Schroeder, Donna Spruijt-Metz, Gaurav S. Sukhatme
2012 J jnl
KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring.
ACM Trans. Embed. Comput. Syst.
Gautam Thatte, Ming Li, Sangwon Lee, B. Adar Emken, Shrikanth S. Narayanan, Urbashi Mitra, Donna Spruijt-Metz, Murali Annavaram
2012 J jnl
KNOWME: a case study in wireless body area sensor network design.
IEEE Commun. Mag.
Urbashi Mitra, B. Adar Emken, Sangwon Lee, Ming Li, Viktor Rozgic, Gautam Thatte, Harshvardhan Vathsangam, Daphney-Stavroula Zois, Murali Annavaram, Shrikanth S. Narayanan, Marco Levorato, Donna Spruijt-Metz, Gaurav S. Sukhatme
2011 J jnl
Determining Energy Expenditure From Treadmill Walking Using Hip-Worn Inertial Sensors: An Experimental Study.
IEEE Trans. Biomed. Eng.
Harshvardhan Vathsangam, B. Adar Emken, E. Todd Schroeder, Donna Spruijt-Metz, Gaurav S. Sukhatme
2011 — conf
Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals.
EMBC
Samuel Kim, Ming Li, Sangwon Lee, Urbashi Mitra, B. Adar Emken, Donna Spruijt-Metz, Murali Annavaram, Shrikanth S. Narayanan
2011 J jnl
Optimal Time-Resource Allocation for Energy-Efficient Physical Activity Detection.
IEEE Trans. Signal Process.
Gautam Thatte, Ming Li, Sangwon Lee, B. Adar Emken, Murali Annavaram, Shrikanth S. Narayanan, Donna Spruijt-Metz, Urbashi Mitra
2011 — conf
Towards a generalized regression model for on-body energy prediction from treadmill walking.
PervasiveHealth
Harshvardhan Vathsangam, B. Adar Emken, E. Todd Schroeder, Donna Spruijt-Metz, Gaurav S. Sukhatme
2010 — conf
Toward free-living walking speed estimation using Gaussian Process-based Regression with on-body accelerometers and gyroscopes.
PervasiveHealth
Harshvardhan Vathsangam, B. Adar Emken, Donna Spruijt-Metz, Gaurav S. Sukhatme
2009 B conf
Optimal Allocation of Time-Resources for Multihypothesis Activity-Level Detection.
DCOSS
Gautam Thatte, Viktor Rozgic, Ming Li, Sabyasachi Ghosh, Urbashi Mitra, Shrikanth S. Narayanan, Murali Annavaram, Donna Spruijt-Metz
2009 — conf
Optimal time-resource allocation for activity-detection via multimodal sensing.
BODYNETS
Gautam Thatte, Viktor Rozgic, Ming Li, Sabyasachi Ghosh, Urbashi Mitra, Shrikanth S. Narayanan, Murali Annavaram, Donna Spruijt-Metz