Optimal time-resource allocation for activity-detection via multimodal sensing. - Gautam Thatte; Viktor Rozgic; Ming Li 026; Sabyasachi Ghosh; Urbashi Mitra; Shrikanth S. Narayanan; Murali Annavaram; Donna Spruijt-Metz (BODYNETS, 2009)

Optimal Allocation of Time-Resources for Multihypothesis Activity-Level Detection. - Gautam Thatte; Viktor Rozgic; Ming Li 026; Sabyasachi Ghosh; Urbashi Mitra; Shrikanth S. Narayanan; Murali Annavaram; Donna Spruijt-Metz (DCOSS, 2009)

Toward free-living walking speed estimation using Gaussian Process-based Regression with on-body accelerometers and gyroscopes. - Harshvardhan Vathsangam; B. Adar Emken; Donna Spruijt-Metz; Gaurav S. Sukhatme (PervasiveHealth, 2010)

Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals. - Samuel Kim; Ming Li 026; Sangwon Lee; Urbashi Mitra; B. Adar Emken; Donna Spruijt-Metz; Murali Annavaram; Shrikanth S. Narayanan (EMBC, 2011)

Towards a generalized regression model for on-body energy prediction from treadmill walking. - Harshvardhan Vathsangam; B. Adar Emken; E. Todd Schroeder; Donna Spruijt-Metz; Gaurav S. Sukhatme (PervasiveHealth, 2011)

Determining Energy Expenditure From Treadmill Walking Using Hip-Worn Inertial Sensors: An Experimental Study. - Harshvardhan Vathsangam; B. Adar Emken; E. Todd Schroeder; Donna Spruijt-Metz; Gaurav S. Sukhatme (IEEE Trans. Biomed. Eng., 2011)

Optimal Time-Resource Allocation for Energy-Efficient Physical Activity Detection. - Gautam Thatte; Ming Li 026; Sangwon Lee; B. Adar Emken; Murali Annavaram; Shrikanth S. Narayanan; Donna Spruijt-Metz; Urbashi Mitra (IEEE Trans. Signal Process., 2011)

KNOWME: a case study in wireless body area sensor network design. - Urbashi Mitra; B. Adar Emken; Sangwon Lee; Ming Li 026; Viktor Rozgic; Gautam Thatte; Harshvardhan Vathsangam; Daphney-Stavroula Zois; Murali Annavaram; Shrikanth S. Narayanan; Marco Levorato; Donna Spruijt-Metz; et al. (IEEE Commun. Mag., 2012)

KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring. - Gautam Thatte; Ming Li 026; Sangwon Lee; B. Adar Emken; Shrikanth S. Narayanan; Urbashi Mitra; Donna Spruijt-Metz; Murali Annavaram (ACM Trans. Embed. Comput. Syst., 2012)

Avatar Interfaces for Biobehavioral Feedback. - Tylar Murray; Delquawn Hardy; Donna Spruijt-Metz; Eric B. Hekler; Andrew Raij (HCI (10), 2013)

A glanceable mobile avatar for behavior change. - Tylar Murray; Luis Gabriel Jaimes; Eric B. Hekler; Donna Spruijt-Metz; Andrew Raij (Wireless Health, 2013)

Hierarchical linear models for energy prediction using inertial sensors: a comparative study for treadmill walking. - Harshvardhan Vathsangam; B. Adar Emken; E. Todd Schroeder; Donna Spruijt-Metz; Gaurav S. Sukhatme (J. Ambient Intell. Humaniz. Comput., 2013)

How to train your DragonBot: Socially assistive robots for teaching children about nutrition through play. - 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; et al. (RO-MAN, 2014)

Dynamic Models of Behavior for Just-in-Time Adaptive Interventions. - Donna Spruijt-Metz; Wendy Nilsen (IEEE Pervasive Comput., 2014)

Formalization of Computational Human Behavior Models for Contextual Persuasive Technology. - Tylar Murray; Eric B. Hekler; Donna Spruijt-Metz; Daniel E. Rivera; Andrew Raij (PERSUASIVE, 2016)

Comparing backstories of a Socially Assistive Robot exercise buddy for adolescent youth. - Katelyn Swift-Spong; Cheng K. Fred Wen; Donna Spruijt-Metz; Maja J. Mataric (RO-MAN, 2016)

M2FED: Monitoring and Modeling Family Eating Dynamics: Poster Abstract. - Donna Spruijt-Metz; Kayla de la Haye; John C. Lach; John A. Stankovic (SenSys, 2016)

Modeling Opportunities in mHealth Cyber-Physical Systems. - Wendy Nilsen; Emre Ertin; Eric B. Hekler; Santosh Kumar 001; Insup Lee 001; Rahul Mangharam; Misha Pavel; James M. Rehg; William T. Riley; Daniel E. Rivera; Donna Spruijt-Metz (Mobile Health - Sensors, Analytic Methods, and Applications, 2017)

M^2G: A Monitor of Monitoring Systems with Ground Truth Validation Features for Research-Oriented Residential Applications. - Meiyi Ma; Ridwan Alam; Brooke Bell; Kayla de la Haye; Donna Spruijt-Metz; John C. Lach; John A. Stankovic (MASS, 2017)

Distant Emotion Recognition. - Asif Salekin; Zeya Chen; Mohsin Y. Ahmed; John C. Lach; Donna Spruijt-Metz; Kayla de la Haye; Brooke Bell; John A. Stankovic (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Estimating Individualized Treatment Regimes from Crossover Designs. - Crystal T. Nguyen; Daniel J. Luckett; Anna R. Kahkoska; Grace E. Shearrer; Donna Spruijt-Metz; Jaimie N. Davis; Michael R. Kosorok (CoRR, 2019)

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

Transfer Learning for Activity Recognition in Mobile Health. - Yuchao Ma; Andrew T. Campbell; Diane J. Cook; John C. Lach; Shwetak N. Patel; Thomas Ploetz; Majid Sarrafzadeh; Donna Spruijt-Metz; Hassan Ghasemzadeh 001 (CoRR, 2020)

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

BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data. - 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 (CHASE, 2022)

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

Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach. - Steven De La Torre; Mohamed El Mistiri; Eric B. Hekler; Predrag Klasnja; Benjamin M. Marlin; Misha Pavel; Donna Spruijt-Metz; Daniel E. Rivera (J. Biomed. Informatics, 2024)

Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review. - 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 (Frontiers Digit. Health, 2025)