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Donna Spruijt-Metz
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2020 – today
- 2022
- [c13]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:
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data. CHASE 2022: 78-90 - [i4]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:
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data. CoRR abs/2209.05581 (2022) - 2020
- [j8]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:
Automatic, wearable-based, in-field eating detection approaches for public health research: a scoping review. npj Digit. Medicine 3 (2020) - [i3]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:
MFED: A System for Monitoring Family Eating Dynamics. CoRR abs/2007.05831 (2020) - [i2]Yuchao Ma, Andrew T. Campbell, Diane J. Cook, John C. Lach, Shwetak N. Patel, Thomas Ploetz, Majid Sarrafzadeh, Donna Spruijt-Metz, Hassan Ghasemzadeh:
Transfer Learning for Activity Recognition in Mobile Health. CoRR abs/2007.06062 (2020)
2010 – 2019
- 2019
- [i1]Crystal T. Nguyen, Daniel J. Luckett, Anna R. Kahkoska, Grace E. Shearrer, Donna Spruijt-Metz, Jaimie N. Davis, Michael R. Kosorok:
Estimating Individualized Treatment Regimes from Crossover Designs. CoRR abs/1902.05499 (2019) - 2017
- [j7]Asif Salekin, Zeya Chen, Mohsin Y. Ahmed, John C. Lach, Donna Spruijt-Metz, Kayla de la Haye, Brooke Bell, John A. Stankovic:
Distant Emotion Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 96:1-96:25 (2017) - [c12]Meiyi Ma, Ridwan Alam
, Brooke Bell
, Kayla de la Haye, Donna Spruijt-Metz, John C. Lach, John A. Stankovic:
M^2G: A Monitor of Monitoring Systems with Ground Truth Validation Features for Research-Oriented Residential Applications. MASS 2017: 10-18 - [p1]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:
Modeling Opportunities in mHealth Cyber-Physical Systems. Mobile Health - Sensors, Analytic Methods, and Applications 2017: 443-453 - 2016
- [c11]Tylar Murray, Eric B. Hekler
, Donna Spruijt-Metz, Daniel E. Rivera
, Andrew Raij:
Formalization of Computational Human Behavior Models for Contextual Persuasive Technology. PERSUASIVE 2016: 150-161 - [c10]Katelyn Swift-Spong, Cheng K. Fred Wen
, Donna Spruijt-Metz, Maja J. Mataric:
Comparing backstories of a Socially Assistive Robot exercise buddy for adolescent youth. RO-MAN 2016: 1013-1018 - [c9]Donna Spruijt-Metz, Kayla de la Haye, John C. Lach, John A. Stankovic:
M2FED: Monitoring and Modeling Family Eating Dynamics: Poster Abstract. SenSys 2016: 352-353 - 2014
- [j6]Donna Spruijt-Metz, Wendy Nilsen:
Dynamic Models of Behavior for Just-in-Time Adaptive Interventions. IEEE Pervasive Comput. 13(3): 13-17 (2014) - [c8]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
:
How to train your DragonBot: Socially assistive robots for teaching children about nutrition through play. RO-MAN 2014: 924-929 - 2013
- [j5]Harshvardhan Vathsangam, B. Adar Emken, E. Todd Schroeder, Donna Spruijt-Metz, Gaurav S. Sukhatme:
Hierarchical linear models for energy prediction using inertial sensors: a comparative study for treadmill walking. J. Ambient Intell. Humaniz. Comput. 4(6): 747-758 (2013) - [c7]Tylar Murray, Delquawn Hardy, Donna Spruijt-Metz, Eric B. Hekler
, Andrew Raij:
Avatar Interfaces for Biobehavioral Feedback. HCI (10) 2013: 424-434 - [c6]Tylar Murray, Luis Gabriel Jaimes, Eric B. Hekler
, Donna Spruijt-Metz, Andrew Raij:
A glanceable mobile avatar for behavior change. Wireless Health 2013: 16:1-16:2 - 2012
- [j4]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:
KNOWME: a case study in wireless body area sensor network design. IEEE Commun. Mag. 50(5): 116-125 (2012) - [j3]Gautam Thatte, Ming Li, Sangwon Lee, B. Adar Emken, Shrikanth S. Narayanan, Urbashi Mitra, Donna Spruijt-Metz
, Murali Annavaram
:
KNOWME: An Energy-Efficient Multimodal Body Area Network for Physical Activity Monitoring. ACM Trans. Embed. Comput. Syst. 11(S2): 48:1-48:24 (2012) - 2011
- [j2]Harshvardhan Vathsangam, B. Adar Emken, E. Todd Schroeder, Donna Spruijt-Metz, Gaurav S. Sukhatme:
Determining Energy Expenditure From Treadmill Walking Using Hip-Worn Inertial Sensors: An Experimental Study. IEEE Trans. Biomed. Eng. 58(10): 2804-2815 (2011) - [j1]Gautam Thatte, Ming Li, Sangwon Lee, B. Adar Emken, Murali Annavaram
, Shrikanth S. Narayanan, Donna Spruijt-Metz, Urbashi Mitra:
Optimal Time-Resource Allocation for Energy-Efficient Physical Activity Detection. IEEE Trans. Signal Process. 59(4): 1843-1857 (2011) - [c5]Samuel Kim, Ming Li, Sangwon Lee, Urbashi Mitra, B. Adar Emken, Donna Spruijt-Metz, Murali Annavaram
, Shrikanth S. Narayanan:
Modeling high-level descriptions of real-life physical activities using latent topic modeling of multimodal sensor signals. EMBC 2011: 6033-6036 - [c4]Harshvardhan Vathsangam, B. Adar Emken, E. Todd Schroeder, Donna Spruijt-Metz, Gaurav S. Sukhatme:
Towards a generalized regression model for on-body energy prediction from treadmill walking. PervasiveHealth 2011: 168-175 - 2010
- [c3]Harshvardhan Vathsangam, B. Adar Emken, Donna Spruijt-Metz, Gaurav S. Sukhatme:
Toward free-living walking speed estimation using Gaussian Process-based Regression with on-body accelerometers and gyroscopes. PervasiveHealth 2010: 1-8
2000 – 2009
- 2009
- [c2]Gautam Thatte, Viktor Rozgic, Ming Li, Sabyasachi Ghosh, Urbashi Mitra, Shrikanth S. Narayanan, Murali Annavaram
, Donna Spruijt-Metz:
Optimal time-resource allocation for activity-detection via multimodal sensing. BODYNETS 2009: 14 - [c1]Gautam Thatte, Viktor Rozgic, Ming Li, Sabyasachi Ghosh, Urbashi Mitra, Shrikanth S. Narayanan, Murali Annavaram
, Donna Spruijt-Metz:
Optimal Allocation of Time-Resources for Multihypothesis Activity-Level Detection. DCOSS 2009: 273-286
Coauthor Index
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