Predrag V. Klasnja
According to our database1,
Predrag V. Klasnja
authored at least 64 papers
between 2007 and 2023.
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Bibliography
2023
A randomized trial of a mobile health intervention to augment cardiac rehabilitation.
npj Digit. Medicine, 2023
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling.
CoRR, 2023
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation.
Proceedings of the American Control Conference, 2023
2022
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data.
CoRR, 2022
Proceedings of the IEEE International Conference on Digital Health, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022
Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity.
Proceedings of the American Control Conference, 2022
Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States.
Proceedings of the American Control Conference, 2022
Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation.
Proceedings of the American Control Conference, 2022
2021
Theory is in the Eye of the Beholder: Exploring Difficulties with Validating Intervention Mechanisms: Theory is in the Eye of the Beholder.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
2020
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020
The Micro-Randomized Trial for Developing Digital Interventions: Experimental Design Considerations.
CoRR, 2020
Translating Behavioral Theory into Technological Interventions: Case Study of an mHealth App to Increase Self-reporting of Substance-Use Related Data.
CoRR, 2020
2019
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019
Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health.
CoRR, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
2018
GetMobile Mob. Comput. Commun., 2018
Modeling individual differences: A case study of the application of system identification for personalizing a physical activity intervention.
J. Biomed. Informatics, 2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Proceedings of the AMIA 2018, 2018
2017
"Move into another world of happy": insights for designing affect-based physical activity interventions.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
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
Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017
2016
Good or bad, ups and downs, and getting better: Use of personal health data for temporal reflection in chronic illness.
Int. J. Medical Informatics, 2016
2015
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
Long-Term Engagement with Health-Management Technology: a Dynamic Process in Diabetes.
Proceedings of the AMIA 2015, 2015
2014
Designing for Healthy Lifestyles: Design Considerations for Mobile Technologies to Encourage Consumer Health and Wellness.
Found. Trends Hum. Comput. Interact., 2014
2013
Proceedings of the Design, User Experience, and Usability. Health, Learning, Playing, Cultural, and Cross-Cultural User Experience, 2013
Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
Use of Simulated Physician Handoffs to Study Cross-cover Chart Biopsy in the Electronic Medical Record.
Proceedings of the AMIA 2013, 2013
Taking it Easy - A Needs Analysis for Computer-generated Advice to Simplify Home Medication Regimens.
Proceedings of the AMIA 2013, 2013
2012
J. Biomed. Informatics, 2012
Proceedings of the AMIA 2012, 2012
2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
2009
Proceedings of the Pervasive Computing, 7th International Conference, 2009
Goal-setting considerations for persuasive technologies that encourage physical activity.
Proceedings of the Persuasive Technology, Fourth International Conference, 2009
"When I am on Wi-Fi, I am fearless": privacy concerns & practices in eeryday Wi-Fi use.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Using Mobile & Personal Sensing Technologies to Support Health Behavior Change in Everyday Life: Lessons Learned.
Proceedings of the AMIA 2009, 2009
2008
IEEE Pervasive Comput., 2008
Using wearable sensors and real time inference to understand human recall of routine activities.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008
Flowers or a robot army?: encouraging awareness & activity with personal, mobile displays.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008
I give up! Five factors that contribute to the abandonment of information management strategies.
Proceedings of the People Transforming Information - Information Transforming People, 2008
Better to organize personal information by folders or by tags?: The devil is in the details.
Proceedings of the People Transforming Information - Information Transforming People, 2008
Envisioning systemic effects on persons and society throughout interactive system design.
Proceedings of the Conference on Designing Interactive Systems, 2008
2007
Proceedings of the Extended Abstracts Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007