Predrag V. Klasnja

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 32

Top Topics

Physical Activity

Design Considerations

Partial Observability

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Jessica R. Golbus, Kashvi Gupta, Rachel Stevens, V. Swetha Jeganathan, Evan Luff, Jieru Shi, Walter Dempsey, Thomas Boyden, Bhramar Mukherjee, Sarah Kohnstamm, Vlad Taralunga, Vik Kheterpal, Susan A. Murphy, Predrag V. Klasnja, Sachin Kheterpal, Brahmajee K. Nallamothu
A randomized trial of a mobile health intervention to augment cardiac rehabilitation. npj Digit. Medicine 6 (2023)
Karine Karine, Predrag V. Klasnja, Susan A. Murphy, Benjamin M. Marlin
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions. CoRR (2023)
Sorawit Saengkyongam, Niklas Pfister, Predrag V. Klasnja, Susan Murphy, Jonas Peters
Effect-Invariant Mechanisms for Policy Generalization. CoRR (2023)
Rachael T. Kha, Daniel E. Rivera, Predrag V. Klasnja, Eric B. Hekler
Idiographic Dynamic Modeling for Behavioral Interventions with Mixed Data Partitioning and Discrete Simultaneous Perturbation Stochastic Approximation. ACC (2023)
Karine Karine, Predrag V. Klasnja, Susan A. Murphy, Benjamin M. Marlin
Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions. UAI (2023)
Dimitris Bertsimas, Predrag V. Klasnja, Susan A. Murphy, Liangyuan Na
Data-driven Interpretable Policy Construction for Personalized Mobile Health. ICDH (2022)
Rachael T. Kha, Daniel E. Rivera, Predrag V. Klasnja, Eric B. Hekler
Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation. ACC (2022)
Mohamed El Mistiri, Daniel E. Rivera, Predrag V. Klasnja, Junghwan Park, Eric B. Hekler
Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States. ACC (2022)
Raaz Dwivedi, Katherine Tian, Sabina Tomkins, Predrag V. Klasnja, Susan Murphy, Devavrat Shah
Doubly robust nearest neighbors in factor models. CoRR (2022)
Mohamed El Mistiri, Daniel E. Rivera, Predrag V. Klasnja, Junghwan Park, Eric B. Hekler
Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity. ACC (2022)
Sonali R. Mishra, Shefali Haldar, Ari H. Pollack, Predrag V. Klasnja, Wanda Pratt
Theory is in the Eye of the Beholder: Exploring Difficulties with Validating Intervention Mechanisms: Theory is in the Eye of the Beholder. CHI Extended Abstracts (2021)
Sabina Tomkins, Peng Liao, Predrag V. Klasnja, Susan A. Murphy
IntelligentPooling: practical Thompson sampling for mHealth. Mach. Learn. 110 (9) (2021)
Sabina Tomkins, Peng Liao, Predrag V. Klasnja, Susan A. Murphy
IntelligentPooling: Practical Thompson Sampling for mHealth. CoRR (2020)
Peng Liao, Kristjan H. Greenewald, Predrag V. Klasnja, Susan A. Murphy
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Sabina Tomkins, Peng Liao, Predrag V. Klasnja, Serena Yeung, Susan A. Murphy
Rapidly Personalizing Mobile Health Treatment Policies with Limited Data. CoRR (2020)
Mashfiqui Rabbi, Meredith Philyaw-Kotov, Jinseok Li, Katherine Li, Bess Rothman, Lexa Giragosian, Maya Reyes, Hannah Gadway, Rebecca M. Cunningham, Erin Bonar, Inbal Nahum-Shani, Maureen A. Walton, Susan A. Murphy, Predrag V. Klasnja
Translating Behavioral Theory into Technological Interventions: Case Study of an mHealth App to Increase Self-reporting of Substance-Use Related Data. CoRR (2020)
Ashley E. Walton, Linda M. Collins, Predrag V. Klasnja, Inbal Nahum-Shani, Mashfiqui Rabbi, Maureen A. Walton, Susan A. Murphy
The Micro-Randomized Trial for Developing Digital Interventions: Experimental Design Considerations. CoRR (2020)
Mashfiqui Rabbi, Katherine Li, H. Yanna Yan, Kelly Hall, Predrag V. Klasnja, Susan A. Murphy
ReVibe: A Context-assisted Evening Recall Approach to Improve Self-report Adherence. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Peng Liao, Kristjan H. Greenewald, Predrag V. Klasnja, Susan A. Murphy
Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity. CoRR (2019)
Sonali R. Mishra, Predrag V. Klasnja, John MacDuffie Woodburn, Eric B. Hekler, Larsson Omberg, Michael Kellen, Lara Mangravite
Supporting Coping with Parkinson's Disease Through Self Tracking. CHI (2019)
Peng Liao, Predrag V. Klasnja, Susan A. Murphy
Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health. CoRR (2019)
Sabina Tomkins, Predrag V. Klasnja, Susan A. Murphy
Personalizing Intervention Probabilities By Pooling. CoRR (2018)
Sayali S. Phatak, Mohammad T. Freigoun, César A. Martín, Daniel E. Rivera, Elizabeth V. Korinek, Marc A. Adams, Matthew P. Buman, Predrag V. Klasnja, Eric B. Hekler
Modeling individual differences: A case study of the application of system identification for personalizing a physical activity intervention. J. Biomed. Informatics 79 (2018)
Predrag V. Klasnja, Eric B. Veeraraghavan
Rethinking Evaluations of MHealth Systems for Behavior Change. GetMobile Mob. Comput. Commun. 22 (2) (2018)
Zachary G. Wyner, Juliane S. Reynolds, Chayim Herzig-Marx, Shyam Deval, Adam Rauch, Jeffrey S. Brown, Predrag V. Klasnja, Sascha Dublin, David Martin
A Generalizable Smartphone-Based Clinical Research Platform. AMIA (2018)
Gaurav Paruthi, Shriti Raj, Natalie Colabianchi, Predrag V. Klasnja, Mark W. Newman
Finding the Sweet Spot(s): Understanding Context to Support Physical Activity Plans. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Peng Liao, Walter Dempsey, Hillol Sarker, Syed Monowar Hossain, Mustafa al'Absi, Predrag V. Klasnja, Susan A. Murphy
Just-in-Time but Not Too Much: Determining Treatment Timing in Mobile Health. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (4) (2018)
Kristjan H. Greenewald, Ambuj Tewari, Susan A. Murphy, Predrag V. Klasnja
Action Centered Contextual Bandits. NIPS (2017)
Sonali R. Mishra, Predrag V. Klasnja
"Move into another world of happy": insights for designing affect-based physical activity interventions. PervasiveHealth (2017)
Mashfiqui Rabbi, Meredith Philyaw-Kotov, Jinseok Lee, Anthony Mansour, Laura Dent, Xiaolei Wang, Rebecca M. Cunningham, Erin Bonar, Inbal Nahum-Shani, Predrag V. Klasnja, Maureen A. Walton, Susan A. Murphy
SARA: a mobile app to engage users in health data collection. UbiComp/ISWC Adjunct (2017)
Predrag V. Klasnja, Eric B. Hekler, Elizabeth V. Korinek, John Harlow, Sonali R. Mishra
Toward Usable Evidence: Optimizing Knowledge Accumulation in HCI Research on Health Behavior Change. CHI (2017)
Andrea Barbarin, Predrag V. Klasnja, Tiffany C. Veinot
Good or bad, ups and downs, and getting better: Use of personal health data for temporal reflection in chronic illness. Int. J. Medical Informatics 94 (2016)
Andrea Barbarin, Tiffany C. Veinot, Predrag V. Klasnja
Taking our Time: Chronic Illness and Time-Based Objects in Families. CSCW (2015)
Predrag V. Klasnja, Logan Kendall, Wanda Pratt, Katherine S. Blondon
Long-Term Engagement with Health-Management Technology: a Dynamic Process in Diabetes. AMIA (2015)
Sunny Consolvo, Predrag V. Klasnja, David W. McDonald, James A. Landay
Designing for Healthy Lifestyles: Design Considerations for Mobile Technologies to Encourage Consumer Health and Wellness. Found. Trends Hum. Comput. Interact. 6 (3-4) (2014)
Predrag V. Klasnja, Wanda Pratt
Managing health with mobile technology. Interactions 21 (1) (2014)
Logan Kendall, Katherine S. Blondon, Justin Iwasaki, Predrag V. Klasnja, Andrew A. White, Jennifer A. Best
Use of Simulated Physician Handoffs to Study Cross-cover Chart Biopsy in the Electronic Medical Record. AMIA (2013)
Katherine S. Blondon, Predrag V. Klasnja
Designing Supportive Mobile Technology for Stable Diabetes. HCI (10) (2013)
Eric B. Hekler, Predrag V. Klasnja, Jon Froehlich, Matthew P. Buman
Mind the theoretical gap: interpreting, using, and developing behavioral theory in HCI research. CHI (2013)
Allen J. Flynn, Predrag V. Klasnja, Charles P. Friedman
Taking it Easy - A Needs Analysis for Computer-generated Advice to Simplify Home Medication Regimens. AMIA (2013)
Predrag V. Klasnja, Wanda Pratt
Healthcare in the pocket: Mapping the space of mobile-phone health interventions. J. Biomed. Informatics 45 (1) (2012)
Rupa A. Patel, Predrag V. Klasnja, Andrea L. Hartzler, Kenton T. Unruh, Wanda Pratt
Probing the benefits of real-time tracking during cancer care. AMIA (2012)
Logan Kendall, Andrea Civan-Hartzler, Predrag V. Klasnja, Wanda Pratt
Descriptive analysis of physical activity conversations on Twitter. CHI Extended Abstracts (2011)
Predrag V. Klasnja, Sunny Consolvo, Wanda Pratt
How to evaluate technologies for health behavior change in HCI research. CHI (2011)
Predrag V. Klasnja, Andrea Civan-Hartzler, Kenton T. Unruh, Wanda Pratt
Blowing in the wind: unanchored patient information work during cancer care. CHI (2010)
Sunny Consolvo, Predrag V. Klasnja, David W. McDonald, James A. Landay
Goal-setting considerations for persuasive technologies that encourage physical activity. PERSUASIVE (2009)
Predrag V. Klasnja, Sunny Consolvo, Jaeyeon Jung, Benjamin Greenstein, Louis LeGrand, Pauline S. Powledge, David Wetherall
"When I am on Wi-Fi, I am fearless": privacy concerns & practices in eeryday Wi-Fi use. CHI (2009)
Predrag V. Klasnja, Sunny Consolvo, Tanzeem Choudhury, Richard Beckwith, Jeffrey Hightower
Exploring Privacy Concerns about Personal Sensing. Pervasive (2009)
Shaun K. Kane, Predrag V. Klasnja
Supporting volunteer activities with mobile social software. CHI Extended Abstracts (2009)
Jon Froehlich, Tawanna Dillahunt, Predrag V. Klasnja, Jennifer Mankoff, Sunny Consolvo, Beverly L. Harrison, James A. Landay
UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits. CHI (2009)
Predrag V. Klasnja, Sunny Consolvo, David W. McDonald, James A. Landay, Wanda Pratt
Using Mobile & Personal Sensing Technologies to Support Health Behavior Change in Everyday Life: Lessons Learned. AMIA (2009)
Predrag V. Klasnja, Beverly L. Harrison, Louis LeGrand, Anthony LaMarca, Jon Froehlich, Scott E. Hudson
Using wearable sensors and real time inference to understand human recall of routine activities. UbiComp (2008)
Sunny Consolvo, Predrag V. Klasnja, David W. McDonald, Daniel Avrahami, Jon Froehlich, Louis LeGrand, Ryan Libby, Keith Mosher, James A. Landay
Flowers or a robot army?: encouraging awareness & activity with personal, mobile displays. UbiComp (2008)
Tanzeem Choudhury, Gaetano Borriello, Sunny Consolvo, Dirk Hähnel, Beverly L. Harrison, Bruce Hemingway, Jeffrey Hightower, Predrag V. Klasnja, Karl Koscher, Anthony LaMarca, James A. Landay, Louis LeGrand, Jonathan Lester, Ali Rahimi, Adam D. Rea, Danny Wyatt
The Mobile Sensing Platform: An Embedded Activity Recognition System. IEEE Pervasive Comput. 7 (2) (2008)
Lisa P. Nathan, Batya Friedman, Predrag V. Klasnja, Shaun K. Kane, Jessica K. Miller
Envisioning systemic effects on persons and society throughout interactive system design. Conference on Designing Interactive Systems (2008)
Andrea Civan, William Jones, Predrag V. Klasnja, Harry Bruce
Better to organize personal information by folders or by tags?: The devil is in the details. ASIST (2008)
Sunny Consolvo, David W. McDonald, Tammy Toscos, Mike Y. Chen, Jon Froehlich, Beverly L. Harrison, Predrag V. Klasnja, Anthony LaMarca, Louis LeGrand, Ryan Libby, Ian E. Smith, James A. Landay
Activity sensing in the wild: a field trial of ubifit garden. CHI (2008)
Elisabeth A. Jones, Harry Bruce, Predrag V. Klasnja, William Jones
I give up! Five factors that contribute to the abandonment of information management strategies. ASIST (2008)
William Jones, Predrag V. Klasnja, Andrea Civan, Michael L. Adcock
The personal project planner: planning to organize personal information. CHI (2008)
Lisa P. Nathan, Predrag V. Klasnja, Batya Friedman
Value scenarios: a technique for envisioning systemic effects of new technologies. CHI Extended Abstracts (2007)