Predrag V. Klasnja

64 papers A* 9A 3B 1C 4Misc 8Journal 25Unranked 13

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