Publications by authors named "Benjamin Marlin"

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Dynamic Modeling and System Identification of User Engagement in mHealth Interventions using a Bayesian Approach for Missing Data Imputation.
Mohamed El Mistiri, Steven De La Torre, Benjamin M Marlin, Misha Pavel, Predrag Klasnja

Control Eng Pract· November 2025

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Secondary Analysis to Advance Characterization of On-body Electrocardiographic Sensors in a Clinical Cocaine Self-administration Paradigm.
Gustavo A Angarita, Talia F Mayerson, Brian Pittman, Annamalai Natarajan, Abhinav Parate, Benjamin Marlin

J Addict Med· November 2025

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A dynamic Bayesian network approach to modeling engagement and walking behavior: insights from a yearlong micro-randomized trial ().
Steven A De La Torre, Mohamed El Mistiri, Karine Tung, Eric Hekler, Predrag Klasnja, Benjamin Marlin

Health Psychol Behav Med· September 2025

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Understanding the Policy Space for AgeTech: Implications for AI and Digital Health.
David R Paquette, Lucy Orr-Ewing, Brian Anderson, Benjamin M Marlin, Niteesh K Choudhry

Public Policy Aging Rep· November 2024

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Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach.
Steven A De La Torre, Mohamed El Mistiri, Eric Hekler, Predrag Klasnja, Benjamin Marlin

J Biomed Inform· October 2024

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Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation.
Hui Wei, Maxwell A Xu, Colin Samplawski, James M Rehg, Santosh Kumar, Benjamin M Marlin

Proc Mach Learn Res· June 2024

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Artificial Intelligence and Technology Collaboratories: Innovating aging research and Alzheimer's care.
Peter Abadir, Esther Oh, Rama Chellappa, Niteesh Choudhry, George Demiris, Benjamin Marlin

Alzheimers Dement· April 2024

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Discriminating cocaine use from other sympathomimetics using wearable electrocardiographic (ECG) sensors.
Gustavo A Angarita, Brian Pittman, Annamalai Nararajan, Talia F Mayerson, Abhinav Parate, Benjamin Marlin

Drug Alcohol Depend· September 2023

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Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions.
Karine Karine, Predrag Klasnja, Susan A Murphy, Benjamin M Marlin

Proc Mach Learn Res· August 2023

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The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols.
Sy-Miin Chow, Inbal Nahum-Shani, Justin T Baker, Donna Spruijt-Metz, Nicholas B Allen, Benjamin Marlin

Transl Behav Med· January 2023

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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 Hekler, Benjamin M Marlin

IEEE Int Conf Connect Health Appl Syst Eng Technol· November 2022

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Advancing Behavioral Intervention and Theory Development for Mobile Health: The HeartSteps II Protocol.
Donna Spruijt-Metz, Benjamin M Marlin, Misha Pavel, Daniel E Rivera, Eric Hekler

Int J Environ Res Public Health· February 2022

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Out-of-Sample Extension for Dimensionality Reduction of Noisy Time Series.
Hamid Dadkhahi, Marco F Duarte, Benjamin M Marlin

IEEE Trans Image Process· November 2017

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Learning Tree-Structured Detection Cascades for Heterogeneous Networks of Embedded Devices.
Hamid Dadkhahi, Benjamin M Marlin

KDD· August 2017

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iLid: Low-power Sensing of Fatigue and Drowsiness Measures on a Computational Eyeglass.
Soha Rostaminia, Addison Mayberry, Deepak Ganesan, Benjamin Marlin, Jeremy Gummeson

Proc ACM Interact Mob Wearable Ubiquitous Technol· June 2017

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Learning Time Series Detection Models from Temporally Imprecise Labels.
Roy J Adams, Benjamin M Marlin

Proc Mach Learn Res· April 2017

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Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K).
Santosh Kumar, Gregory Abowd, William T Abraham, Mustafa al'Absi, Duen Horng Polo Chau, Benjamin M Marlin

IEEE Pervasive Comput· April 2017

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Impact of a Collective Intelligence Tailored Messaging System on Smoking Cessation: The Perspect Randomized Experiment.
Rajani Shankar Sadasivam, Erin M Borglund, Roy Adams, Benjamin M Marlin, Thomas K Houston

J Med Internet Res· November 2016

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Domain Adaptation Methods for Improving Lab-to-field Generalization of Cocaine Detection using Wearable ECG.
Annamalai Natarajan, Gustavo Angarita, Edward Gaiser, Robert Malison, Deepak Ganesan, Benjamin M Marlin

Proc ACM Int Conf Ubiquitous Comput· September 2016

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Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams.
Roy J Adams, Nazir Saleheen, Edison Thomaz, Abhinav Parate, Santosh Kumar, Benjamin M Marlin

JMLR Workshop Conf Proc· June 2016

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CIDER: Enhancing the Performance of Computational Eyeglasses.
Addison Mayberry, Yamin Tun, Pan Hu, Duncan Smith-Freedman, Benjamin Marlin

Proc Eye Track Res Appl Symp· March 2016

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Collective-Intelligence Recommender Systems: Advancing Computer Tailoring for Health Behavior Change Into the 21st Century.
Rajani Shankar Sadasivam, Sarah L Cutrona, Rebecca L Kinney, Benjamin M Marlin, Kathleen M Mazor

J Med Internet Res· March 2016

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Center of excellence for mobile sensor data-to-knowledge (MD2K).
Santosh Kumar, Gregory D Abowd, William T Abraham, Mustafa al'Absi, J Gayle Beck, Benjamin Marlin

J Am Med Inform Assoc· November 2015

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puffMarker: A Multi-Sensor Approach for Pinpointing the Timing of First Lapse in Smoking Cessation.
Nazir Saleheen, Amin Ahsan Ali, Syed Monowar Hossain, Hillol Sarker, Soujanya Chatterjee, Benjamin Marlin

Proc ACM Int Conf Ubiquitous Comput· September 2015

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CIDER: Enabling Robustness-Power Tradeoffs on a Computational Eyeglass.
Addison Mayberry, Yamin Tun, Pan Hu, Duncan Smith-Freedman, Deepak Ganesan, Benjamin Marlin

Proc Annu Int Conf Mob Comput Netw· September 2015

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