Advancing behavioral intervention and theory development for mobile health: the HeartSteps II protocol D Spruijt-Metz, BM Marlin, M Pavel, DE Rivera, E Hekler, S De La Torre, ... International journal of environmental research and public health 19 (4), 2267, 2022 | 15 | 2022 |
Model predictive control strategies for optimized mhealth interventions for physical activity M El Mistiri, DE Rivera, P Klasnja, J Park, E Hekler 2022 American Control Conference (ACC), 1392-1397, 2022 | 6 | 2022 |
A kalman filter-based hybrid model predictive control algorithm for mixed logical dynamical systems: Application to optimized interventions for physical activity O Khan, M El Mistiri, DE Rivera, CA Martin, E Hekler 2022 IEEE 61st Conference on Decision and Control (CDC), 2586-2593, 2022 | 2 | 2022 |
Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions J Park, M Kim, M El Mistiri, R Kha, S Banerjee, L Gotzian, G Chevance, ... JMIR Research Protocols 12 (1), e52161, 2023 | 1 | 2023 |
System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity M El Mistiri, O Khan, DE Rivera, E Hekler 2023 American Control Conference (ACC), 2240-2245, 2023 | 1 | 2023 |
Enhanced social cognitive theory dynamic modeling and simulation towards improving the estimation of" just-in-time" states M El Mistiri, DE Rivera, P Klasnja, J Park, E Hekler 2022 American Control Conference (ACC), 468-473, 2022 | 1 | 2022 |
System Identification and Control Systems Engineering Approaches for Optimal and Practical Personalized mHealth Interventions for Physical Activity M El Mistiri Arizona State University, 2024 | | 2024 |
Experimental Design for Estimating “Just-in-Time” States in Control-Oriented Behavioral Interventions for Physical Activity M El Mistiri, D Rivera, J Park, M Kim, P Klasnja, E Hekler 2022 AIChE Annual Meeting, 2022 | | 2022 |
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data K Tung, S De La Torre, M El Mistiri, RB De Braganca, E Hekler, M Pavel, ... 2022 IEEE/ACM Conference on Connected Health: Applications, Systems and …, 2022 | | 2022 |
An Integrated System Identification and Hybrid Model Predictive Control Strategy for Optimized Interventions for Physical Activity M El Mistiri, O Khan, D Rivera, C Martin, E Hekler 2022 AIChE Annual Meeting, 2022 | | 2022 |
BayesLDM: A Domain-Specific Language for Probabilistic Modeling of Longitudinal Data K Tung, S De La Torre, ME Mistiri, RB De Braganca, E Hekler, M Pavel, ... arXiv preprint arXiv:2209.05581, 2022 | | 2022 |
Un esquema de decisiones para intervenciones adaptativas comportamentales de actividad física basado en control predictivo por modelo híbrido: ilustración con Just Walk D Cevallos, CA Martín, M El Mistiri, DE Rivera, E Hekler Revista iberoamericana de automatica e informatica industrial 19 (3), 297, 2022 | | 2022 |
A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control: illustration with Just Walk D Cevallos, CA Martin, ME Mistiri, DE Rivera, E Hekler Revista Iberoamericana de Automatica e Informatica Industrial 19 (3), 297-308, 2022 | | 2022 |
Using SIR Epidemic Modeling and Control to Teach Process Dynamics and Control to Chemical Engineers DE Rivera, M El Mistiri, Z Shi Ifac-papersonline 55 (17), 380-385, 2022 | | 2022 |