Daniel E. Rivera

Orcid: 0000-0002-3141-0577

Affiliations:
  • Arizona State University, Control Systems Engineering Laboratory, Tempe, AZ, USA


According to our database1, Daniel E. Rivera authored at least 79 papers between 1990 and 2024.

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Bibliography

2024
Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach.
J. Biomed. Informatics, 2024

2023
System Identification and Hybrid Model Predictive Control in Personalized mHealth Interventions for Physical Activity.
Proceedings of the American Control Conference, 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

Optimizing behavioral interventions to regulate gestational weight gain with sequential decision policies using hybrid model predictive control.
Comput. Chem. Eng., 2022

BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2022

A Kalman filter-based Hybrid Model Predictive Control Algorithm for Mixed Logical Dynamical Systems: Application to Optimized Interventions for Physical Activity.
Proceedings of the 61st IEEE Conference on Decision and Control, 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

2020
System Identification of Just Walk: Using Matchable-Observable Linear Parametrizations.
IEEE Trans. Control. Syst. Technol., 2020

Foreword Identification and Control in Biomedical Applications.
IEEE Trans. Control. Syst. Technol., 2020

Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions.
IEEE Trans. Control. Syst. Technol., 2020

System Identification Approaches for Energy Intake Estimation: Enhancing Interventions for Managing Gestational Weight Gain.
IEEE Trans. Control. Syst. Technol., 2020

2018
Modeling individual differences: A case study of the application of system identification for personalizing a physical activity intervention.
J. Biomed. Informatics, 2018

2017
LPV system identification using the matchable observable linear identification approach.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

System identification of Just Walk: A behavioral mHealth intervention for promoting physical activity.
Proceedings of the 2017 American Control Conference, 2017

Control Systems Engineering for Optimizing Behavioral mHealth Interventions.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

Modeling Opportunities in mHealth Cyber-Physical Systems.
Proceedings of the Mobile Health - Sensors, Analytic Methods, and Applications, 2017

2016
Formalization of Computational Human Behavior Models for Contextual Persuasive Technology.
Proceedings of the Persuasive Technology - 11th International Conference, 2016

An enhanced identification test monitoring procedure for MIMO systems relying on uncertainty estimates.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control.
Proceedings of the 2016 American Control Conference, 2016

Semi-physical identification and state estimation of energy intake for interventions to manage gestational weight gain.
Proceedings of the 2016 American Control Conference, 2016

2015
An identification test monitoring procedure for MIMO systems based on statistical uncertainty estimation.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A system identification approach for improving behavioral interventions based on Social Cognitive Theory.
Proceedings of the American Control Conference, 2015

2014
Guest Editorial: Special Issue on Relaxation Methods in Identification and Estimation Problems.
IEEE Trans. Autom. Control., 2014

Constrained Optimal Input Signal Design for Data-Centric Estimation Methods.
IEEE Trans. Autom. Control., 2014

Continuous-time system identification of a smoking cessation intervention.
Int. J. Control, 2014

A control-relevant approach to demand modeling for supply chain management.
Comput. Chem. Eng., 2014

Leveraging intensive longitudinal data to better understand health behaviors.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

The importance of behavior theory in control system modeling of physical activity sensor data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

LPV system identification using a separable least squares support vector machines approach.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Towards data-centric input signal design using sparse polynomial optimization.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Data-centric input signal design for highly interactive dynamical systems.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

A Hybrid Model Predictive Control strategy for optimizing a smoking cessation intervention.
Proceedings of the American Control Conference, 2014

A dynamical systems model of Social Cognitive Theory.
Proceedings of the American Control Conference, 2014

Hybrid model predictive control for sequential decision policies in adaptive behavioral interventions.
Proceedings of the American Control Conference, 2014

2013
An Improved Formulation of Hybrid Model Predictive Control With Application to Production-Inventory Systems.
IEEE Trans. Control. Syst. Technol., 2013

A data-centric system identification approach to input signal design for Hammerstein systems.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Control systems engineering for understanding and optimizing smoking cessation interventions.
Proceedings of the American Control Conference, 2013

Identification of affine linear parameter varying models for adaptive interventions in fibromyalgia treatment.
Proceedings of the American Control Conference, 2013

Hybrid model predictive control for optimizing gestational weight gain behavioral interventions.
Proceedings of the American Control Conference, 2013

Optimal input signal design for data-centric estimation methods.
Proceedings of the American Control Conference, 2013

2012
A control engineering framework for managing whole hospital occupancy.
Math. Comput. Model., 2012

An interactive software tool for system identification.
Adv. Eng. Softw., 2012

A dynamical systems model for improving gestational weight gain behavioral interventions.
Proceedings of the American Control Conference, 2012

2011
A Risk-Based Model Predictive Control Approach to Adaptive Interventions in Behavioral Health.
IEEE Trans. Control. Syst. Technol., 2011

Plant-Friendly Signal Generation for System Identification Using a Modified Simultaneous Perturbation Stochastic Approximation (SPSA) Methodology.
IEEE Trans. Control. Syst. Technol., 2011

A control engineering approach for designing an optimized treatment plan for fibromyalgia.
Proceedings of the American Control Conference, 2011

2010
A Dynamical Systems Model for Understanding Behavioral Interventions for Weight Loss.
Proceedings of the Advances in Social Computing, 2010

Model-on-Demand predictive control for nonlinear hybrid systems with application to adaptive behavioral interventions.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Probabilistic uncertainty description for an ETFE estimated plant using a sequence of multi-sinusoidal signals.
Proceedings of the American Control Conference, 2010

A novel model predictive control formulation for hybrid systems with application to adaptive behavioral interventions.
Proceedings of the American Control Conference, 2010

2009
Inner and outer loop optimization in semiconductor manufacturing supply chain management.
Comput. Manag. Sci., 2009

Application of robustified Model Predictive Control to a production-inventory system.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Plant-friendly signal generation for system identification using a modified SPSA methodology.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Control-relevant estimation of demand models for closed-loop control of a production-inventory system.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Model Predictive Control for Tactical Decision-Making in Semiconductor Manufacturing Supply Chain Management.
IEEE Trans. Control. Syst. Technol., 2008

Control-relevant demand forecasting for management of a production-inventory system.
Proceedings of the American Control Conference, 2008

2007
Optimization-based design of plant-friendly multisine signals using geometric discrepancy criteria.
Comput. Optim. Appl., 2007

Multi-Objective Control-Relevant Demand Modeling for Production and Inventory Control.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

Optimization-based Design of Plant-Friendly Input Signals for Model-on-Demand Estimation and Model Predictive Control.
Proceedings of the American Control Conference, 2007

2006
Simulation-based optimization of process control policies for inventory management in supply chains.
Autom., 2006

Flexible experimentation and analysis for hybrid DEVS and MPC models.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Simulation-based optimal tuning of model predictive control policies for supply chain management using simultaneous perturbation stochastic approximation.
Proceedings of the American Control Conference, 2006

An integrated input signal design and control-relevant parameter estimation approach for highly interactive multivariate systems.
Proceedings of the American Control Conference, 2006

2005
Hybrid discrete event simulation with model predictive control for semiconductor supply-chain manufacturing.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Evaluating PID Control for Supply Chain Management: A Freshman Design Project.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

A novel model predictive control algorithm for supply chain management in semiconductor manufacturing.
Proceedings of the American Control Conference, 2005

Towards control-relevant forecasting in supply chain management.
Proceedings of the American Control Conference, 2005

Control-relevant curvefitting for plant-friendly multivariable system identification.
Proceedings of the American Control Conference, 2005

2004
A model predictive control strategy for supply chain management in semiconductor manufacturing under uncertainty.
Proceedings of the 2004 American Control Conference, 2004

2003
A hierarchical approach to production control of reentrant semiconductor manufacturing lines.
IEEE Trans. Control. Syst. Technol., 2003

Application of Model Predictive Control to Robust Management of Multiechelon Demand Networks in Semiconductor Manufacturing.
Simul., 2003

A Model Predictive Control framework for robust management of multi-product, multi-echelon demand networks.
Annu. Rev. Control., 2003

Centralized model predictive control strategies for inventory management in semiconductor manufacturing supply chains.
Proceedings of the American Control Conference, 2003

2001
A model predictive control approach for real-time optimization of reentrant manufacturing lines.
Comput. Ind., 2001

Integrated identification and model predictive control using iterative refinement.
Proceedings of the American Control Conference, 2001

1990
Low-order SISO controller tuning methods for the H<sub>2</sub>, H<sub>∞</sub> and μ objective functions.
Autom., 1990


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