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Research Output 1900 2019

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2019

IEEE Control Systems Society Outreach Fund [Member Activities]

Rivera, D. E., Aug 2019, In : IEEE Control Systems. 39, 4, p. 15-19 and 83 8764655.

Research output: Contribution to journalArticle

Control System
Control systems

Uncontrolled Eating during Pregnancy Predicts Fetal Growth: The Healthy Mom Zone Trial

Savage, J. S., Hohman, E. E., McNitt, K. M., Pauley, A. M., Leonard, K. S., Turner, T., Pauli, J. M., Gernand, A. D., Rivera, D. & Symons Downs, D., Apr 21 2019, In : Nutrients. 11, 4

Research output: Contribution to journalArticle

Open Access
fetal development
Fetal Development
Eating
ingestion
pregnancy
2018
1 Citation (Scopus)

A dynamical systems model of intrauterine fetal growth

Freigoun, M. T., Rivera, D., Guo, P., Hohman, E. E., Gernand, A. D., Symons Downs, D. & Savage, J. S., Nov 2 2018, In : Mathematical and Computer Modelling of Dynamical Systems. 24, 6, p. 641-667 27 p.

Research output: Contribution to journalArticle

Dynamical systems
Dynamical system
Oils and fats
Energy balance
Obesity

A “Model-on-Demand” Methodology For Energy Intake Estimation to Improve Gestational Weight Control Interventions

Guo, P., Rivera, D., Pauley, A. M., Leonard, K. S., Savage, J. S. & Downs, D. S., Jan 1 2018, In : IFAC-PapersOnLine. 51, 15, p. 144-149 6 p.

Research output: Contribution to journalArticle

Weight control
Energy Intake
1 Citation (Scopus)

Development of a Control-Oriented Model of Social Cognitive Theory for Optimized mHealth Behavioral Interventions

Martin, C. A., Rivera, D., Hekler, E. B., Riley, W. T., Buman, M., Adams, M. & Magann, A. B., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Control Systems Technology.

Research output: Contribution to journalArticle

Health
Engineering technology
mHealth
Identification (control systems)
Dynamical systems

Gestational Weight Gain Intervention Impacts Determinants of Healthy Eating and Exercise in Overweight/Obese Pregnant Women

Pauley, A. M., Hohman, E., Savage, J. S., Rivera, D., Guo, P., Leonard, K. S. & Symons Downs, D., Jan 1 2018, In : Journal of Obesity. 2018, 6469170.

Research output: Contribution to journalArticle

Weight Gain
Pregnant Women
Exercise
Food
Feeding Behavior
3 Citations (Scopus)

Individually tailored, adaptive intervention to manage gestational weight gain: Protocol for a randomized controlled trial in women with overweight and obesity

Downs, D. S., Savage, J. S., Rivera, D., Smyth, J. M., Rolls, B. J., Hohman, E. E., McNitt, K. M., Kunselman, A. R., Stetter, C., Pauley, A. M., Leonard, K. S. & Guo, P., Jun 1 2018, In : Journal of Medical Internet Research. 20, 6, e150.

Research output: Contribution to journalArticle

Weight Gain
Randomized Controlled Trials
Obesity
Exercise
Pregnancy
7 Citations (Scopus)

Modeling individual differences: A case study of the application of system identification for personalizing a physical activity intervention

Phatak, S. S., Freigoun, M. T., Martín, C. A., Rivera, D., Korinek, E. V., Adams, M., Buman, M., Klasnja, P. & Hekler, E. B., Mar 1 2018, In : Journal of Biomedical Informatics. 79, p. 82-97 16 p.

Research output: Contribution to journalArticle

Individuality
Identification (control systems)
Reinforcement
Systems engineering
Identification (Psychology)

System Identification Approaches for Energy Intake Estimation: Enhancing Interventions for Managing Gestational Weight Gain

Guo, P., Rivera, D., Savage, J. S., Hohman, E. E., Pauley, A. M., Leonard, K. S. & Symons Downs, D., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Control Systems Technology.

Research output: Contribution to journalArticle

Identification (control systems)
Weight control
Energy balance
Public health
Energy Intake
1 Citation (Scopus)

System Identification of Just Walk: Using Matchable-Observable Linear Parametrizations

Lopes dos Santos, P., Freigoun, M. T., Martin, C. A., Rivera, D., Hekler, E. B., Romano, R. A. & Azevedo Perdicoulis, T. P., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Control Systems Technology.

Research output: Contribution to journalArticle

Identification (control systems)
Design of experiments
Dynamical systems
Control systems
Experiments
7 Citations (Scopus)

Tutorial for Using Control Systems Engineering to Optimize Adaptive Mobile Health Interventions

Hekler, E. B., Rivera, D., Martin, C. A., Phatak, S. S., Freigoun, M. T., Korinek, E., Klasnja, P., Adams, M. & Buman, M., Jun 28 2018, In : Journal of medical Internet research. 20, 6, p. e214

Research output: Contribution to journalArticle

Open Access
Telemedicine
Health
Decision Making
Technology
2017
15 Citations (Scopus)

Adaptive step goals and rewards: a longitudinal growth model of daily steps for a smartphone-based walking intervention

Korinek, E. V., Phatak, S. S., Martin, C. A., Freigoun, M. T., Rivera, D., Adams, M., Klasnja, P., Buman, M. & Hekler, E. B., Sep 16 2017, (Accepted/In press) In : Journal of Behavioral Medicine. p. 1-13 13 p.

Research output: Contribution to journalArticle

Reward
Walking
Growth
Nonlinear Dynamics
Telemedicine
2 Citations (Scopus)

A MoliZoft System Identification Approach of the Just Walk Data

dos Santos, P. L., Freigoun, M. T., Rivera, D., Hekler, E. B., Martín, C. A., Romano, R., Perdicoúlis, T. P. & Ramos, J. A., Jul 1 2017, In : IFAC-PapersOnLine. 50, 1, p. 12508-12513 6 p.

Research output: Contribution to journalArticle

Identification (control systems)
Health
Control systems
Experiments

Control-Relevant Design of System Identification Experiments to Improve Behavioral Interventions

Martín, C. A., Rivera, D. & Hekler, E. B., Jul 1 2017, In : IFAC-PapersOnLine. 50, 1, p. 15115-15120 6 p.

Research output: Contribution to journalArticle

Identification (control systems)
Transfer functions
Experiments
Polynomials
Monitoring
1 Citation (Scopus)

State Estimation Under Correlated Partial Measurement Losses: Implications for Weight Control Interventions

Guo, P., Rivera, D., Savage, J. S. & Downs, D. S., Jul 1 2017, In : IFAC-PapersOnLine. 50, 1, p. 13532-13537 6 p.

Research output: Contribution to journalArticle

Weight control
State estimation
Medical problems
Energy balance
Kalman filters
2016
34 Citations (Scopus)

Advancing Models and Theories for Digital Behavior Change Interventions

Hekler, E. B., Michie, S., Pavel, M., Rivera, D., Collins, L. M., Jimison, H. B., Garnett, C., Parral, S. & Spruijt-Metz, D., Nov 1 2016, In : American Journal of Preventive Medicine. 51, 5, p. 825-832 8 p.

Research output: Contribution to journalArticle

Research Design
Health
53 Citations (Scopus)

Agile science: creating useful products for behavior change in the real world

Hekler, E. B., Klasnja, P., Riley, W. T., Buman, M., Huberty, J., Rivera, D. & Martin, C. A., Jun 1 2016, In : Translational Behavioral Medicine. 6, 2, p. 317-328 12 p.

Research output: Contribution to journalArticle

Knowledge Bases
Evidence-Based Practice
Software
19 Citations (Scopus)

Development of a dynamic computational model of social cognitive theory

Riley, W. T., Martin, C. A., Rivera, D., Hekler, E. B., Adams, M., Buman, M., Pavel, M. & King, A. C., Dec 1 2016, In : Translational Behavioral Medicine. 6, 4, p. 483-495 13 p.

Research output: Contribution to journalArticle

Health Behavior
Smoking Cessation
Individuality
Social Theory
Technology
3 Citations (Scopus)

ITTSAE: A set of interactive software tools for time series analysis education

Diaz, J. M., Dormido, S. & Rivera, D., Jun 1 2016, In : IEEE Control Systems. 36, 3, p. 112-120 9 p., 7476953.

Research output: Contribution to journalArticle

Time series analysis
Time Series Analysis
Software Tools
Time series
Education
2015
71 Citations (Scopus)

Building new computational models to support health behavior change and maintenance: new opportunities in behavioral research

Spruijt-Metz, D., Hekler, E., Saranummi, N., Intille, S., Korhonen, I., Nilsen, W., Rivera, D., Spring, B., Michie, S., Asch, D. A., Sanna, A., Salcedo, V. T., Kukakfa, R. & Pavel, M., Sep 17 2015, In : Translational Behavioral Medicine. 5, 3, p. 335-346 12 p.

Research output: Contribution to journalArticle

Behavioral Research
Health Behavior
Maintenance
Theoretical Models
Information Dissemination
7 Citations (Scopus)

Design of Informative Identification Experiments for Behavioral Interventions

Martín, C. A., Rivera, D. & Hekler, E. B., 2015, In : IFAC-PapersOnLine. 48, 28, p. 1325-1330 6 p.

Research output: Contribution to journalArticle

MIMO systems
Transfer functions
Identification (control systems)
Dynamical systems
Experiments

Interactive Education for Time-Domain Time Series Analysis using ITTSAE

DÍaz, J. M., Dormido, S. & Rivera, D., 2015, In : IFAC-PapersOnLine. 48, 28, p. 751-756 6 p.

Research output: Contribution to journalArticle

Time series analysis
Education
Students
MATLAB
Identification (control systems)

Understanding closed-loop identification with ITCLI

Rivera, D., Guzmán, J. L., Berenguel, M. & Dormido, S., 2015, In : IFAC-PapersOnLine. 48, 28, p. 739-744 6 p.

Research output: Contribution to journalArticle

Model structures
Identification (control systems)
Tuning
Students
Controllers
2014
1 Citation (Scopus)

A control-relevant approach to demand modeling for supply chain management

Schwartz, J. D. & Rivera, D., Nov 5 2014, In : Computers and Chemical Engineering. 70, p. 78-90 13 p.

Research output: Contribution to journalArticle

Supply chain management
Model predictive control
Parameter estimation
Supply chains
Industry
12 Citations (Scopus)

A control systems engineering approach for adaptive behavioral interventions: illustration with a fibromyalgia intervention

Deshpande, S., Rivera, D., Younger, J. W. & Nandola, N. N., Sep 1 2014, In : Translational Behavioral Medicine. 4, 3, p. 275-289 15 p.

Research output: Contribution to journalArticle

Fibromyalgia
Behavioral Medicine
Naltrexone
Therapeutics
Uncertainty
18 Citations (Scopus)

A dynamical systems approach to understanding self-regulation in smoking cessation behavior change

Timms, K. P., Rivera, D., Collins, L. M. & Piper, M. E., 2014, In : Nicotine and Tobacco Research. 16, SUPPL2

Research output: Contribution to journalArticle

Smoking Cessation
Systems Analysis
Smoking
Randomized Controlled Trials
Self-Control
5 Citations (Scopus)
Cultural Diversity
Anxiety
Language
Color
Parents
2 Citations (Scopus)

Constrained optimal input signal design for data-centric estimation methods

Deshpande, S. & Rivera, D., Nov 1 2014, In : IEEE Transactions on Automatic Control. 59, 11, p. 2990-2995 6 p., 6882811.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Continuous-time system identification of a smoking cessation intervention

Timms, K. P., Rivera, D., Collins, L. M. & Piper, M. E., Jul 3 2014, In : International Journal of Control. 87, 7, p. 1423-1437 15 p.

Research output: Contribution to journalArticle

Continuous time systems
Identification (control systems)
Public health
15 Citations (Scopus)

Control systems engineering for optimizing a prenatal weight gain intervention to regulate infant birth weight

Savage, J. S., Downs, D. S., Dong, Y. & Rivera, D., 2014, In : American Journal of Public Health. 104, 7, p. 1247-1254 8 p.

Research output: Contribution to journalArticle

Birth Weight
Weight Gain
Exercise
Feeding Behavior
Postpartum Period

Data-centric input signal design for highly interactive dynamical systems

Deshpande, S. & Rivera, D., 2014, In : Unknown Journal. 2015-February, February, p. 1023-1028 6 p., 7039516.

Research output: Contribution to journalArticle

Information Systems
Dynamical systems
Dynamical system
Databases
Output
13 Citations (Scopus)

Functional data analysis for dynamical system identification of behavioral processes

Trail, J. B., Collins, L. M., Rivera, D., Li, R., Piper, M. E. & Baker, T. B., 2014, In : Psychological Methods. 19, 2, p. 175-187 13 p.

Research output: Contribution to journalArticle

Substance Withdrawal Syndrome
Smoking Cessation
Nicotine
Tobacco
Dynamical Systems

Guest editorial: Special issue on relaxation methods in identification and estimation problems

Regruto, D., Dabbene, F. & Rivera, D., Nov 1 2014, In : IEEE Transactions on Automatic Control. 59, 11, p. 2869-2870 2 p., 6932564.

Research output: Contribution to journalArticle

Health Behavior
Health
Behavioral Sciences
Dynamical systems
Smoking
6 Citations (Scopus)

LPV system identification using a separable least squares support vector machines approach

Lopes Dos Santos, P., Azevedo-Perdicoulis, T. P., Ramos, J. A., Deshpande, S., Rivera, D. & Martins De Carvalho, J. L., 2014, In : Unknown Journal. 2015-February, February, p. 2548-2554 7 p., 7039778.

Research output: Contribution to journalArticle

Least Squares Support Vector Machine
System Identification
Least-Squares Analysis
Support vector machines
Identification (control systems)
12 Citations (Scopus)

Methodologies for optimizing behavioral interventions: introduction to special section

Riley, W. T. & Rivera, D., Sep 1 2014, In : Translational Behavioral Medicine. 4, 3, p. 234-237 4 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Optimized treatment of fibromyalgia using system identification and hybrid model predictive control

Deshpande, S., Nandola, N. N., Rivera, D. & Younger, J. W., Dec 1 2014, In : Control Engineering Practice. 33, p. 161-173 13 p.

Research output: Contribution to journalArticle

Model predictive control
Model Predictive Control
Hybrid Model
System Identification
Identification (control systems)

Towards data-centric input signal design using sparse polynomial optimization

Deshpande, S. & Rivera, D., 2014, In : Unknown Journal. 2015-February, February, p. 1893-1898 6 p., 7039674.

Research output: Contribution to journalArticle

Sparse Polynomials
Polynomials
Input Constraints
Polynomial Methods
Optimization
2013
38 Citations (Scopus)

An improved formulation of hybrid model predictive control with application to production-inventory systems

Nandola, N. N. & Rivera, D., 2013, In : IEEE Transactions on Control Systems Technology. 21, 1, p. 121-135 15 p., 6112190.

Research output: Contribution to journalArticle

Model predictive control
Disturbance rejection
Hybrid systems
Controllers
Closed loop systems
20 Citations (Scopus)

Exploring Behavioral Markers of Long-Term Physical Activity Maintenance: A Case Study of System Identification Modeling Within a Behavioral Intervention

Hekler, E. B., Buman, M., Poothakandiyil, N., Rivera, D., Dzierzewski, J. M., Aiken Morgan, A., McCrae, C. S., Roberts, B. L., Marsiske, M. & Giacobbi, P. R., 2013, In : Health Education and Behavior. 40, 1 SUPPL.

Research output: Contribution to journalArticle

Maintenance
Exercise
Behavioral Research
Peer Group
Modeling
10 Citations (Scopus)

Perspectives on control-relevant identification through the use of interactive tools

Álvarez, J. D., Guzmán, J. L., Rivera, D., Berenguel, M. & Dormido, S., Feb 2013, In : Control Engineering Practice. 21, 2, p. 171-183 13 p.

Research output: Contribution to journalArticle

Identification (control systems)
Closed-loop Control
System Identification
Closed-loop
Requirements
13 Citations (Scopus)

Systems modeling of behavior change: Two illustrations from optimized interventions for improved health outcomes

Rivera, D. & Jimison, H. B., 2013, In : IEEE Pulse. 4, 6, p. 41-47 7 p., 6656980.

Research output: Contribution to journalArticle

Systems science
Decision making
Health
2012
2 Citations (Scopus)

A control engineering framework for managing whole hospital occupancy

Roche, K. T., Rivera, D. & Cochran, J. K., Feb 2012, In : Mathematical and Computer Modelling. 55, 3-4, p. 1401-1417 17 p.

Research output: Contribution to journalArticle

Engineering
Capacity Planning
Population Growth
Model predictive control
Model Predictive Control
22 Citations (Scopus)

An interactive software tool for system identification

Guzmán, J. L., Rivera, D., Dormido, S. & Berenguel, M., Mar 2012, In : Advances in Engineering Software. 45, 1, p. 115-123 9 p.

Research output: Contribution to journalArticle

Identification (control systems)
Education
Students
Engineers
Dynamical systems
36 Citations (Scopus)

Dynamic energy-balance model predicting gestational weight gain

Thomas, D. M., Navarro-Barrientos, J. E., Rivera, D., Heymsfield, S. B., Bredlau, C., Redman, L. M., Martin, C. K., Lederman, S. A., Collins, L. M. & Butte, N. F., Jan 1 2012, In : American Journal of Clinical Nutrition. 95, 1, p. 115-122 8 p.

Research output: Contribution to journalArticle

Weight Gain
Energy Intake
Fats
Theoretical Models
Body Water
16 Citations (Scopus)

System identification: A Wiener-Hammerstein benchmark

Hjalmarsson, H., Rojas, C. R. & Rivera, D., Nov 2012, In : Control Engineering Practice. 20, 11, p. 1095-1096 2 p.

Research output: Contribution to journalArticle

System Identification
Identification (control systems)
Benchmark
2011
58 Citations (Scopus)

A dynamical model for describing behavioural interventions for weight loss and body composition change

Navarro-Barrientos, J. E., Rivera, D. & Collins, L. M., Apr 2011, In : Mathematical and Computer Modelling of Dynamical Systems. 17, 2, p. 183-203 21 p.

Research output: Contribution to journalArticle

Dynamical Model
Chemical analysis
Energy Balance
Energy balance
Model
11 Citations (Scopus)

A risk-based model predictive control approach to adaptive interventions in behavioral health

Zafra-Cabeza, A., Rivera, D., Collins, L. M., Ridao, M. A. & Camacho, E. F., Jul 2011, In : IEEE Transactions on Control Systems Technology. 19, 4, p. 891-901 11 p., 5499451.

Research output: Contribution to journalArticle

Model predictive control
Health
Tobacco
Risk management
Costs