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Mudassir Rashid
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A novel dynamic bayesian network‐based networked process monitoring approach for fault detection, propagation identification, and root cause diagnosis
J Yu, MM Rashid
AIChE Journal 59 (7), 2348-2365, 2013
1352013
A new dissimilarity method integrating multidimensional mutual information and independent component analysis for non-Gaussian dynamic process monitoring
MM Rashid, J Yu
Chemometrics and Intelligent Laboratory Systems 115, 44-58, 2012
1192012
Automatic detection and estimation of unannounced meals for multivariable artificial pancreas system
S Samadi, M Rashid, K Turksoy, J Feng, I Hajizadeh, N Hobbs, C Lazaro, ...
Diabetes technology & therapeutics 20 (3), 235-246, 2018
1112018
Hidden Markov model based adaptive independent component analysis approach for complex chemical process monitoring and fault detection
MM Rashid, J Yu
Industrial & engineering chemistry research 51 (15), 5506-5514, 2012
1082012
A Gaussian mixture copula model based localized Gaussian process regression approach for long-term wind speed prediction
J Yu, K Chen, J Mori, MM Rashid
Energy 61, 673-686, 2013
712013
Plasma insulin estimation in people with type 1 diabetes mellitus
I Hajizadeh, M Rashid, K Turksoy, S Samadi, J Feng, N Frantz, M Sevil, ...
Industrial & Engineering Chemistry Research 56 (35), 9846-9857, 2017
602017
Incorporating unannounced meals and exercise in adaptive learning of personalized models for multivariable artificial pancreas systems
I Hajizadeh, M Rashid, K Turksoy, S Samadi, J Feng, M Sevil, N Hobbs, ...
Journal of diabetes science and technology 12 (5), 953-966, 2018
592018
Nonlinear and non-Gaussian dynamic batch process monitoring using a new multiway kernel independent component analysis and multidimensional mutual information based …
MM Rashid, J Yu
Industrial & engineering chemistry research 51 (33), 10910-10920, 2012
552012
A Bayesian model averaging based multi-kernel Gaussian process regression framework for nonlinear state estimation and quality prediction of multiphase batch processes with …
J Yu, K Chen, MM Rashid
Chemical Engineering Science 93, 96-109, 2013
542013
Simulation software for assessment of nonlinear and adaptive multivariable control algorithms: glucose–insulin dynamics in type 1 diabetes
M Rashid, S Samadi, M Sevil, I Hajizadeh, P Kolodziej, N Hobbs, ...
Computers & Chemical Engineering 130, 106565, 2019
522019
Adaptive personalized multivariable artificial pancreas using plasma insulin estimates
I Hajizadeh, M Rashid, S Samadi, M Sevil, N Hobbs, R Brandt, A Cinar
Journal of Process Control 80, 26-40, 2019
482019
Plasma-insulin-cognizant adaptive model predictive control for artificial pancreas systems
I Hajizadeh, M Rashid, A Cinar
Journal of process control 77, 97-113, 2019
482019
Adaptive and personalized plasma insulin concentration estimation for artificial pancreas systems
I Hajizadeh, M Rashid, S Samadi, J Feng, M Sevil, N Hobbs, C Lazaro, ...
Journal of diabetes science and technology 12 (3), 639-649, 2018
482018
Multi-rate modeling and economic model predictive control of the electric arc furnace
MM Rashid, P Mhaskar, CLE Swartz
Journal of Process Control 40, 50-61, 2016
442016
Physical activity and psychological stress detection and assessment of their effects on glucose concentration predictions in diabetes management
M Sevil, M Rashid, I Hajizadeh, M Park, L Quinn, A Cinar
IEEE Transactions on Biomedical Engineering 68 (7), 2251-2260, 2021
432021
Determining physical activity characteristics from wristband data for use in automated insulin delivery systems
M Sevil, M Rashid, Z Maloney, I Hajizadeh, S Samadi, MR Askari, ...
IEEE sensors journal 20 (21), 12859-12870, 2020
432020
Multivariable recursive subspace identification with application to artificial pancreas systems
I Hajizadeh, M Rashid, K Turksoy, S Samadi, J Feng, M Sevil, N Frantz, ...
IFAC-PapersOnLine 50 (1), 886-891, 2017
432017
Seasonal local models for glucose prediction in type 1 diabetes
E Montaser, JL Díez, P Rossetti, M Rashid, A Cinar, J Bondia
IEEE journal of biomedical and health informatics 24 (7), 2064-2072, 2019
382019
Multiway independent component analysis mixture model and mutual information based fault detection and diagnosis approach of multiphase batch processes
J Yu, J Chen, MM Rashid
AIChE Journal 59 (8), 2761-2779, 2013
372013
Adaptive-learning model predictive control for complex physiological systems: Automated insulin delivery in diabetes
MR Askari, I Hajizadeh, M Rashid, N Hobbs, VM Zavala, A Cinar
Annual Reviews in Control 50, 1-12, 2020
322020
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