| 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 | 128 | 2013 |
| 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 | 115 | 2012 |
| 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 | 103 | 2012 |
| 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 | 87 | 2018 |
| 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 | 65 | 2013 |
| 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 | 52 | 2017 |
| 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 | 51 | 2018 |
| 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 | 51 | 2013 |
| 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 | 51 | 2012 |
| 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 | 42 | 2018 |
| 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 | 42 | 2016 |
| 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 | 41 | 2019 |
| 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 | 41 | 2017 |
| 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 | 36 | 2013 |
| 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 | 35 | 2019 |
| 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 | 34 | 2019 |
| 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 | 33 | 2021 |
| 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 | 31 | 2020 |
| Model-fusion-based online glucose concentration predictions in people with type 1 diabetes X Yu, K Turksoy, M Rashid, J Feng, N Hobbs, I Hajizadeh, S Samadi, ... Control engineering practice 71, 129-141, 2018 | 29 | 2018 |
| 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 | 27 | 2019 |
Ali CinarIllinois Institute of TechnologyVerified email at iit.edu
