| A review of the expectation maximization algorithm in data-driven process identification N Sammaknejad, Y Zhao, B Huang Journal of process control 73, 123-136, 2019 | 144 | 2019 |
| Approaches to robust process identification: A review and tutorial of probabilistic methods H Kodamana, B Huang, R Ranjan, Y Zhao, R Tan, N Sammaknejad Journal of Process Control 66, 68-83, 2018 | 64 | 2018 |
| Operating condition diagnosis based on HMM with adaptive transition probabilities in presence of missing observations N Sammaknejad, B Huang, W Xiong, A Fatehi, F Xu, A Espejo AIChE Journal 61 (2), 477-493, 2015 | 39 | 2015 |
| A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data M Fang, H Kodamana, B Huang, N Sammaknejad Computers & Chemical Engineering 111, 149-163, 2018 | 33 | 2018 |
| Robust diagnosis of operating mode based on time-varying hidden Markov models N Sammaknejad, B Huang, Y Lu IEEE Transactions on Industrial Electronics 63 (2), 1142-1152, 2015 | 27 | 2015 |
| Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation N Sammaknejad, B Huang, A Fatehi, Y Miao, F Xu, A Espejo Computers & chemical engineering 71, 281-297, 2014 | 18 | 2014 |
| Adaptive soft sensing and on-line estimation of the critical minimum velocity with application to an oil sand primary separation vessel N Sammaknejad, B Huang, RS Sanders, Y Miao, F Xu, A Espejo IFAC-PapersOnLine 48 (8), 211-216, 2015 | 4 | 2015 |
| Fault detection and isolation based on hidden Markov models N Sammaknejad University of Alberta, 2015 | 1 | 2015 |
| Process monitoring based on symbolic episode representation and hidden Markov models-A moving window approach N Sammaknejad, B Huang 5th international symposium on advanced control of industrial processes, May …, 2014 | 1 | 2014 |
| Real-time Multivariate Statistical Monitoring of Biopharmaceutical Processes with No Prior Product-Specific History N Sammaknejad, J Lee, JM Austria, N Duenas, L Heiba, D Reed, ... Computers & Chemical Engineering 189, 108788, 2024 | | 2024 |
| REAL-TIME AUTOMATED MONITORING AND CONTROL OF ULTRAFILTRATION/DIAFILTRATION (UF/DF) CONDITIONING AND DILUTION PROCESSES N SAMMAKNEJAD, VM SAUCEDO, JR LAZZARESCHI, NT WOON, ... US Patent 20240189774A1, 2024 | | 2024 |
| Comparison of Non - adaptive and Adaptive Nonlinear Model Predictive Control of Depth of Anesthesia N Sammaknejad, M Shahrokhi ICHEC, 2011 | | 2011 |
| Investigation and Comparison of Anesthesia Control Algorithms N Sammaknejad Sharif University of Technology, 2011 | | 2011 |
