Nabil Magbool Jan

Supervised Variational Autoencoders for Soft Sensor Modeling With Missing Data

Ruimin Xie, Nabil Magbool Jan, Kuangrong Hao et al. · IEEE Transactions on Industrial Informatics · 2019 · 156 citations

Artificial Intelligence, Data Augmentation, First Submodel +13

Multimodal process monitoring based on variational Bayesian PCA and Kullback-Leibler divergence between mixture models

Yue Cao, Nabil Magbool Jan, Biao Huang et al. · Chemometrics and Intelligent Laboratory Systems · 2021 · 28 citations

Mixture Distribution, Engineering, Mixture Models +10

Expectation Maximization Approach for Simultaneous Gross Error Detection and Data Reconciliation Using Gaussian Mixture Distribution

Hashem Alighardashi, Nabil Magbool Jan, Biao Huang · Industrial & Engineering Chemistry Research · 2017 · 18 citations

Gross Error Detection, Engineering, Machine Learning +20

Constrained ensemble Kalman filter based on Kullback–Leibler divergence

Ruoxia Li, Nabil Magbool Jan, Biao Huang et al. · Journal of Process Control · 2019 · 17 citations

State Estimation, Engineering, Filtering Technique +4

No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models

Yue Cao, Nabil Magbool Jan, Biao Huang et al. · IEEE Transactions on Automation Science and Engineering · 2022 · 16 citations

Engineering, Machine Learning, Education +19