Nabil Magbool Jan - Concepedia

Author

Nabil Magbool Jan

University of Alberta

Also Known As

M Nabil, M. Nabil, Mezhoud Nabil, Nabil Magbool Jan

Publications

395

Citations

H-Index

Concepts

All Affiliations

University of Alberta Indian Institute of Technology Tirupati Central South University

About

Nabil Magbool Jan is an author at University of Alberta specializing in engineering, signal processing, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	263
2	Data Science	5	5	231
3	Business	1	1	18
4	Education	1	1	16
5	Computer Science	1	1	156

Nabil Magbool Jan

Publications

263

Citations

H-Index

Page 1

	Year	Citations
Supervised Variational Autoencoders for Soft Sensor Modeling With Missing Data Ruimin Xie, Nabil Magbool Jan, Kuangrong Hao, IEEE Transactions on Industrial Informatics Artificial IntelligenceData AugmentationFirst SubmodelMachine LearningData Science	2019	156
Multimodal process monitoring based on variational Bayesian PCA and Kullback-Leibler divergence between mixture models Yue Cao, Nabil Magbool Jan, Biao Huang, Chemometrics and Intelligent Laboratory Systems Mixture DistributionEngineeringMixture ModelsData ScienceMixture Analysis	2021	28
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 Gross Error DetectionEngineeringMachine LearningMaximum Likelihood FrameworkStatistical Signal Processing	2017	18
Constrained ensemble Kalman filter based on Kullback–Leibler divergence Ruoxia Li, Nabil Magbool Jan, Biao Huang, Journal of Process Control State EstimationEngineeringFiltering TechniqueKullback–leibler DivergenceStochastic Analysis	2019	17
No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models Yue Cao, Nabil Magbool Jan, Biao Huang, IEEE Transactions on Automation Science and Engineering EngineeringMachine LearningEducationOperating ModeData Science	2022	16
Constrained multimodal ensemble Kalman filter based on Kullback–Leibler (KL) divergence Ruoxia Li, Nabil Magbool Jan, Biao Huang, Journal of Process Control State EstimationStatistical Signal ProcessingEngineeringRobust ModelingMultimodal Sensor Fusion	2019	15
Robust probabilistic principal component regression with switching mixture Gaussian noise for soft sensing Anahita Sadeghian, Nabil Magbool Jan, Ouyang Wu, Chemometrics and Intelligent Laboratory Systems Statistical Signal ProcessingSoft SensingEngineeringData ScienceSensor Signal Processing	2022	13

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