Fan Guo - Concepedia

Author

Fan Guo

University of Alberta ORCID

Also Known As

FAN GUO, Fan Guo, Guo Fan, Guo, Fan

Publications

510

Citations

H-Index

Concepts

All Affiliations

University of Alberta Donghua University

About

Fan Guo is an author at University of Alberta specializing in engineering, process control, and system identification.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	375
2	Business	1	1	19
3	Medicine	1	1	41
4	Natural Sciences	1	1	21
5	Public Health	1	1	37

Fan Guo

Publications

430

Citations

H-Index

Page 1

	Year	Citations
A deep learning just-in-time modeling approach for soft sensor based on variational autoencoder Fan Guo, Ruimin Xie, Biao Huang Chemometrics and Intelligent Laboratory Systems EngineeringMachine LearningAutoencodersVariational AutoencoderComputer Engineering	2020	78
Output-relevant Variational autoencoder for Just-in-time soft sensor modeling with missing data Fan Guo, Wentao Bai, Biao Huang Journal of Process Control Just-in-time Soft SensorEngineeringMachine LearningRobust ModelingData Science	2020	50
A just-in-time modeling approach for multimode soft sensor based on Gaussian mixture variational autoencoder Fan Guo, Bing Wei, Biao Huang Computers & Chemical Engineering Just-in-time Modeling ApproachMultimode Soft SensorEngineeringRobust ModelingSoft Sensor	2021	44
Synergistic digestion of banana pseudo-stems with chicken manure to improve methane production: Semi-continuous manipulation and microbial community analysis Lang Zhou, Fan Guo, Shiyou Pan, Bioresource Technology EngineeringBiogasEnvironmental EngineeringSynergistic DigestionMicrobial Ecology	2021	41
Robust Identification of Nonlinear Errors-in-Variables Systems With Parameter Uncertainties Using Variational Bayesian Approach Fan Guo, Hariprasad Kodamana, Yujia Zhao, IEEE Transactions on Industrial Informatics Parameter EstimationEngineeringIndustrial EngineeringNonlinear System IdentificationParameter Identification	2017	37
Statistical modification analysis of helical planetary gears based on response surface method and Monte Carlo simulation Jun Zhang, Fan Guo Chinese Journal of Mechanical Engineering Response Surface MethodEngineeringProfile ModificationAerospace EngineeringMechanics	2015	28
An Augmented Model Approach for Identification of Nonlinear Errors-in-Variables Systems Using the EM Algorithm Fan Guo, Ouyang Wu, Hariprasad Kodamana, IEEE Transactions on Systems Man and Cybernetics Systems Numerical AnalysisState EstimationEm AlgorithmAugmented Model ApproachNonlinear Errors-in-variables Systems	2017	28
A mutual information-based Variational Autoencoder for robust JIT soft sensing with abnormal observations Fan Guo, Biao Huang Chemometrics and Intelligent Laboratory Systems Statistical Signal ProcessingMachine LearningSensor Signal ProcessingAbnormal ObservationsRobust Jit	2020	22
Medical Image Edge Detection Based on Omni-directional Multi-Scale Structure Element of Mathematical Morphology Dawei Qi, Fan Guo, Lei Yu Geometric ModelingImage AnalysisMachine VisionMedical ImagingImage Edge Detection	2007	21
A Data-Based Augmented Model Identification Method for Linear Errors-in-Variables Systems Based on EM Algorithm Fan Guo, Ouyang Wu, Yongsheng Ding, IEEE Transactions on Industrial Electronics State EstimationEm AlgorithmNonlinear System IdentificationParameter IdentificationEngineering	2017	21

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