Concepedia

Alireza Memarian

AM

4

Publications

63

Citations

4

H-Index

2021

Active since

Affiliations

University of Alberta(Current)

Alireza Memarian is an author at University of Alberta specializing in pattern recognition, engineering, and machine learning.

Top concepts

EngineeringMachine LearningPattern RecognitionStatisticsData ScienceFault DiagnosisComputer ScienceSignal ProcessingSystems EngineeringStatistical Inference

Publications per year

2021–2025

4

Publications

4

Mixture robust semi-supervised probabilistic principal component regression with missing input data

Alireza Memarian, Santhosh Kumar Varanasi, Biao Huang · Chemometrics and Intelligent Laboratory Systems · 2021 · 25 citations

Latent Modeling, Engineering, Machine Learning +9

Robust multi-mode probabilistic slow feature analysis with application to fault detection

Alireza Memarian, Rahul Raveendran, Biao Huang · Journal of Process Control · 2023 · 18 citations

Fault Diagnosis, Reliability Engineering, Engineering +9

Smart optimization with PPCR modeling in the presence of missing data, time delay and model-plant mismatch

Alireza Memarian, Santhosh Kumar Varanasi, Biao Huang et al. · Chemometrics and Intelligent Laboratory Systems · 2023 · 10 citations

Entropy-enhanced batch sampling and conformal learning in VGAE for physics-informed causal discovery and fault diagnosis

Mohammadhossein Modirrousta, Alireza Memarian, Biao Huang · Computers & Chemical Engineering · 2025 · 10 citations

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