Concepedia

Kamran Paynabar

KP

49

Publications

2.1K

Citations

25

H-Index

2007

Active since

Affiliations

Georgia Institute of Technology(Current)

University of Michigan

Arizona State University

University of Salento

Politecnico di Milano

Kamran Paynabar is an author at Georgia Institute of Technology specializing in engineering, data science, and systems engineering.

Top concepts

EngineeringSystems EngineeringData ScienceStatisticsMachine LearningProcess ControlComputer ScienceBusinessFunctional Data AnalysisSignal Processing

Publications per year

2007–2024

49

Publications

49

Image-Based Process Monitoring Using Low-Rank Tensor Decomposition

Hao Yan, Kamran Paynabar, Jianjun Shi · IEEE Transactions on Automation Science and Engineering · 2014 · 136 citations

Video Sensors, Machine Learning, Engineering +18

Feature selection for manufacturing process monitoring using cross-validation

Chenhui Shao, Kamran Paynabar, Tae Hyung Kim et al. · Journal of Manufacturing Systems · 2013 · 135 citations

Industrial Design, Engineering, Data Science +9

Real-Time Monitoring of High-Dimensional Functional Data Streams via Spatio-Temporal Smooth Sparse Decomposition

Hao Yan, Kamran Paynabar, Jianjun Shi · Technometrics · 2017 · 124 citations

Real-time Monitoring, Data Stream, Engineering +14

An overview and perspective on social network monitoring

William H. Woodall, Meng Zhao, Kamran Paynabar et al. · IISE Transactions · 2016 · 123 citations

Social Data Analysis, Engineering, Social Medium Monitoring +17

A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis

Kamran Paynabar, Changliang Zou, Peihua Qiu · Technometrics · 2015 · 120 citations

Fault Diagnosis, Engineering, Measurement +23

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