Concepedia

Nurettin Dorukhan Sergin

ND

5

Publications

133

Citations

5

H-Index

2019

Active since

Affiliations

Arizona State University(Current)

Tsinghua University

Hong Kong University of Science and Technology

Nurettin Dorukhan Sergin is an author at Arizona State University specializing in data science, computer science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningPredictive AnalyticsGraph TheoryMachine VisionComputer VisionInverse Problems

Publications per year

2019–2021

5

Publications

5

Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction

Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 51 citations · Full text

Graph Sparsity, Transport Network Analysis, Engineering +18

Deep multistage multi-task learning for quality prediction of multistage manufacturing systems

Hao Yan, Nurettin Dorukhan Sergin, William A. Brenneman et al. · Journal of Quality Technology · 2021 · 36 citations

Artificial Intelligence, Engineering, Machine Learning +19

Toward a better monitoring statistic for profile monitoring via variational autoencoders

Nurettin Dorukhan Sergin, Hao Yan · Journal of Quality Technology · 2021 · 24 citations · Full text

Engineering, Machine Learning, Autoencoders +20

Image-based Process Monitoring via Adversarial Autoencoder with Applications to Rolling Defect Detection

Hao Yan, Huai-Ming Yeh, Nurettin Dorukhan Sergin · 2019 · 11 citations

Anomaly Detection, Machine Learning, Engineering +20

Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction

Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan et al. · arXiv (Cornell University) · 2019 · 11 citations · Full text

Graph Sparsity, Transport Network Analysis, Engineering +17

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