Jie Zhang

Nanyang Technological University (NTU)

S3 B2-A28 Nanyang Avenue

Singapore, 639798

Singapore

  • Nanyang Technological University (NTU)

SCHOLARLY PAPERS

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Scholarly Papers (3)

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1.

Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach

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Citation 4

Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach

Number of pages: 49 Posted: 08 Oct 2015 Last Revised: 31 Oct 2019
Yang Bao, Bin Ke, Bin Li, Y. Julia Yu and Jie Zhang
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, National University of Singapore, Wuhan University, University of Virginia and Nanyang Technological University (NTU)
Downloads 1,981 (17,634)
Citation 4

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fraud prediction, machine learning, ensemble learning

Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach

Journal of Accounting Research, Volume 58, Issue 1, March 2020
Posted: 09 Mar 2020
Yang Bao, Bin Ke, Y. Julia Yu and Jie Zhang
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, National University of Singapore, University of Virginia and Nanyang Technological University (NTU)

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fraud prediction; machine learning; ensemble learning

2.

A Hybrid of Genetic Algorithm and Greedy Batch Strategy for Complex Job-Shop Scheduling Problem

Proceedings of the 12th Conference on Learning Factories (CLF 2022), Proceedings of the 4th International Conference: Innovative Advancement in Engineering & Technology (IAET) 2020
Number of pages: 3 Posted: 07 Apr 2022 Last Revised: 29 Apr 2022
Xianli Zhang, Yan-Chao Wang and Jie Zhang
Nanyang Technological University (NTU), Nanyang Technological University (NTU) and Nanyang Technological University (NTU)
Downloads 87 (629,172)

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Cyber-Physical Production System, Complex Job-Shop Scheduling, Genetic Algorithm, Semiconductor Manufacturing

3.

Surrogate-based Performance Prediction with Uncertainties in Semiconductor Manufacturing

Proceedings of the 12th Conference on Learning Factories (CLF 2022)
Number of pages: 6 Posted: 07 Apr 2022
Yan-Chao Wang and Jie Zhang
Nanyang Technological University (NTU) and Nanyang Technological University (NTU)
Downloads 57 (792,919)

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Learning Factory; Cyber-physical Production System; Surrogate Model; Semiconductor Manufacturing; Performance Prediction;