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Tran Phuong Hanh

HEC Liège Research

See author's contact details
ORCID
0000-0002-0237-9806
Main Referenced Co-authors
Heuchenne, Cédric  (13)
Tran, Kim Phuc (8)
Nguyen, Huu Du (4)
Nguyen, Quoc Thong  (2)
Thomassey, Sébatien (2)
Main Referenced Keywords
Coefficient of Variation (2); Markov chain (2); Measurement Errors (2); Measurement errors (2); SPC (2);
Main Referenced Disciplines
Quantitative methods in economics & management (10)
Electrical & electronics engineering (2)
Production, distribution & supply chain management (1)
Computer science (1)
Mathematics (1)

Publications (total 15)

The most downloaded
128 downloads
Tran, P. H., & Heuchenne, C. (2021). Monitoring the Coefficient of Variation using Variable Sampling Interval CUSUM control charts. Journal of Statistical Computation and Simulation, 91 (3), 501-521. doi:10.1080/00949655.2020.1819278 https://hdl.handle.net/2268/250790

The most cited

31 citations (Scopus®)

Tran, P. H., Tran, K. P., Thu Huong, T., Heuchenne, C., Hientran, P., & Huong Le. (2018). Real Time Data-Driven Approaches for Credit Card Fraud Detection. In ICEBA 2018 Proceedings of the 2018 International Conference on E-Business and Applications. doi:10.1145/3194188.3194196 https://hdl.handle.net/2268/225666

Scientific outputs

Articles in scientific journals with peer reviewing verified by ORBi or included in HEC journal guide

Tran, P. H., Heuchenne, C., Nguyen, H. D., & Marie, H. (2021). Monitoring coefficient of variation using one-sided run rules control charts in the presence of measurement errors. Journal of Applied Statistics, 48 (12), 2178- 2204. doi:10.1080/02664763.2020.1787356
Peer Reviewed verified by ORBi

Tran, P. H., & Heuchenne, C. (2021). Monitoring the Coefficient of Variation using Variable Sampling Interval CUSUM control charts. Journal of Statistical Computation and Simulation, 91 (3), 501-521. doi:10.1080/00949655.2020.1819278
Peer Reviewed verified by ORBi

Tran, K. P., Nguyen, H. D., Tran, P. H., & Heuchenne, C. (2019). On the performance of CUSUM control charts for monitoring the coefficient of variation with measurement errors. International Journal of Advanced Manufacturing Technology, 104 (5-8), 1903-1917. doi:10.1007/s00170-019-03987-6
Peer Reviewed verified by ORBi

Tran, P. H., Tran, K. P., & Athanasios, R. (2019). A Synthetic median control chart for monitoring the process mean with measurement errors. Quality and Reliability Engineering International, 35 (4), 1100-1116. doi:10.1002/qre.2447
Peer Reviewed verified by ORBi

Chapters in collective works

Nguyen, H. D., Tran, P. H., Do, T. H., & Tran, K. P. (2023). Quality Control for Smart Manufacturing in Industry 5.0. In Artificial Intelligence for Smart Manufacturing (pp. 35-64). Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-30510-8_3
Peer reviewed

Tran, P. H., Tran, K. P., Heuchenne, C., & Nguyen, H. D. (2022). Monitoring Coefficient of Variation Using CUSUM Control Charts. In Springer Handbook of Engineering Statistics, 2nd ed. Germany: Springer. doi:10.1007/978-1-4471-7503-2_18
Peer reviewed

Marcos Alvarez, A., Heuchenne, C., Tran, P. H., & Faraz, A. (2021). Decision support system with Genetic algorithm for economic statistical design of Nonparametric control charts. In Machine Learning and Probabilistic Graphical Models for Decision Support Systems. United States: Taylor & Francis.
Peer reviewed

Tran, P. H., Nguyen, Q. T., Tran, K. P., & Heuchenne, C. (2020). Wearable sensor data based human activity recognition using deep learning: A new approach. In Developments of Artificial Intelligence Technologies in Computation and Robotics (pp. 581-588). WORLD SCIENTIFIC. doi:10.1142/9789811223334_0070
Peer reviewed

Proceedings published in a book or a journal

Tran, P. H., Heuchenne, C., & Thomassey, S. (2022). Enhanced CUSUM control charts for monitoring Coefficient of Variation: A case study in Textile industry. IFAC-PapersOnLine. doi:10.1016/j.ifacol.2022.09.552
Peer Reviewed verified by ORBi

Tran, P. H., Heuchenne, C., & Thomassey, S. (2020). An Anomaly Detection Approach based on the combination of LSTM Autoencoder and Isolation Forest for multivariate time series data. In 14th International FLINS Conference on Robotics and Artificial Intelligence, Germany 2020 (FLINS 2020 proceedings).
Peer reviewed

Tran, P. H., Rakitzis, A. C., Nguyen, H. D., Nguyen, Q. T., Tran, H., Tran, K. P., & Heuchenne, C. (2020). New Methods for Anomaly Detection: Run Rules Multivariate Coefficient of Variation Control Charts. In 2020 International Conference on Advanced Technologies for Communications (ATC) (pp. 40-44). IEEE. doi:10.1109/ATC50776.2020.9255479
Peer reviewed

Tran, P. H., & Heuchenne, C. (2019). CUSUM control charts for the Coefficient of Variation with Measurement Errors. In A. Dolgui, D. Ivanov, ... F. Yalaoui (Eds.), Proceedings of the 9th IFAC Conference Manufacturing Modelling, Management and Control MIM 2019. IFAC-PapersOnLine series (Elsevier). doi:10.1016/j.ifacol.2019.11.477
Peer reviewed

Tran, P. H., Heuchenne, C., & Nguyen, H. D. (2019). One-Sided Run Rules control charts for Coefficient of Variation with Measurement Errors. In Proceedings of ISSAT International Conference on Data Science in Business, Finance and Industry (DSBFI 2019) (pp. 31-35).
Peer reviewed

Tran, P. H., Tran, K. P., Thu Huong, T., Heuchenne, C., Nguyen, T. A. D., & Ngon, D. (2018). A Variable Sampling Interval EWMA Distribution-Free Control Chart for Monitoring Services Quality. In ICEBA 2018 Proceedings of the 2018 International Conference on E-Business and Applications (pp. 1-5). doi:10.1145/3194188.3194191
Peer reviewed

Tran, P. H., Tran, K. P., Thu Huong, T., Heuchenne, C., Hientran, P., & Huong Le. (2018). Real Time Data-Driven Approaches for Credit Card Fraud Detection. In ICEBA 2018 Proceedings of the 2018 International Conference on E-Business and Applications. doi:10.1145/3194188.3194196
Peer reviewed

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