| Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in supply chain management HD Nguyen, KP Tran, S Thomassey, M Hamad International Journal of Information Management 57, 102282, 2021 | 500 | 2021 |
| Predicting Water Quality Index (WQI) by feature selection and machine learning: A case study of An Kim Hai irrigation system BQ Lap, H Du Nguyen, PT Hang, NQ Phi, VT Hoang, PG Linh, BTT Hang Ecological Informatics 74, 101991, 2023 | 83 | 2023 |
| Anomaly detection using long short term memory networks and its applications in supply chain management KP Tran, H Du Nguyen, S Thomassey IFAC-PapersOnLine 52 (13), 2408-2412, 2019 | 57 | 2019 |
| Explainable anomaly detection for industrial control system cybersecurity NX Hoang, NV Hoang, NH Du, TT Huong, KP Tran IFAC-PapersOnLine 55 (10), 1183-1188, 2022 | 47 | 2022 |
| On the performance of VSI Shewhart control chart for monitoring the coefficient of variation in the presence of measurement errors HD Nguyen, QT Nguyen, KP Tran, DP Ho The International Journal of Advanced Manufacturing Technology 104, 211-243, 2019 | 45 | 2019 |
| Monitoring the ratio of two normal variables using variable sampling interval exponentially weighted moving average control charts HD Nguyen, KP Tran, C Heuchenne Quality and Reliability Engineering International 35 (1), 439-460, 2018 | 44 | 2018 |
| Industrial Internet of Things, big data, and artificial intelligence in the smart factory: A survey and perspective HD Nguyen, KP Tran, X Zeng, L Koehl, P Castagliola, P Bruniaux ISSAT international conference on data science in business, finance and …, 2019 | 42 | 2019 |
| On the effect of the measurement error on Shewhart t and EWMA t control charts HD Nguyen, KP Tran, G Celano, PE Maravelakis, P Castagliola The International Journal of Advanced Manufacturing Technology 107, 4317-4332, 2020 | 34 | 2020 |
| Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction NH Du, NH Long, KN Ha, NV Hoang, TT Huong, KP Tran Computers in industry 148, 103888, 2023 | 30 | 2023 |
| CUSUM control charts with variable sampling interval for monitoring the ratio of two normal variables HD Nguyen, KP Tran, HL Heuchenne Quality and Reliability Engineering International 36 (2), 474-497, 2020 | 30 | 2020 |
| Wearable sensor data based human activity recognition using machine learning: a new approach HD Nguyen, KP Tran, X Zeng, L Koehl, G Tartare arXiv preprint arXiv:1905.03809, 2019 | 30 | 2019 |
| Variable sampling interval Shewhart control charts for monitoring the multivariate coefficient of variation QT Nguyen, KP Tran, HL Heuchenne, TH Nguyen, HD Nguyen Applied Stochastic Models in Business and Industry 35 (5), 1253-1268, 2019 | 26 | 2019 |
| On the performance of CUSUM control charts for monitoring the coefficient of variation with measurement errors KP Tran, HD Nguyen, PH Tran, C Heuchenne The International Journal of Advanced Manufacturing Technology 104, 1903-1917, 2019 | 24 | 2019 |
| The effect of measurement errors on the performance of the exponentially weighted moving average control charts for the ratio of two normally distributed variables HD Nguyen, KP Tran, KD Tran European Journal of Operational Research 293 (1), 203-218, 2021 | 22 | 2021 |
| Effect of the measurement errors on two one‐sided Shewhart control charts for monitoring the ratio of two normal variables H Du Nguyen, K Phuc Tran Quality and Reliability Engineering International 36 (5), 1731-1750, 2020 | 19 | 2020 |
| One-sided synthetic control charts for monitoring the coefficient of variation with measurement errors KP Tran, HD Nguyen, QT Nguyen, W Chattinnawat 2018 IEEE international conference on industrial engineering and engineering …, 2018 | 19 | 2018 |
| Bayesian inference for Common cause failure rate based on causal inference with missing data HD Nguyen, E Gouno Reliability Engineering & System Safety 197, 106789, 2020 | 18 | 2020 |
| Dynamics of predator-prey population with modified Leslie-Gower and Holling-type II schemes NH Du, NM Man, TT Trung Acta Mathematica Vietnamica 32 (1), 99-111, 2007 | 17 | 2007 |
| A deep learning-based approach for bee sound identification TH Truong, H Du Nguyen, TQA Mai, HL Nguyen, TNM Dang Ecological Informatics 78, 102274, 2023 | 16 | 2023 |
| Monitoring coefficient of variation using one-sided run rules control charts in the presence of measurement errors PH Tran, C Heuchenne, HD Nguyen, H Marie Journal of Applied Statistics 48 (12), 2178-2204, 2021 | 16 | 2021 |
Kim Phuc TRANSenior Associate Professor (Maître de Conférences HDR, equivalent to a UK Reader)Verified email at univ-lille.fr
