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2020 – today
- 2024
[j33]Muhammad Imran
, Hong-Liang Dai, Fatima Sehar Zaidi, Xuelong Hu, Kim Phuc Tran, Jinsheng Sun:
Analyzing out-of-control signals of T2 control chart for compositional data using artificial neural networks. Expert Syst. Appl. 238(Part E): 122165 (2024)- 2023
- [j32]Fatima Sehar Zaidi, Hong-Liang Dai, Muhammad Imran, Kim Phuc Tran:
Analyzing abnormal pattern of hotelling T2 control chart for compositional data using artificial neural networks. Comput. Ind. Eng. 180: 109254 (2023) - [j31]Fatima Sehar Zaidi, Hong-Liang Dai, Muhammad Imran, Kim Phuc Tran:
Monitoring autocorrelated compositional data vectors using an enhanced residuals Hotelling T2 control chart. Comput. Ind. Eng. 181: 109280 (2023) - [j30]Aamir Saghir, Xuelong Hu, Kim Phuc Tran, Zhi Song:
Optimal design and evaluation of adaptive EWMA monitoring schemes for Inverse Maxwell distribution. Comput. Ind. Eng. 181: 109290 (2023) - [j29]Muhammad Imran, Hong-Liang Dai, Fatima Sehar Zaidi, Kim Phuc Tran, Zameer Abbas, Hafiz Zafar Nazir:
Incorporating principal component analysis into Hotelling T2 control chart for compositional data monitoring. Comput. Ind. Eng. 186: 109755 (2023) - [j28]Huu Du Nguyen, Nguyen Hoang Long, Hai-Dang Kieu, Nguyen Viet Hoang, Truong Thu Huong, Kim Phuc Tran:
Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction. Comput. Ind. 148: 103888 (2023) - [j27]Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li:
AnoFed: Adaptive anomaly detection for digital health using transformer-based federated learning and support vector data description. Eng. Appl. Artif. Intell. 121: 106051 (2023) - [j26]Huu Du Nguyen, Adel Ahmadi Nadi, Kim Duc Tran, Philippe Castagliola, Giovanni Celano, Kim Phuc Tran:
The Shewhart-type RZ control chart for monitoring the ratio of autocorrelated variables. Int. J. Prod. Res. 61(20): 6746-6771 (2023) - [c4]Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li:
Proof of Swarm Based Ensemble Learning for Federated Learning Applications. SAC 2023: 152-155 - 2022
- [j25]Truong Thu Huong, Phuong Bac Ta, Hai-Dang Kieu, Nguyen Viet Hoang, Nguyen Xuan Hoang, Nguyen Tai Hung, Kim Phuc Tran:
Federated Learning-Based Explainable Anomaly Detection for Industrial Control Systems. IEEE Access 10: 53854-53872 (2022) - [j24]Robab Afshari, Adel Ahmadi Nadi, Arne Johannssen, Nataliya Chukhrova, Kim Phuc Tran:
The effects of measurement errors on estimating and assessing the multivariate process capability with imprecise characteristic. Comput. Ind. Eng. 172(Part): 108563 (2022) - [j23]Thu-Huong Truong, Phuong Bac Ta, Le Anh Quang, Nguyen Minh Dan, Le Thanh Cong, Nguyen Xuan Hoang, Do Thu Ha, Nguyen Tai Hung, Kim Phuc Tran:
Light-weight federated learning-based anomaly detection for time-series data in industrial control systems. Comput. Ind. 140: 103692 (2022) - [j22]Rita Sleiman, Ahmad Mazyad, Moez Hamad, Kim Phuc Tran, Sébastien Thomassey:
Forecasting Sales Profiles of Products in an Exceptional Context: COVID-19 Pandemic. Int. J. Comput. Intell. Syst. 15(1): 99 (2022) - [j21]Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li:
Designing ECG monitoring healthcare system with federated transfer learning and explainable AI. Knowl. Based Syst. 236: 107763 (2022) - [i10]Do Thu Ha, Nguyen Xuan Hoang, Nguyen Viet Hoang, Huu Du Nguyen, Truong Thu Huong, Kim Phuc Tran:
Explainable Anomaly Detection for Industrial Control System Cybersecurity. CoRR abs/2205.01930 (2022) - [i9]Ali Raza, Shujun Li, Kim Phuc Tran, Ludovic Koehl:
Detection of Poisoning Attacks with Anomaly Detection in Federated Learning for Healthcare Applications: A Machine Learning Approach. CoRR abs/2207.08486 (2022) - [i8]Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li:
Proof of Swarm Based Ensemble Learning for Federated Learning Applications. CoRR abs/2212.14050 (2022) - 2021
- [j20]Truong Thu Huong, Phuong Bac Ta, Dao Minh Long, Bui Doan Thang, Nguyen T. Binh, Tran Duc Luong, Kim Phuc Tran:
LocKedge: Low-Complexity Cyberattack Detection in IoT Edge Computing. IEEE Access 9: 29696-29710 (2021) - [j19]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Changhai Yi:
A deep reinforcement learning based multi-criteria decision support system for optimizing textile chemical process. Comput. Ind. 125: 103373 (2021) - [j18]Truong Thu Huong, Phuong Bac Ta, Dao Minh Long, Tran Duc Luong, Nguyen Minh Dan, Le Anh Quang, Le Thanh Cong, Bui Doan Thang, Kim Phuc Tran:
Detecting cyberattacks using anomaly detection in industrial control systems: A Federated Learning approach. Comput. Ind. 132: 103509 (2021) - [j17]Huu Du Nguyen, Kim Phuc Tran, Kim Duc Tran:
The effect of measurement errors on the performance of the Exponentially Weighted Moving Average control charts for the Ratio of Two Normally Distributed Variables. Eur. J. Oper. Res. 293(1): 203-218 (2021) - [j16]Huu Du Nguyen, Kim Phuc Tran, Sébastien Thomassey, Moez Hamad:
Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in supply chain management. Int. J. Inf. Manag. 57: 102282 (2021) - [j15]Kim Duc Tran, Huu Du Nguyen, Thi Hien Nguyen, Kim Phuc Tran:
Design of a variable sampling interval exponentially weighted moving average median control chart in presence of measurement errors. Qual. Reliab. Eng. Int. 37(1): 374-390 (2021) - [j14]Kim Phuc Tran:
Artificial Intelligence for Smart Manufacturing: Methods and Applications. Sensors 21(16): 5584 (2021) - [c3]Rita Sleiman, Kim Phuc Tran, Sébastien Thomassey:
Long Term Demand Forecasting System for Demand Driven Manufacturing. APMS (1) 2021: 13-20 - [i7]Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li:
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI. CoRR abs/2105.12497 (2021) - [i6]Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li, Xianyi Zeng, Khaled Benzaidi:
Lightweight Transformer in Federated Setting for Human Activity Recognition. CoRR abs/2110.00244 (2021) - 2020
- [j13]Huu Du Nguyen, Kim Phuc Tran, Henri L. Heuchenne:
CUSUM control charts with variable sampling interval for monitoring the ratio of two normal variables. Qual. Reliab. Eng. Int. 36(2): 474-497 (2020) - [j12]Huu Du Nguyen, Kim Phuc Tran:
Effect of the measurement errors on two one-sided Shewhart control charts for monitoring the ratio of two normal variables. Qual. Reliab. Eng. Int. 36(5): 1731-1750 (2020) - [j11]Fatima Sehar Zaidi, Philippe Castagliola, Kim Phuc Tran, Michael Boon Chong Khoo:
Performance of the MEWMA-CoDa control chart in the presence of measurement errors. Qual. Reliab. Eng. Int. 36(7): 2411-2440 (2020) - [i5]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Changhai Yi:
A reinforcement learning based decision support system in textile manufacturing process. CoRR abs/2005.09867 (2020) - [i4]Truong Thu Huong, Phuong Bac Ta, Dao Minh Long, Bui Doan Thang, Nguyen T. Binh, Tran Duc Luong, Kim Phuc Tran:
LocKedge: Low-Complexity Cyberattack Detection in IoT Edge Computing. CoRR abs/2011.14194 (2020) - [i3]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Changhai Yi:
Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning. CoRR abs/2012.01101 (2020) - [i2]Zhenglei He, Kim Phuc Tran, Sébastien Thomassey, Xianyi Zeng, Jie Xu, Haiyi Chang:
A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization. CoRR abs/2012.14794 (2020)
2010 – 2019
- 2019
- [j10]Thu Huong Truong, Phuong Bac Ta, Quoc-Thông Nguyen, Huu Du Nguyen, Kim Phuc Tran:
A data-driven approach for Network Intrusion Detection and Monitoring based on Kernel Null Space. EAI Endorsed Trans. Ind. Networks Intell. Syst. 6(20): e1 (2019) - [j9]Kim Phuc Tran, Cédric Heuchenne, Narayanaswamy Balakrishnan:
On the performance of coefficient of variation charts in the presence of measurement errors. Qual. Reliab. Eng. Int. 35(1): 329-350 (2019) - [j8]Huu Du Nguyen, Kim Phuc Tran, Cédric Heuchenne:
Monitoring the ratio of two normal variables using variable sampling interval exponentially weighted moving average control charts. Qual. Reliab. Eng. Int. 35(1): 439-460 (2019) - [j7]Phuong Hanh Tran, Kim Phuc Tran, Athanasios C. Rakitzis:
A Synthetic median control chart for monitoring the process mean with measurement errors. Qual. Reliab. Eng. Int. 35(4): 1100-1116 (2019) - [j6]Vicent Giner-Bosch, Kim Phuc Tran, Philippe Castagliola, Michael Boon Chong Khoo:
An EWMA control chart for the multivariate coefficient of variation. Qual. Reliab. Eng. Int. 35(6): 1515-1541 (2019) - [c2]Thu Huong Truong, Phuong Bac Ta, Quoc-Thông Nguyen, Huu Du Nguyen, Kim Phuc Tran:
A Data-Driven Approach for Network Intrusion Detection and Monitoring Based on Kernel Null Space. INISCOM 2019: 130-140 - [i1]Huu Du Nguyen, Kim Phuc Tran, Xianyi Zeng, Ludovic Koehl, Guillaume Tartare:
Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach. CoRR abs/1905.03809 (2019) - 2018
- [j5]Kim Phuc Tran, Sven Knoth:
Steady-state ARL analysis of ARL-unbiased EWMA-RZ control chart monitoring the ratio of two normal variables. Qual. Reliab. Eng. Int. 34(3): 377-390 (2018) - [j4]Kim Phuc Tran, Philippe Castagliola, Giovanni Celano, Michael B. C. Khoo:
Monitoring compositional data using multivariate exponentially weighted moving average scheme. Qual. Reliab. Eng. Int. 34(3): 391-402 (2018) - [c1]Kim Phuc Tran, Huu Du Nguyen, Quoc-Thông Nguyen, Wichai Chattinnawat:
One-Sided Synthetic Control Charts for Monitoring the Coefficient of Variation with Measurement Errors. IEEM 2018: 1667-1671 - 2017
- [j3]Kim Phuc Tran, Philippe Castagliola, Narayanaswamy Balakrishnan:
On the Performance of Shewhart median Chart in the Presence of Measurement Errors. Qual. Reliab. Eng. Int. 33(5): 1019-1029 (2017) - [j2]Kim Phuc Tran:
Run Rules median control charts for monitoring process mean in manufacturing. Qual. Reliab. Eng. Int. 33(8): 2437-2450 (2017) - 2016
- [j1]Kim Phuc Tran, Philippe Castagliola, Giovanni Celano:
Monitoring the Ratio of Two Normal Variables Using EWMA Type Control Charts. Qual. Reliab. Eng. Int. 32(5): 1853-1869 (2016)
Coauthor Index
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