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One-sided variable sampling interval EWMA control charts for monitoring the multivariate coefficient of variation in the presence of measurement errors

 Quoc-Thông T Nguyen , Vicent Giner-Bosch , Kim Duc Tran , Cédric Heuchenne , Kim Phuc Tran
International Journal of Advanced Manufacturing Technology, 2021, 115 (5-6), pp.1821-1851. ⟨10.1007/s00170-021-07138-8⟩
Article dans une revue hal-03544254v1
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Forecasting and Anomaly Detection approaches using LSTM and LSTM Autoencoder techniques with the applications in Supply Chain Management

 H D Nguyen , Kim Phuc Tran , S Thomassey , M Hamad
International Journal of Information Management, 2020
Article dans une revue hal-03083642v1
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Long Term Demand Forecasting System for Demand Driven Manufacturing

 Sleiman Rita , Kim Phuc Tran , Thomassey Sébastien
IFIP International Conference on Advances in Production Management Systems, Sep 2021, Nantes, France. pp.13 - 20, ⟨10.1007/978-3-030-85874-2_2⟩
Communication dans un congrès hal-03544286v1
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The effect of measurement errors on the performance of the Exponentially Weighted Moving Average control charts for the Ratio of Two Normally Distributed Variables

 H D Nguyen , Kim Phuc Tran , K.D Tran
European Journal of Operational Research, 2020
Article dans une revue hal-03083652v1
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New Methods for Anomaly Detection: Run Rules Multivariate Coefficient of Variation Control Charts

 Phuong Hanh H Tran , A. C. Rakitzis , H. D. Nguyen , Thong Nguyen , H Tran , et al.
2020 International Conference on Advanced Technologies for Communications, Oct 2020, Nha Trang, Vietnam. pp.40-44, ⟨10.1109/ATC50776.2020.9255479⟩
Communication dans un congrès hal-02968963v1
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Detecting Cyberattacks using Anomaly Detection in Industrial Control Systems: A Federated Learning approach

 Thu Huong Truong , Ta Phuong Bac , Dao Minh Long , Tran Duc Luong , Nguyen Minh Dan , et al.
Computers in Industry, 2021, 132, pp.103509. ⟨10.1016/j.compind.2021.103509⟩
Article dans une revue hal-03544248v1
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On the Performance of CUSUM control charts for monitoring the Coefficient of Variation with Measurement Errors

 Kim Phuc Tran , H D Nguyen , Phuong Hanh Tran , Cédric Heuchenne
International Journal of Advanced Manufacturing Technology, 2019, ⟨10.1007/s00170-019-03987-6⟩
Article dans une revue hal-02562709v1
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On the Performance of Coefficient of Variation Charts in the Presence of Measurement Errors

 Kim Phuc Tran , Cédric Hechenne , Narayanaswamy Balakrishnan
Quality and Reliability Engineering International, 2019, ⟨10.1002/qre.2402⟩
Article dans une revue hal-02562714v1
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A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization

 Zhenglei He , Kim Phuc Tran , Sebastien Thomassey , Xianyi Zeng , Jie Xu , et al.
Computers in Industry, 2020
Article dans une revue hal-03083646v1
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Effect of the measurement errors on two one-sided Shewhart control charts for monitoring the ratio of two normal variables

 Huu Du Nguyen , Kim Phuc Tran
Quality and Reliability Engineering International, 2020, ⟨10.1002/qre.2656⟩
Article dans une revue hal-02562701v1
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On the performance of VSI Shewhart control chart for monitoring the coefficient of variation in the presence of measurement errors

 Huu Du Nguyen , Quoc Thong Nguyen , Kim Phuc Tran , Dang Phuc Ho
International Journal of Advanced Manufacturing Technology, 2019, ⟨10.1007/s00170-019-03352-7⟩
Article dans une revue hal-02005536v1
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The Performance of the EWMA Median Chart in the Presence of Measurement Error

 Huu Du Nguyen , Quoc Thong Nguyen , Thi Hien Nguyen , Narayanaswamy Balakrishnan , Kim Phuc Tran
Artificial Intelligence Evolution, 2020, pp.48 - 62. ⟨10.37256/aie.112020401⟩
Article dans une revue hal-04304311v1

Monitoring the ratio of population means of a bivariate normal distribution using CUSUM type control charts

 Kim Phuc Tran , Philippe Castagliola , Giovanni Celano
Statistical Papers, 2018, 59 (1), pp.387 - 413. ⟨10.1007/s00362-016-0769-4⟩
Article dans une revue hal-01773342v1
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Surveillance de procédés de type mélange

 Kim Phuc Tran
Automatique / Robotique. Université de Nantes (UNAM), 2016. Français. ⟨NNT : ⟩
Thèse tel-02525768v1
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Anomaly Detection for Compositional Data using VSI MEWMA control chart

 Thi Thuy Van Nguyen , Cédric Heuchenne , Kim Phuc Tran
10th IFAC Conference on Manufacturing Modelling, Management and Control, Jun 2022, Nantes, France
Communication dans un congrès hal-03621457v1

Designing of Run Rules t control charts for monitoring changes in the process mean

 Kim Phuc Tran
Chemometrics and Intelligent Laboratory Systems, 2018, 174, pp.85 - 93. ⟨10.1016/j.chemolab.2018.01.009⟩
Article dans une revue hal-01705991v1
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Variable Sampling Interval Control Charts for Monitoring the Ratio of Two Normal Variables

 Huu Du Nguyen , Kim Phuc Tran , Thong Ngee Goh
Journal of Testing and Evaluation, 2020, ⟨10.1520/JTE20190327⟩
Article dans une revue hal-02562703v1
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Federated Learning-Based Explainable Anomaly Detection for Industrial Control Systems

 Truong Thu Huong , Ta Phuong Bac , Kieu Ngan Ha , Nguyen Viet Hoang , Nguyen Xuan Hoang , et al.
IEEE Access, 2022, 10, pp.53854-53872. ⟨10.1109/ACCESS.2022.3173288⟩
Article dans une revue hal-03680870v1
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Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning

 Zhenglei He , Kim Phuc Tran , Sebastien Thomassey , Xianyi Zeng , Jie Xu , et al.
2020
Pré-publication, Document de travail hal-03034497v1
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A data-driven approach for Network Intrusion Detection and Monitoring based on Kernel Null Space

 Truong Thu Huong , Ta Phuong Bac , Quoc Thong Nguyen , Huu Du Nguyen , Kim Phuc Tran
INISCOM 2019 – 5th EAI International Conference on Industrial Networks and Intelligent Systems, Aug 2018, Ho Chi Minh, Vietnam
Communication dans un congrès hal-02275306v1
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Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach

 H D Nguyen , Kim Phuc Tran , X Zeng , L. Koehl , Guillaume Tartare
ISSAT International Conference on Data Science in Business, Finance and Industry, Jul 2019, Da Nang, Vietnam
Communication dans un congrès hal-02268125v1
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A Synthetic median control chart for monitoring process mean with measurement errors

 Kim Phuc Tran , Phuong Hanh Tran , Athanasios Rakitzis
Quality and Reliability Engineering International, 2019, ⟨10.1002/qre.2447⟩
Article dans une revue hal-02562704v1
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The Efficiency of the VSI Exponentially Weighted Moving Average Median Control Chart

 Kim Phuc Tran , Philippe Castagliola , Thi-Hien Nguyen , Anne Cuzol
24th ISSAT International Conference on Reliability and Quality in Design, Aug 2018, Toronto, Canada
Communication dans un congrès hal-01871495v1
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Multi-objective optimization of the textile manufacturing process using deep-Q-network based multi-agent reinforcement learning

 Zhenglei He , Kim Phuc Tran , Sebastien Thomassey , Xianyi Zeng , Jie Xu , et al.
Journal of Manufacturing Systems, 2021, ⟨10.1016/j.jmsy.2021.03.017⟩
Article dans une revue hal-03544260v1
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Wearable Sensor Data Based Human Activity Recognition using Deep Learning: A new approach

 Phuong Hanh Tran , Thong Nguyen , Kim Phuc Tran , Cédric Heuchenne
FLINS/ISKE 2020, Sep 2020, Cologne (on line), Germany. pp.581-588, ⟨10.1142/9789811223334_0070⟩
Communication dans un congrès hal-02547033v2
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Introduction to Control Charts and Machine Learning for Anomaly Detection in Manufacturing

 Kim Phuc Tran
Control Charts and Machine Learning for Anomaly Detection in Manufacturing., 2021, Springer Series in Reliability Engineering, ⟨10.1007/978-3-030-83819-5_1⟩
Chapitre d'ouvrage hal-03544295v1
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Designing ECG monitoring healthcare system with federated transfer learning and explainable AI

 Ali Raza , Kim Phuc Tran , Ludovic Koehl , Shujun Li
Knowledge-Based Systems, 2021, 236, ⟨10.1016/j.knosys.2021.107763⟩
Article dans une revue hal-03544272v1

On the effect of the measurement error on Shewhart t and EWMA t control charts

 Huu Du Nguyen , Kim Phuc Tran , Giovanni Celano , Petros Maravelakis , Philippe Castagliola
International Journal of Advanced Manufacturing Technology, 2020, 107 (9-10), pp.4317-4332. ⟨10.1007/s00170-020-05222-z⟩
Article dans une revue hal-02568969v1
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A REINFORCEMENT LEARNING BASED DECISION SUPPORT SYSTEM IN TEXTILE MANUFACTURING PROCESS

 Zhenglei He , Kim Phuc Tran , Sébastien Thomassey , Xianyi Zeng , Changhai Yi
15th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2020), Aug 2020, Cologne, Germany
Communication dans un congrès hal-02612287v1
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Control Charts and Machine Learning for Anomaly Detection in Manufacturing

 Kim Phuc Tran
2021
Ouvrages hal-03561200v1
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