Search - Archive ouverte HAL Access content directly

Filter your results

44 Results
Image document

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
Journal articles hal-03083642v1
Image document

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 et al.
International Journal of Advanced Manufacturing Technology, 2021, 115 (5-6), pp.1821-1851. ⟨10.1007/s00170-021-07138-8⟩
Journal articles hal-03544254v1
Image document

Long Term Demand Forecasting System for Demand Driven Manufacturing

Sleiman Rita , Kim Phuc Tran , Thomassey Sébastien
IFIP Advances in Information and Communication Technology, 2021, pp.13 - 20. ⟨10.1007/978-3-030-85874-2_2⟩
Journal articles hal-03544286v1
Image document

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⟩
Journal articles hal-02562701v1
Image document

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⟩
Journal articles hal-02005536v1
Image document

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
Journal articles hal-03083646v1
Image document

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⟩
Journal articles hal-02562703v1

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⟩
Journal articles hal-01773342v1

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⟩
Journal articles hal-01705991v1
Image document

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
Conference papers hal-03621457v1
Image document

Surveillance de procédés de type mélange

Kim Phuc Tran
Automatique / Robotique. Université de Nantes (UNAM), 2016. Français. ⟨NNT : ⟩
Theses tel-02525768v1
Image document

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⟩
Conference papers hal-02968963v1
Image document

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⟩
Journal articles hal-02562709v1
Image document

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⟩
Journal articles hal-02562714v1
Image document

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
Journal articles hal-03083652v1
Image document

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⟩
Journal articles hal-03544248v1
Image document

Control Charts and Machine Learning for Anomaly Detection in Manufacturing

Kim Phuc Tran
2021
Books hal-03561200v1
Image document

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⟩
Journal articles hal-03544272v1
Image document

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⟩
Book sections hal-03544295v1

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 et al.
International Journal of Advanced Manufacturing Technology, 2020, 107 (9-10), pp.4317-4332. ⟨10.1007/s00170-020-05222-z⟩
Journal articles hal-02568969v1
Image document

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⟩
Conference papers hal-02547033v2
Image document

A REINFORCEMENT LEARNING BASED DECISION SUPPORT SYSTEM IN TEXTILE MANUFACTURING PROCESS

Zhenglei He , Kim Phuc Tran , Sébastien Thomassey , Xianyi Zeng , Changhai Yi et al.
15th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2020), Aug 2020, Cologne, Germany
Conference papers hal-02612287v1
Image document

LocKedge: Low-Complexity Cyberattack Detection in IoT Edge Computing

Thu Huong Truong , Ta Phuong Bac , Dao M Long , Bui D Thang , Nguyen T Binh et al.
2020
Preprints, Working Papers, ... hal-03026596v1
Image document

Light-Weight Federated Learning-based Anomaly Detection for Time-Series data in Industrial Control Systems

Truong Thu Huong , Ta Phuong Bac , Le Quang Anh , Dan Minh Nguyen , Cong Thanh Le et al.
Computers in Industry, 2022, 140, pp.103692. ⟨10.1016/j.compind.2022.103692⟩
Journal articles hal-03680865v1

Variable sampling interval Shewhart control charts for monitoring the multivariate coefficient of variation

Quoc Thong Nguyen , Kim Phuc Tran , Henri Heuchenne , Thi Hien Nguyen , Huu Du Nguyen et al.
Applied Stochastic Models in Business and Industry, 2019, ⟨10.1002/asmb.2472⟩
Journal articles hal-02262195v1

One-Sided Synthetic Control Charts for Monitoring the Coefficient of Variation with Measurement Errors

Kim Phuc Tran , Huu Du Nguyen , Quoc Thong Nguyen , W. Chattinnawat
2018 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Dec 2018, Bangkok, Thailand. pp.1667-1671, ⟨10.1109/IEEM.2018.8607320⟩
Conference papers hal-01983442v1
Image document

Application of Machine Learning in Statistical Process Control Charts: a survey and perspective

Phuong Hanh Tran , Adel Ahmadi Nadi , Thi Hien Nguyen , Kim Duc Tran , Kim Phuc Tran et al.
Control Charts and Machine Learning for Anomaly Detection in Manufacturing., 2021, Springer Series in Reliability Engineering., ⟨10.1007/978-3-030-83819-5_2⟩
Book sections hal-03544308v1
Image document

Monitoring the Ratio of two Normal Variables using Variable Sampling Interval EWMA control charts

Huu Du Nguyen , Kim Phuc Tran , Cédric Heuchenne
Quality and Reliability Engineering International, 2019, ⟨10.1002/qre.2412⟩
Journal articles hal-02562717v1
Image document

CUSUM control charts with Variable Sampling Interval for monitoring the ratio of two normal variables

Huu Du Nguyen , Kim Phuc Tran , Cédric Heuchenne
Quality and Reliability Engineering International, 2019, ⟨10.1002/qre.2595⟩
Journal articles hal-02562718v1
Image document

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⟩
Journal articles hal-02562704v1