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1

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Unsupervised recurrent deep learning scheme for process monitoring

Year:

2021

File:

PDF, 2.20 MB

2021

2

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Case studies

Year:

2021

File:

PDF, 6.84 MB

2021

3

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Fault isolation

Year:

2021

File:

PDF, 3.35 MB

2021

4

Reliable fault detection and diagnosis of photovoltaic systems based on statistical monitoring approaches

Harrou, Fouzi, Sun, Ying, Taghezouit, Bilal, Saidi, Ahmed, Hamlati, Mohamed-Elkarim

Journal:

Renewable Energy

Year:

2017

Language:

english

File:

PDF, 3.87 MB

english, 2017

5

-Nearest Neighbor Scheme

Dairi, Abdelkader, Harrou, Fouzi, Sun, Ying, Senouci, Mohamed

Journal:

IEEE Sensors Journal

Year:

2018

Language:

english

File:

PDF, 4.47 MB

english, 2018

6

Deep Learning Methods for Forecasting COVID-19 Time-Series Data: A Comparative Study

Zeroual, Abdelhafid, Harrou, Fouzi, Dairi, Abdelkader, Sun, Ying

Journal:

Chaos, Solitons & Fractals

Year:

2020

File:

PDF, 4.58 MB

2020

7

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Nonlinear latent variable regression methods

Year:

2021

File:

PDF, 2.86 MB

2021

8

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Unsupervised deep learning-based process monitoring methods

Year:

2021

File:

PDF, 1.76 MB

2021

9

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Multiscale latent variable regression-based process monitoring methods

Year:

2021

File:

PDF, 4.25 MB

2021

10

[IEEE 2017 6th International Conference on Systems and Control (ICSC) - Batna, Algeria (2017.5.7-2017.5.9)] 2017 6th International Conference on Systems and Control (ICSC) - A statistical-based approach for fault detection and diagnosis in a photovoltaic system

Garoudja, Elyes, Harrou, Fouzi, Sun, Ying, Kara, Kamel, Chouder, Aissa, Silvestre, Santiago

Year:

2017

Language:

english

File:

PDF, 584 KB

english, 2017

11

Vision-Based Human Action Classification Using Adaptive Boosting Algorithm

Zerrouki, Nabil, Harrou, Fouzi, Sun, Ying, Houacine, Amrane

Journal:

IEEE Sensors Journal

Year:

2018

Language:

english

File:

PDF, 1.79 MB

english, 2018

12

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Linear latent variable regression (LVR)-based process monitoring

Year:

2021

File:

PDF, 2.73 MB

2021

13

Statistical fault detection in photovoltaic systems

Garoudja, Elyes, Harrou, Fouzi, Sun, Ying, Kara, Kamel, Chouder, Aissa, Silvestre, Santiago

Journal:

Year:

2017

Language:

english

File:

PDF, 2.89 MB

english, 2017

14

An Improved Multivariate Chart Using Partial Least Squares With Continuous Ranked Probability Score

Harrou, Fouzi, Sun, Ying, Madakyaru, Muddu, Bouyedou, Benamar

Journal:

IEEE Sensors Journal

Year:

2018

Language:

english

File:

PDF, 2.32 MB

english, 2018

15

An unsupervised monitoring procedure for detecting anomalies in photovoltaic systems using a one-class Support Vector Machine

Harrou, Fouzi, Dairi, Abdelkader, Taghezouit, Bilal, Sun, Ying

Journal:

Year:

2019

Language:

english

File:

PDF, 6.38 MB

english, 2019

16

Improved $k$NN-Based Monitoring Schemes for Detecting Faults in PV Systems

Harrou, Fouzi, Taghezouit, Bilal, Sun, Ying

Journal:

IEEE Journal of Photovoltaics

Year:

2019

File:

PDF, 6.36 MB

2019

17

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches || Introduction

Year:

2021

File:

PDF, 1.06 MB

2021

18

Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study

Cheng, Tuoyuan, Harrou, Fouzi, Kadri, Farid, Sun, Ying, Leiknes, Torove

Journal:

Year:

2020

File:

PDF, 2.65 MB

2020

19

Statistical fault detection using PCA-based GLR hypothesis testing

Harrou, Fouzi, Nounou, Mohamed N., Nounou, Hazem N., Madakyaru, Muddu

Journal:

Journal of Loss Prevention in the Process Industries

Year:

2013

Language:

english

File:

PDF, 1.13 MB

english, 2013

20

Time Series Modelling and Forecasting of Emergency Department Overcrowding

Kadri, Farid, Harrou, Fouzi, Chaabane, Sondès, Tahon, Christian

Journal:

Journal of Medical Systems

Year:

2014

Language:

english

File:

PDF, 5.03 MB

english, 2014

21

Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems

Kadri, Farid, Harrou, Fouzi, Chaabane, Sondès, Sun, Ying, Tahon, Christian

Journal:

Year:

2015

Language:

english

File:

PDF, 1.63 MB

english, 2015

22

Amalgamation of anomaly-detection indices for enhanced process monitoring

Harrou, Fouzi, Sun, Ying, Khadraoui, Sofiane

Journal:

Journal of Loss Prevention in the Process Industries

Year:

2016

Language:

english

File:

PDF, 3.32 MB

english, 2016

23

Improved data-based fault detection strategy and application to distillation columns

Madakyaru, Muddu, Harrou, Fouzi, Sun, Ying

Journal:

Process Safety and Environmental Protection

Year:

2017

Language:

english

File:

PDF, 1.39 MB

english, 2017

24

[IEEE 2018 4th International Conference on Computer and Technology Applications (ICCTA) - Istanbul, Turkey (2018.5.3-2018.5.5)] 2018 4th International Conference on Computer and Technology Applications (ICCTA) - Detection of smurf flooding attacks using Kullback-Leibler-based scheme

Bouyeddou, Benamar, Harrou, Fouzi, Sun, Ying, Kadri, Benamar

Year:

2018

Language:

english

File:

PDF, 496 KB

english, 2018

25

Road Traffic Density Estimation and Congestion Detection with a Hybrid Observer-Based Strategy

Abdelhafid, Zeroual, Harrou, Fouzi, Sun, Ying

Journal:

Sustainable Cities and Society

Year:

2018

Language:

english

File:

PDF, 1.39 MB

english, 2018

26

A Machine Learning-based Approach for Land Cover Change Detection Using Remote Sensing and Radiometric Measurements

Zerrouki, Nabil, Harrou, Fouzi, Sun, Ying, Hocini, Lotfi

Journal:

IEEE Sensors Journal

Year:

2019

File:

PDF, 2.20 MB

2019

27

Deep learning approach for sustainable WWTP operation: A case study on data-driven influent conditions monitoring

Dairi, Abdelkader, Cheng, Tuoyuan, Harrou, Fouzi, Sun, Ying, Leiknes, TorOve

Journal:

Sustainable Cities and Society

Year:

2019

Language:

english

File:

PDF, 1.76 MB

english, 2019

28

Monitoring Distillation Column Systems Using Improved Nonlinear Partial Least Squares-Based Strategies

Madakyaru, Muddu, Harrou, Fouzi, Sun, Ying

Journal:

IEEE Sensors Journal

Year:

2019

Language:

english

File:

PDF, 1.47 MB

english, 2019

29

Wind Power Prediction Using Ensemble Learning-Based Models

Lee, Junho, Wang, Wu, Harrou, Fouzi, Sun, Ying

Journal:

Year:

2020

File:

PDF, 1.14 MB

2020

30

Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems || Forecasting of Photovoltaic Solar Power Production Using LSTM Approach

Harrou, Fouzi, Sun, Ying

Year:

2020

File:

PDF, 1.90 MB

2020

31

An Efficient Statistical Strategy to Monitor a Robot Swarm

Harrou, Fouzi, Khaldi, Belkacem, Sun, Ying, Cherif, Foudil

Journal:

IEEE Sensors Journal

Year:

2020

File:

PDF, 2.71 MB

2020

32

Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems || Battery Internal Fault Monitoring Based on Anomaly Detection Algorithm

Harrou, Fouzi, Sun, Ying

Year:

2020

File:

PDF, 288 KB

2020

33

Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems || Static and Dynamic Photovoltaic Cell/Module Parameters Identification

Harrou, Fouzi, Sun, Ying

Year:

2020

File:

PDF, 6.20 MB

2020

34

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - Statistical detection of abnormal ozone measurements based on Constrained Generalized Likelihood Ratio test

Harrou, Fouzi, Fillatre, Lionel, Bobbia, Michel, Nikiforov, Igor

Year:

2013

Language:

english

File:

PDF, 1.85 MB

english, 2013

35

Anomaly detection/detectability for a linear model with a bounded nuisance parameter

Harrou, Fouzi, Fillatre, Lionel, Nikiforov, Igor

Journal:

Annual Reviews in Control

Year:

2014

Language:

english

File:

PDF, 760 KB

english, 2014

36

[IEEE 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - Detecting abnormal ozone levels using PCA-based GLR hypothesis testing

Harrou, Fouzi, Nounou, Mohamed N., Nounou, Hazem N.

Year:

2013

Language:

english

File:

PDF, 250 KB

english, 2013

37

[IEEE 2009 International Conference on Advances in Computational Tools for Engineering Applications (ACTEA) - Beirut, Lebanon (2009.07.15-2009.07.17)] 2009 International Conference on Advances in Computational Tools for Engineering Applications - Harmony search algorithm optimization for preventive-maintenance-planning for transmission systems

Harrou, Fouzi, Zeblah, Abdelkader

Year:

2009

Language:

english

File:

PDF, 236 KB

english, 2009

38

[IEEE 2008 10th International Conference on Control, Automation, Robotics and Vision (ICARCV) - Hanoi, Vietnam (2008.12.17-2008.12.20)] 2008 10th International Conference on Control, Automation, Robotics and Vision - Anomaly detection with bounded nuisance parameters and safe train navigation

Harrou, Fouzi, Fillatre, Lionel, Nikiforov, Igor

Year:

2008

Language:

english

File:

PDF, 425 KB

english, 2008

39

[IEEE 2013 IEEE Symposium on Computational Intelligence in Control and Automation (CICA) - Singapore, Singapore (2013.04.16-2013.04.19)] 2013 IEEE Symposium on Computational Intelligence in Control and Automation (CICA) - Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering

Harrou, Fouzi, Nounou, Mohamed N., Nounou, Hazem N.

Year:

2013

Language:

english

File:

PDF, 280 KB

english, 2013

40

Monitoring linear antenna arrays using an exponentially weighted moving average-based fault detection scheme

Harrou, Fouzi, Nounou, Mohamed N.

Journal:

Systems Science & Control Engineering

Year:

2014

Language:

english

File:

PDF, 882 KB

english, 2014

41

Improved principal component analysis for anomaly detection: Application to an emergency department

Harrou, Fouzi, Kadri, Farid, Chaabane, Sondes, Tahon, Christian, Sun, Ying

Journal:

Computers & Industrial Engineering

Year:

2015

Language:

english

File:

PDF, 1.97 MB

english, 2015

42

PLS-based EWMA fault detection strategy for process monitoring

Harrou, Fouzi, Nounou, Mohamed N., Nounou, Hazem N., Madakyaru, Muddu

Journal:

Journal of Loss Prevention in the Process Industries

Year:

2015

Language:

english

File:

PDF, 1.43 MB

english, 2015

43

A measurement-based control design approach for efficient cancer chemotherapy

Khadraoui, Sofiane, Harrou, Fouzi, Nounou, Hazem N., Nounou, Mohamed N., Datta, Aniruddha, Bhattacharyya, Shankar P.

Journal:

Information Sciences

Year:

2016

Language:

english

File:

PDF, 918 KB

english, 2016

44

Ozone measurements monitoring using data-based approach

Harrou, Fouzi, Kadri, Farid, Khadraoui, Sofiane, Sun, Yin

Journal:

Process Safety and Environmental Protection

Year:

2016

Language:

english

File:

PDF, 2.24 MB

english, 2016

45

[IEEE 2015 IEEE Symposium Series on Computational Intelligence (SSCI) - Cape Town, South Africa (2015.12.7-2015.12.10)] 2015 IEEE Symposium Series on Computational Intelligence - Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory

Fouzi, Harrou, Sun, Ying

Year:

2015

Language:

english

File:

PDF, 348 KB

english, 2015

46

[IEEE 2014 International Conference on Control, Decision and Information Technologies (CoDIT) - Metz, France (2014.11.3-2014.11.5)] 2014 International Conference on Control, Decision and Information Technologies (CoDIT) - Univariate process monitoring using multiscale Shewhart charts

Sheriff, M. Ziyan, Harrou, Fouzi, Nounou, Mohamed

Year:

2014

Language:

english

File:

PDF, 855 KB

english, 2014

47

[IEEE 2015 International Conference on Industrial Engineering and Systems Management (IESM) - Seville, Spain (2015.10.21-2015.10.23)] 2015 International Conference on Industrial Engineering and Systems Management (IESM) - Early detection of abnormal patient arrivals at hospital emergency department

Harrou, Fouzi, Sun, Ying, Kadri, Farid, Chaabane, Sondes, Tahon, Christian

Year:

2015

Language:

english

File:

PDF, 878 KB

english, 2015

48

A data-based technique for monitoring of wound rotor induction machines: A simulation study

Harrou, Fouzi, Ramahaleomiarantsoa, Jacques F., Nounou, Mohamed N., Nounou, Hazem N.

Journal:

Engineering Science and Technology, an International Journal

Year:

2016

Language:

english

File:

PDF, 3.91 MB

english, 2016

49

[IEEE 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) - Marrakech, Morocco (2015.12.14-2015.12.16)] 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) - A measurement-based technique for incipient anomaly detection

Harrou, Fouzi, Sun, Ying

Year:

2015

Language:

english

File:

PDF, 891 KB

english, 2015

50

[IEEE 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) - Marrakech, Morocco (2015.12.14-2015.12.16)] 2015 15th International Conference on Intelligent Systems Design and Applications (ISDA) - Enhanced monitoring of abnormal emergency department demands

Harrou, Fouzi, Sun, Ying, Kadri, Farid

Year:

2015

Language:

english

File:

PDF, 657 KB

english, 2015

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