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1

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Comparison of Genetic and Incremental Learning Methods for Neural Network-Based Electrical Machine Fault Detection

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 1.75 MB

english, 2019

2

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || On Prognostic Algorithm Design and Fundamental Precision Limits in Long-Term Prediction

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 537 KB

english, 2019

3

[Studies in Big Data] Learning from Data Streams in Evolving Environments Volume 41 (Methods and Applications) || Process Mining for Analyzing Customer Relationship Management Systems: A Case Study

Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 475 KB

english, 2019

4

Artificial Intelligence Techniques for a Scalable Energy Transition (Advanced Methods, Digital Technologies, Decision Support Tools, and Applications) ||

Sayed-Mouchaweh, Moamar

Year:

2020

File:

PDF, 18.76 MB

2020

5

An overview on fault diagnosis and nature-inspired optimal control of industrial process applications

Precup, Radu-Emil, Angelov, Plamen, Costa, Bruno Sielly Jales, Sayed-Mouchaweh, Moamar

Journal:

Computers in Industry

Year:

2015

Language:

english

File:

PDF, 1.93 MB

english, 2015

6

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Physical Model-Based Prognostics and Health Monitoring to Enable Predictive Maintenance

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 1.32 MB

english, 2019

7

[Advances in Intelligent Systems and Computing] Deep Learning Applications Volume 1098 ||

Wani, M. Arif, Kantardzic, Mehmed, Sayed-Mouchaweh, Moamar

Year:

2020

Language:

english

File:

PDF, 10.15 MB

english, 2020

8

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Abrupt and Drift-Like Fault Diagnosis of Concurent Discrete Event Systems

Sayed-Mouchaweh, Moamar, Billaudel, Patrice

Year:

2012

Language:

english

File:

PDF, 267 KB

english, 2012

9

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Advanced Pattern Recognition Approach for Fault Diagnosis of Wind Turbines

Toubakh, Houari, Sayed-Mouchaweh, Moamar, Duviella, Eric

Year:

2013

Language:

english

File:

PDF, 703 KB

english, 2013

10

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Performance Degradation Monitoring and Quantification: A Wastewater Treatment Plant Case Study

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 917 KB

2019

11

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Reasoning from First Principles for Self-adaptive and Autonomous Systems

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 494 KB

english, 2019

12

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Early Fault Detection in Reciprocating Compressor Valves by Means of Vibration and pV Diagram Analysis

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 4.86 MB

english, 2019

13

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Performance Degradation Monitoring and Quantification: A Wastewater Treatment Plant Case Study

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 917 KB

english, 2019

14

Fault tolerant control of multicellular converter used in shunt active power filter

ROUABAH, Boubakeur, TOUBAKH, Houari, SAYED-MOUCHAWEH, Moamar

Journal:

Electric Power Systems Research

Year:

2020

File:

PDF, 3.87 MB

2020

15

Adaptive and on-line learning in non-stationary environments

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Journal:

Evolving Systems

Year:

2015

Language:

english

File:

PDF, 149 KB

english, 2015

16

Self-Adaptive Windowing Approach for Handling Complex Concept Drift

Khamassi, Imen, Sayed-Mouchaweh, Moamar, Hammami, Moez, Ghédira, Khaled

Journal:

Cognitive Computation

Year:

2015

Language:

english

File:

PDF, 1.70 MB

english, 2015

17

[SpringerBriefs in Applied Sciences and Technology] Learning from Data Streams in Dynamic Environments || Handling Concept Drift

Sayed-Mouchaweh, Moamar

Year:

2016

Language:

english

File:

PDF, 1.29 MB

english, 2016

18

Discussion and review on evolving data streams and concept drift adapting

Khamassi, Imen, Sayed-Mouchaweh, Moamar, Hammami, Moez, Ghédira, Khaled

Journal:

Evolving Systems

Year:

2016

Language:

english

File:

PDF, 2.16 MB

english, 2016

19

Fault Diagnosis of Hybrid Dynamic and Complex Systems ||

Sayed-Mouchaweh, Moamar

Year:

2018

Language:

english

File:

PDF, 9.00 MB

english, 2018

20

Fault Diagnosis of Hybrid Dynamic and Complex Systems || Hybrid Bond-Graph Possible Conflicts for Hybrid Systems Fault Diagnosis

Sayed-Mouchaweh, Moamar

Year:

2018

Language:

english

File:

PDF, 1.20 MB

english, 2018

21

[Studies in Big Data] Learning from Data Streams in Evolving Environments Volume 41 (Methods and Applications) || A New Combination of Diversity Techniques in Ensemble Classifiers for Handling Complex Concept Drift

Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 636 KB

english, 2019

22

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Distributed Chance-Constrained Model Predictive Control for Condition-Based Maintenance Planning for Railway Infrastructures

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 541 KB

2019

23

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Physical Model-Based Prognostics and Health Monitoring to Enable Predictive Maintenance

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 1.32 MB

2019

24

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Fuzzy Rule-Based Modeling for Interval-Valued Data: An Application to High and Low Stock Prices Forecasting

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 383 KB

2019

25

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || A New Hilbert-Huang Transform Technique for Fault Detection in Rolling Element Bearings

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 895 KB

2019

26

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || On the Relevance of Preprocessing in Predictive Maintenance for Dynamic Systems

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 566 KB

2019

27

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Evolving Fuzzy Model for Fault Detection and Fault Identification of Dynamic Processes

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 751 KB

2019

28

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || An Online RFID Localization in the Manufacturing Shopfloor

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

File:

PDF, 541 KB

2019

29

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Prologue: Predictive Maintenance in Dynamic Systems

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 402 KB

english, 2019

30

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Distributed Chance-Constrained Model Predictive Control for Condition-Based Maintenance Planning for Railway Infrastructures

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 541 KB

english, 2019

31

Predictive Maintenance in Dynamic Systems (Advanced Methods, Decision Support Tools and Real-World Applications) || Fuzzy Rule-Based Modeling for Interval-Valued Data: An Application to High and Low Stock Prices Forecasting

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Year:

2019

Language:

english

File:

PDF, 383 KB

english, 2019

32

Generation of candidates' tree for the fault diagnosis of discrete event systems

Alexandre Philippot, Moamar Sayed-Mouchaweh, Véronique Carré-Ménétrier, Bernard Riera

Journal:

Control Engineering Practice

Year:

2011

Language:

english

File:

PDF, 1021 KB

english, 2011

33

A clustering-based approach for the identification of a class of temporally switched linear systems

Moamar Sayed-Mouchaweh, Nadhir Messai

Journal:

Pattern Recognition Letters

Year:

2012

Language:

english

File:

PDF, 1.08 MB

english, 2012

34

Learning in Non-Stationary Environments || Instance-Based Classification and Regression on Data Streams

Sayed-Mouchaweh, Moamar, Lughofer, Edwin

Year:

2012

Language:

english

File:

PDF, 509 KB

english, 2012

35

Learning in Non-Stationary Environments || Incremental Spectral Clustering

Sayed-Mouchaweh, Moamar, Lughofer, Edwin

Year:

2012

Language:

english

File:

PDF, 879 KB

english, 2012

36

Dynamic supervised classification method for online monitoring in non-stationary environments

Hartert, Laurent, Sayed-Mouchaweh, Moamar

Journal:

Year:

2014

Language:

english

File:

PDF, 3.38 MB

english, 2014

37

[SpringerBriefs in Electrical and Computer Engineering] Discrete Event Systems ||

Sayed-Mouchaweh, Moamar

Year:

2014

Language:

english

File:

PDF, 3.53 MB

english, 2014

38

Special Issue: Evolving Soft Computing Techniques and Applications

Bouchachia, Abdelhamid, Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Journal:

Applied Soft Computing

Year:

2014

Language:

english

File:

PDF, 199 KB

english, 2014

39

Decentralized Fault Free Model Approach for Fault Detection and Isolation of Discrete Event Systems

Sayed-Mouchaweh, Moamar

Journal:

European Journal of Control

Year:

2012

Language:

english

File:

PDF, 1.27 MB

english, 2012

40

[IEEE 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS) - Part Of 17273 - 2011 Ssci - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS) - Dynamic pattern recognition for the diagnosis of evolving systems

Mazeghrane, Sofiane, Hartert, Laurent, Sayed-Mouchaweh, Moamar

Year:

2011

Language:

english

File:

PDF, 157 KB

english, 2011

41

[IEEE 2013 Conference on Control and Fault-Tolerant Systems (SysTol) - Nice, France (2013.10.9-2013.10.11)] 2013 Conference on Control and Fault-Tolerant Systems (SysTol) - An evolving classification approach for fault diagnosis and prognosis of a wind farm

Duviella, Eric, Serir, Lisa, Sayed-Mouchaweh, Moamar

Year:

2013

Language:

english

File:

PDF, 2.15 MB

english, 2013

42

[IEEE 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Linz, Austria (2014.6.2-2014.6.4)] 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Drift detection and monitoring in non-stationary environments

Khamassi, Imen, Sayed-Mouchaweh, Moamar

Year:

2014

Language:

english

File:

PDF, 251 KB

english, 2014

43

[IEEE 2011 International Conference on Communications, Computing and Control Applications (CCCA) - Hammamet, Tunisia (2011.03.3-2011.03.5)] 2011 International Conference on Communications, Computing and Control Applications (CCCA) - Heterogeneous ensemble classifier approach for clustering problems

Ayad, Omar, Sayed-Mouchaweh, Moamar, Billaudel, Patrice

Year:

2011

Language:

english

File:

PDF, 333 KB

english, 2011

44

Hybrid dynamic data-driven approach for drift-like fault detection in wind turbines

Toubakh, Houari, Sayed-Mouchaweh, Moamar

Journal:

Evolving Systems

Year:

2015

Language:

english

File:

PDF, 1.09 MB

english, 2015

45

Autonomous data stream clustering implementing split-and-merge concepts – Towards a plug-and-play approach

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 4.82 MB

english, 2015

46

Decentralized fault diagnosis approach without a global model for fault diagnosis of discrete event systems

Sayed-Mouchaweh, Moamar, Lughofer, Edwin

Journal:

International Journal of Control

Year:

2015

Language:

english

File:

PDF, 784 KB

english, 2015

47

Learning in Non-Stationary Environments ||

Sayed-Mouchaweh, Moamar, Lughofer, Edwin

Year:

2012

Language:

english

File:

PDF, 9.67 MB

english, 2012

48

[IEEE 2014 13th International Conference on Machine Learning and Applications (ICMLA) - Detroit, MI, USA (2014.12.3-2014.12.6)] 2014 13th International Conference on Machine Learning and Applications - Graphical Model Based Approach for Fault Diagnosis of Wind Turbines

Aloraini, Adel, Sayed-Mouchaweh, Moamar

Year:

2014

Language:

english

File:

PDF, 859 KB

english, 2014

49

[SpringerBriefs in Applied Sciences and Technology] Learning from Data Streams in Dynamic Environments || Learning in Dynamic Environments

Sayed-Mouchaweh, Moamar

Year:

2016

Language:

english

File:

PDF, 983 KB

english, 2016

50

[SpringerBriefs in Applied Sciences and Technology] Learning from Data Streams in Dynamic Environments || Summary and Final Comments

Sayed-Mouchaweh, Moamar

Year:

2016

Language:

english

File:

PDF, 595 KB

english, 2016