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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

Année:

2019

Langue:

english

Fichier:

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

Année:

2019

Langue:

english

Fichier:

PDF, 537 KB

english, 2019

3

Detecting cracks in reciprocating compressor valves using pattern recognition in the pV diagram

Pichler, Kurt, Lughofer, Edwin, Pichler, Markus, Buchegger, Thomas, Klement, Erich Peter, Huschenbett, Matthias

Journal:

Pattern Analysis and Applications

Année:

2015

Langue:

english

Fichier:

PDF, 1.93 MB

english, 2015

4

[ASME ASME 2012 Conference on Smart Materials, Adaptive Structures and Intelligent Systems - Stone Mountain, Georgia, USA (Wednesday 19 September 2012)] Volume 1: Development and Characterization of Multifunctional Materials; Modeling, Simulation and Control of Adaptive Systems; Structural Health Monitoring - Detecting Cracks in Reciprocating Compressor Valves Using Pattern Recognition in Frequency Space

Pichler, Kurt, Lughofer, Edwin, Buchegger, Thomas, Klement, Erich Peter, Huschenbett, Matthias

Année:

2012

Langue:

english

Fichier:

PDF, 475 KB

english, 2012

5

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

Année:

2019

Langue:

english

Fichier:

PDF, 1.32 MB

english, 2019

6

[IEEE 2010 International Conference on Machine Learning and Applications (ICMLA) - Washington, DC, USA (2010.12.12-2010.12.14)] 2010 Ninth International Conference on Machine Learning and Applications - On Dynamic Selection of the Most Informative Samples in Classification Problems

Lughofer, Edwin

Année:

2010

Langue:

english

Fichier:

PDF, 949 KB

english, 2010

7

Fault detection in reciprocating compressor valves under varying load conditions

Pichler, Kurt, Lughofer, Edwin, Pichler, Markus, Buchegger, Thomas, Klement, Erich Peter, Huschenbett, Matthias

Journal:

Mechanical Systems and Signal Processing

Année:

2015

Langue:

english

Fichier:

PDF, 4.15 MB

english, 2015

8

Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality

Lughofer, Edwin, Pollak, Robert, Zavoianu, Alexandru-Ciprian, Pratama, Mahardhika, Meyer-Heye, Pauline, Zörrer, Helmut, Eitzinger, Christian, Haim, Julia, Radauer, Thomas

Journal:

Engineering Applications of Artificial Intelligence

Année:

2018

Langue:

english

Fichier:

PDF, 4.01 MB

english, 2018

9

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

Année:

2019

Fichier:

PDF, 917 KB

2019

10

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

Année:

2019

Langue:

english

Fichier:

PDF, 494 KB

english, 2019

11

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

Année:

2019

Langue:

english

Fichier:

PDF, 4.86 MB

english, 2019

12

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

Année:

2019

Langue:

english

Fichier:

PDF, 917 KB

english, 2019

13

Informetrics on social network mining: research, policy and practice challenges

Chen, Mu-Yen, Liao, Chien-Hsiang, Lughofer, Edwin David, Egrioglu, Erol

Journal:

Library Hi Tech

Année:

2020

Fichier:

PDF, 105 KB

2020

14

Extensions of vector quantization for incremental clustering

Journal:

Pattern Recognition

Année:

2008

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2008

15

Identifying static and dynamic prediction models for NOx emissions with evolving fuzzy systems

Edwin Lughofer, Vicente Macián, Carlos Guardiola, Erich Peter Klement

Journal:

Applied Soft Computing

Année:

2011

Langue:

english

Fichier:

PDF, 1.35 MB

english, 2011

16

Hybrid active learning for reducing the annotation effort of operators in classification systems

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 801 KB

english, 2012

17

Data-driven evolving fuzzy systems using eTS and FLEXFIS: comparative analysis

Angelov, Plamen, Lughofer, Edwin

Journal:

International Journal of General Systems

Année:

2008

Langue:

english

Fichier:

PDF, 554 KB

english, 2008

18

Editorial of the special issue: Online fuzzy machine learning and data mining

Bouchachia, Abdelhamid, Lughofer, Edwin, Sanchez, Daniel

Journal:

Information Sciences

Année:

2013

Langue:

english

Fichier:

PDF, 137 KB

english, 2013

19

GENEFIS: Toward an Effective Localist Network

Pratama, Mahardhika, Anavatti, Sreenatha G., Lughofer, Edwin

Journal:

IEEE Transactions on Fuzzy Systems

Année:

2014

Langue:

english

Fichier:

PDF, 619 KB

english, 2014

20

Fault detection in multi-sensor networks based on multivariate time-series models and orthogonal transformations

Serdio, Francisco, Lughofer, Edwin, Pichler, Kurt, Buchegger, Thomas, Pichler, Markus, Efendic, Hajrudin

Journal:

Information Fusion

Année:

2014

Langue:

english

Fichier:

PDF, 14.08 MB

english, 2014

21

Machine learning based analysis of gender differences in visual inspection decision making

Heidl, Wolfgang, Thumfart, Stefan, Lughofer, Edwin, Eitzinger, Christian, Klement, Erich Peter

Journal:

Information Sciences

Année:

2013

Langue:

english

Fichier:

PDF, 606 KB

english, 2013

22

Hybridization of multi-objective evolutionary algorithms and artificial neural networks for optimizing the performance of electrical drives

Zăvoianu, Alexandru-Ciprian, Bramerdorfer, Gerd, Lughofer, Edwin, Silber, Siegfried, Amrhein, Wolfgang, Peter Klement, Erich

Journal:

Engineering Applications of Artificial Intelligence

Année:

2013

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2013

23

PANFIS: A Novel Incremental Learning Machine

Pratama, Mahardhika, Anavatti, Sreenatha G., Angelov, Plamen P., Lughofer, Edwin

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2014

Langue:

english

Fichier:

PDF, 985 KB

english, 2014

24

[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 - Generalized Flexible Fuzzy Inference Systems

Lughofer, Edwin, Cernuda, Carlos, Pratama, Mahardhika

Année:

2013

Langue:

english

Fichier:

PDF, 879 KB

english, 2013

25

Reliable All-Pairs Evolving Fuzzy Classifiers

Lughofer, Edwin, Buchtala, Oliver

Journal:

IEEE Transactions on Fuzzy Systems

Année:

2013

Langue:

english

Fichier:

PDF, 931 KB

english, 2013

26

[IEEE 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) - Wollongong, NSW (2013.07.9-2013.07.12)] 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics - Detecting broken reciprocating compressor valves in the pV diagram

Pichler, Kurt, Lughofer, Edwin, Pichler, Markus, Buchegger, Thomas, Klement, Erich, Huschenbett, Matthias

Année:

2013

Langue:

english

Fichier:

PDF, 2.00 MB

english, 2013

27

Adaptive and on-line learning in non-stationary environments

Lughofer, Edwin, Sayed-Mouchaweh, Moamar

Journal:

Evolving Systems

Année:

2015

Langue:

english

Fichier:

PDF, 149 KB

english, 2015

28

[IEEE 2014 IEEE International Conference on Systems, Man and Cybernetics - SMC - San Diego, CA, USA (2014.10.5-2014.10.8)] 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - On the robustness of fault detection in reciprocating compressor valves

Pichler, Kurt, Pichler, Markus, Buchegger, Thomas, Lughofer, Edwin, Klement, Erich P., Huschenbett, Matthias

Année:

2014

Langue:

english

Fichier:

PDF, 329 KB

english, 2014

29

pClass: An Effective Classifier for Streaming Examples

Pratama, Mahardhika, Anavatti, Sreenatha G., Joo, Meng, Lughofer, Edwin David

Journal:

IEEE Transactions on Fuzzy Systems

Année:

2015

Langue:

english

Fichier:

PDF, 811 KB

english, 2015

30

An incremental meta-cognitive-based scaffolding fuzzy neural network

Pratama, Mahardhika, Lu, Jie, Anavatti, Sreenatha, Lughofer, Edwin, Lim, Chee-Peng

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.91 MB

english, 2015

31

[ASME ASME 2013 Conference on Smart Materials, Adaptive Structures and Intelligent Systems - Snowbird, Utah, USA (Monday 16 September 2013)] Volume 2: Mechanics and Behavior of Active Materials; Structural Health Monitoring; Bioinspired Smart Materials and Systems; Energy Harvesting - Detecting Broken Reciprocating Compressor Valves in pV Diagrams of Different Valve Types

Pichler, Kurt, Lughofer, Edwin, Pichler, Markus, Buchegger, Thomas, Klement, Erich Peter, Huschenbett, Matthias

Année:

2013

Langue:

english

Fichier:

PDF, 2.67 MB

english, 2013

32

[IEEE 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Douai, France (2015.12.1-2015.12.3)] 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) - Drift detection in data stream classification without fully labelled instances

Lughofer, Edwin, Weigl, Eva, Heidl, Wolfgang, Eitzinger, Christian, Radauer, Thomas

Année:

2015

Langue:

english

Fichier:

PDF, 1.48 MB

english, 2015

33

pClass+: A Novel Evolving Semi-Supervised Classifier

Pratama, Mahardhika, Lughofer, Edwin, Lim, Chee Peng, Rahayu, Wenny, Dillon, Tharam, Budiyono, Agus

Journal:

International Journal of Fuzzy Systems

Année:

2017

Langue:

english

Fichier:

PDF, 1.56 MB

english, 2017

34

Modeling and control with neural networks for a magnetic levitation system

de Jesús Rubio, José, Zhang, Lixian, Lughofer, Edwin, Cruz, Panuncio, Alsaedi, Ahmed, Hayat, Tasawar

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 702 KB

english, 2016

35

Online real-time learning strategies for data streams for Neurocomputing

Pratama, Mahardhika, Lughofer, Edwin, Wang, Dianhui

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 409 KB

english, 2017

36

Data Driven Modelling Based on Recurrent Interval-Valued Metacognitive Scaffolding Fuzzy Neural Network

Pratama, Mahardhika, Lughofer, Edwin, Er, Meng Joo, Anavatti, Sreenatha, Lim, Chee-Peng

Journal:

Année:

2017

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2017

37

Domain-Invariant Partial Least Squares Regression

Nikzad-Langerodi, Ramin, Zellinger, Werner, Lughofer, Edwin, Saminger-Platz, Susanne

Journal:

Analytical Chemistry

Année:

2018

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2018

38

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

Année:

2019

Fichier:

PDF, 541 KB

2019

39

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

Année:

2019

Fichier:

PDF, 1.32 MB

2019

40

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

Année:

2019

Fichier:

PDF, 383 KB

2019

41

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

Année:

2019

Fichier:

PDF, 895 KB

2019

42

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

Année:

2019

Fichier:

PDF, 566 KB

2019

43

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

Année:

2019

Fichier:

PDF, 751 KB

2019

44

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

Année:

2019

Fichier:

PDF, 541 KB

2019

45

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

Année:

2019

Langue:

english

Fichier:

PDF, 402 KB

english, 2019

46

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

Année:

2019

Langue:

english

Fichier:

PDF, 541 KB

english, 2019

47

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

Année:

2019

Langue:

english

Fichier:

PDF, 383 KB

english, 2019

48

Improving the Robustness of Recursive Consequent Parameters Learning in Evolving Neuro-Fuzzy Systems

Lughofer, Edwin

Journal:

Information Sciences

Année:

2020

Fichier:

PDF, 3.71 MB

2020

49

Identification of Heart Sounds with an Interpretable Evolving Fuzzy Neural Network

de Campos Souza, Paulo Vitor, Lughofer, Edwin

Journal:

Année:

2020

Fichier:

PDF, 1.57 MB

2020

50

On-line incremental feature weighting in evolving fuzzy classifiers

Journal:

Fuzzy Sets and Systems

Année:

2011

Langue:

english

Fichier:

PDF, 1.14 MB

english, 2011