Edwin Lughofer

Cited by

	All	Since 2016
Citations	6969	4581
h-index	44	38
i10-index	125	93

1200

600

300

900

2005200620072008200920102011201220132014201520162017201820192020202120 24 27 66 78 144 211 277 330 500 615 609 778 841 1141 1030 168

Co-authors

Mahardhika PratamaAssistant Professor, School of Computer Science and Engineering, Nanyang Technological UniversityVerified email at ntu.edu.sg
Erich Peter KlementProfessor für Mathematik, Johannes Kepler University Linz, AustriaVerified email at jku.at
Plamen P AngelovProfessor, Chair in Intelligent Systems, School of Computing and Communications, LancasterVerified email at lancaster.ac.uk
Ciprian ZavoianuResearcher at Robert Gordon University AberdeenVerified email at rgu.ac.uk
Sreenatha Anavattiuniversity of New South WalesVerified email at adfa.edu.au
Prof. Moamar Sayed-MouchawehHigh National Engineering School of MinesVerified email at mines-douai.Fr
Carlos CernudaMU - Mondragon UnibertsitateaVerified email at mondragon.edu
Markus Pichler-SchederLinz Center of Mechatronics GmbHVerified email at lcm.at
Mu-Yen ChenNational Cheng Kung UniversityVerified email at gs.ncku.edu.tw
Wolfgang AmrheinProfessor of Electric Drives and Power ElectronicsVerified email at jku.at
Francisco SerdioJohannes Kepler UniversityVerified email at jku.at
Carlos GuardiolaUniversitat Politècnica de ValènciaVerified email at mot.upv.es
Gerd BramerdorferAssistant Professor at Johannes Kepler University LinzVerified email at jku.at
Igor ŠkrjancProfessor of Control Engineering, Faculty of Electrical Engineering, University of LjubljanaVerified email at fe.uni-lj.si
Jie LU (FIEEE, FIFSA)Distinguished Professor, Associate Dean (Research), Director of Center for Artificial IntelligenceVerified email at uts.edu.au
Stefan KindermannIndustrial Mathematics Institute, University LinzVerified email at indmath.uni-linz.ac.at
Werner ZellingerSoftware Competence Center Hagenberg GmbH (SCCH)Verified email at scch.at
Jim SmithProfessor in Interactive Artificial Intelligence, University of the West of EnglandVerified email at uwe.ac.uk
Bogdan TrawińskiDepartment of Applied Informatics, Wroclaw University of Science and Technology, PolandVerified email at pwr.edu.pl
Jose de Jesus RubioSEPI, ESIME Azcapotzalco, Instituto Politécnico NacionalVerified email at ipn.mx

Edwin Lughofer

Johannes Kepler University Linz

Verified email at jku.at

Fuzzy Systems Soft Computing Evolving Systems Machine Learning Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Evolving fuzzy systems-methodologies, advanced concepts and applications E Lughofer Springer, 2011	415	2011
FLEXFIS: A robust incremental learning approach for evolving Takagi–Sugeno fuzzy models ED Lughofer IEEE Transactions on fuzzy systems 16 (6), 1393-1410, 2008	326	2008
PANFIS: A novel incremental learning machine M Pratama, SG Anavatti, PP Angelov, E Lughofer IEEE Transactions on Neural Networks and Learning Systems 25 (1), 55-68, 2013	212	2013
Evolving fuzzy classifiers using different model architectures P Angelov, E Lughofer, X Zhou Fuzzy sets and systems 159 (23), 3160-3182, 2008	201	2008
Central moment discrepancy (cmd) for domain-invariant representation learning W Zellinger, T Grubinger, E Lughofer, T Natschläger, S Saminger-Platz arXiv preprint arXiv:1702.08811, 2017	195	2017
Extensions of vector quantization for incremental clustering E Lughofer Pattern recognition 41 (3), 995-1011, 2008	173	2008
Handling drifts and shifts in on-line data streams with evolving fuzzy systems E Lughofer, P Angelov Applied Soft Computing 11 (2), 2057-2068, 2011	163	2011
Libraries as coworking spaces: Understanding user motivations and perceived barriers to social learning M Bilandzic, M Foth Library Hi Tech, 2013	162	2013
Learning in non-stationary environments: methods and applications M Sayed-Mouchaweh, E Lughofer Springer Science & Business Media, 2012	160	2012
GENEFIS: Toward an effective localist network M Pratama, SG Anavatti, E Lughofer IEEE Transactions on Fuzzy Systems 22 (3), 547-562, 2013	139	2013
Generalized smart evolving fuzzy systems E Lughofer, C Cernuda, S Kindermann, M Pratama Evolving systems 6 (4), 269-292, 2015	134	2015
On-line assurance of interpretability criteria in evolving fuzzy systems–achievements, new concepts and open issues E Lughofer Information sciences 251, 22-46, 2013	114	2013
pClass: an effective classifier for streaming examples M Pratama, SG Anavatti, M Joo, ED Lughofer IEEE Transactions on Fuzzy Systems 23 (2), 369-386, 2014	104	2014
Single-pass active learning with conflict and ignorance E Lughofer Evolving Systems 3 (4), 251-271, 2012	104	2012
An incremental learning of concept drifts using evolving type-2 recurrent fuzzy neural networks M Pratama, J Lu, E Lughofer, G Zhang, MJ Er IEEE Transactions on Fuzzy Systems 25 (5), 1175-1192, 2016	103	2016
Autonomous data stream clustering implementing split-and-merge concepts–towards a plug-and-play approach E Lughofer, M Sayed-Mouchaweh Information Sciences 304, 54-79, 2015	99	2015
On-line elimination of local redundancies in evolving fuzzy systems E Lughofer, JL Bouchot, A Shaker Evolving systems 2 (3), 165-187, 2011	98	2011
Evolving fuzzy and neuro-fuzzy approaches in clustering, regression, identification, and classification: a survey I Škrjanc, JA Iglesias, A Sanchis, D Leite, E Lughofer, F Gomide Information Sciences 490, 344-368, 2019	90	2019
An incremental meta-cognitive-based scaffolding fuzzy neural network M Pratama, J Lu, S Anavatti, E Lughofer, CP Lim Neurocomputing 171, 89-105, 2016	90	2016
Hybrid active learning for reducing the annotation effort of operators in classification systems E Lughofer Pattern Recognition 45 (2), 884-896, 2012	89	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors