دنبال کردن
Edwin Lughofer
عنوان
نقل شده توسط
نقل شده توسط
سال
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
7352017
Evolving fuzzy systems-methodologies, advanced concepts and applications‏
E Lughofer‏
Springer, 2011‏
5012011
FLEXFIS: A robust incremental learning approach for evolving Takagi–Sugeno fuzzy models‏
ED Lughofer‏
IEEE Transactions on fuzzy systems 16 (6), 1393-1410, 2008‏
3822008
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
3252019
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
2842013
Evolving fuzzy classifiers using different model architectures‏
P Angelov, E Lughofer, X Zhou‏
Fuzzy sets and systems 159 (23), 3160-3182, 2008‏
2342008
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
2092011
Extensions of vector quantization for incremental clustering‏
E Lughofer‏
Pattern recognition 41 (3), 995-1011, 2008‏
1992008
Learning in non-stationary environments: methods and applications‏
M Sayed-Mouchaweh, E Lughofer‏
Springer Science & Business Media, 2012‏
1972012
GENEFIS: Toward an effective localist network‏
M Pratama, SG Anavatti, E Lughofer‏
IEEE Transactions on Fuzzy Systems 22 (3), 547-562, 2013‏
1912013
Generalized smart evolving fuzzy systems‏
E Lughofer, C Cernuda, S Kindermann, M Pratama‏
Evolving systems 6 (4), 269-292, 2015‏
1842015
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
1802016
On-line assurance of interpretability criteria in evolving fuzzy systems–achievements, new concepts and open issues‏
E Lughofer‏
Information sciences 251, 22-46, 2013‏
1542013
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
1362014
Single-pass active learning with conflict and ignorance‏
E Lughofer‏
Evolving Systems 3 (4), 251-271, 2012‏
1352012
On-line elimination of local redundancies in evolving fuzzy systems‏
E Lughofer, JL Bouchot, A Shaker‏
Evolving systems 2, 165-187, 2011‏
1342011
Hybrid active learning for reducing the annotation effort of operators in classification systems‏
E Lughofer‏
Pattern Recognition 45 (2), 884-896, 2012‏
1292012
Predictive maintenance in dynamic systems‏
E Lughofer, M Sayed-Mouchaweh‏
Springer International Publishing, 2019‏
1282019
Evolving ensemble fuzzy classifier‏
M Pratama, W Pedrycz, E Lughofer‏
IEEE Transactions on Fuzzy Systems 26 (5), 2552-2567, 2018‏
1272018
Online active learning in data stream regression using uncertainty sampling based on evolving generalized fuzzy models‏
E Lughofer, M Pratama‏
IEEE Transactions on fuzzy systems 26 (1), 292-309, 2017‏
1272017
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مقاله‌ها 1–20