Mahardhika Pratama
Mahardhika Pratama
Assistant Professor, School of Computer Science and Engineering, Nanyang Technological University
Geverifieerd e-mailadres voor ntu.edu.sg - Homepage
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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
1982013
GENEFIS: toward an effective localist network
M Pratama, SG Anavatti, E Lughofer
IEEE Transactions on Fuzzy Systems 22 (3), 547-562, 2013
1282013
Generalized smart evolving fuzzy systems
E Lughofer, C Cernuda, S Kindermann, M Pratama
Evolving systems 6 (4), 269-292, 2015
1212015
Evolving type-2 fuzzy classifier
M Pratama, J Lu, G Zhang
IEEE Transactions on Fuzzy Systems 24 (3), 574-589, 2015
992015
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
982014
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
892016
An incremental meta-cognitive-based scaffolding fuzzy neural network
M Pratama, J Lu, S Anavatti, E Lughofer, CP Lim
Neurocomputing 171, 89-105, 2016
872016
Recurrent classifier based on an incremental metacognitive-based scaffolding algorithm
M Pratama, SG Anavatti, J Lu
IEEE Transactions on Fuzzy Systems 23 (6), 2048-2066, 2015
812015
Attention pooling-based convolutional neural network for sentence modelling
MJ Er, Y Zhang, N Wang, M Pratama
Information Sciences 373, 388-403, 2016
802016
Scaffolding type-2 classifier for incremental learning under concept drifts
M Pratama, J Lu, E Lughofer, G Zhang, S Anavatti
Neurocomputing 191, 304-329, 2016
772016
An incremental type-2 meta-cognitive extreme learning machine
M Pratama, G Zhang, MJ Er, S Anavatti
IEEE transactions on cybernetics 47 (2), 339-353, 2016
662016
Data driven modeling based on dynamic parsimonious fuzzy neural network
M Pratama, MJ Er, X Li, RJ Oentaryo, E Lughofer, I Arifin
Neurocomputing 110, 18-28, 2013
582013
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
512017
Multiview convolutional neural networks for multidocument extractive summarization
Y Zhang, MJ Er, R Zhao, M Pratama
IEEE transactions on cybernetics 47 (10), 3230-3242, 2016
512016
Incremental rule splitting in generalized evolving fuzzy systems for autonomous drift compensation
E Lughofer, M Pratama, I Skrjanc
IEEE Transactions on Fuzzy Systems 26 (4), 1854-1865, 2017
482017
Evolving ensemble fuzzy classifier
M Pratama, W Pedrycz, E Lughofer
IEEE Transactions on Fuzzy Systems 26 (5), 2552-2567, 2018
412018
Evolving type-2 web news mining
C Za’in, M Pratama, E Lughofer, SG Anavatti
Applied Soft Computing 54, 200-220, 2017
382017
pClass+: a novel evolving semi-supervised classifier
M Pratama, E Lughofer, CP Lim, W Rahayu, T Dillon, A Budiyono
International Journal of Fuzzy Systems 19 (3), 863-880, 2017
332017
Sentiment classification using comprehensive attention recurrent models
Y Zhang, JE Meng, R Venkatesan, N Wang, M Pratama
2016 International joint conference on neural networks (IJCNN), 1562-1569, 2016
322016
A novel meta-cognitive-based scaffolding classifier to sequential non-stationary classification problems
M Pratama, MJ Er, SG Anavatti, E Lughofer, N Wang, I Arifin
2014 IEEE international conference on fuzzy systems (FUZZ-IEEE), 369-376, 2014
322014
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Artikelen 1–20