Ethem Alpaydin
Ethem Alpaydin
Professor of Computer Engineering, Ozyegin University, Istanbul
Verified email at - Homepage
TitleCited byYear
Introduction to machine learning
E Alpaydin
MIT press, 2014
Multiple kernel learning algorithms
M Gönen, E Alpaydın
The Journal of Machine Learning Research 12, 2211-2268, 2011
Combined 5× 2 cv F test for comparing supervised classification learning algorithms
E Alpaydm
Neural computation 11 (8), 1885-1892, 1999
Localized multiple kernel learning
M Gönen, E Alpaydin
Proceedings of the 25th international conference on Machine learning, 352-359, 2008
Support vector machines for multi-class classification
E Mayoraz, E Alpaydin
International Work-Conference on Artificial Neural Networks, 833-842, 1999
A selective attention-based method for visual pattern recognition with application to handwritten digit recognition and face recognition
AA Salah, E Alpaydin, L Akarun
IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (3), 420-425, 2002
GAL: Networks that grow when they learn and shrink when they forget
E Alpaydin
International journal of pattern recognition and Artificial Intelligence 8 …, 1994
Cascading classifiers
E Alpaydin, C Kaynak
Kybernetika 34 (4), [369]-374, 1998
Machine learning: the new AI
E Alpaydin
MIT press, 2016
Voting over multiple condensed nearest neighbors
E Alpaydin
Lazy learning, 115-132, 1997
Methods of combining multiple classifiers based on different representations for pen-based handwritten digit recognition
F Alimoglu, E Alpaydin
Proceedings of the Fifth Turkish Artificial Intelligence and Artificial …, 1996
Maschinelles Lernen
E Alpaydin
Walter de Gruyter GmbH & Co KG, 2019
Multiple networks for function learning
E Alpaydin
IEEE International Conference on Neural Networks, 9-14, 1993
Combining multiple representations for pen-based handwritten digit recognition
F Alimoğlu, E Alpaydin
Turkish Journal of Electrical Engineering & Computer Sciences 9 (1), 1-12, 2001
Constructive feedforward ART clustering networks. I
A Baraldi, E Alpaydin
IEEE transactions on neural networks 13 (3), 645-661, 2002
Local linear perceptrons for classification
E Alpaydin, MI Jordan
IEEE Transactions on Neural Networks 7 (3), 788-794, 1996
Techniques for combining multiple learners
E Alpaydin
Proceedings of Engineering of Intelligent Systems, 1998
Combining multiple representations and classifiers for pen-based handwritten digit recognition
F Alimoglu, E Alpaydin
Proceedings of the Fourth International Conference on Document Analysis and …, 1997
Incremental construction of classifier and discriminant ensembles
A Ulaş, M Semerci, OT Yıldız, E Alpaydın
Information Sciences 179 (9), 1298-1318, 2009
Omnivariate decision trees
CT Yildiz, E Alpaydin
IEEE Transactions on Neural Networks 12 (6), 1539-1546, 2001
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