!!Ethem Alpaydin - Selected Publications
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__Book: (sole author)__\\
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Introduction to Machine Learning," The MIT Press, 4 editions in 2004, 2009, 2014, and 2020. Translated into German, Chinese, Turkish; reprinted in India. 12200 citations on Google Scholar. Textbook at the senior-undergraduate/graduate level in many institutions worldwide.\\
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__Book: (sole author)__ \\
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"Machine Learning," The MIT Press, 2 editions in 2016 and 2021. Translated into Japanese, Korean, Russian, Turkish, Taiwanese, Croatian, Finnish. As part of the Essential Knowledge Series, intended for the general audience.\\
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E.  Alpaydin (sole author) "Voting over multiple condensed nearest neighbors",  Lazy Learning, 115-132 , 1997 (178 citations)\\
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E. Alpaydin (sole author)  "Combined 5× 2 cv F test for comparing supervised classification learning algorithms," Neural Computation 11 (8), 1885-1892, 1998. (500+ citations on Google Scholar.)\\
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E Mayoraz, E Alpaydin "Support vector machines for multi-class classification", International Work-Conference on Artificial Neural Networks, 833-842, 1999 (250 citations)\\
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E Alpaydin, C Kaynak "Cascading classifiers" Kybernetika 34 (4), 369-374, 1998 (195 citations)\\
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M Gönen, E Alpaydin "Localized multiple kernel learning" Proc. 25th international conference on Machine learning, 352-359, 2008\\
(363 citations)\\
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AA Salah, E Alpaydin, L Akarun "A selective attention-based method for visual pattern recognition with application to handwritten digit recognition and face recognition",  IEEE Trans. Pattern Analysis and Machine Intelligence 24 (3), 420-425, 2008 (183 citations)\\
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A Baraldi, E Alpaydin "Constructive feedforward ART clustering networks. IEEE Trans. Neural Networks 13 (3), 645-661 (111 citations)\\
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__Article:__ (with PhD student M Gönen), "Multiple kernel learning algorithms,"  The Journal of Machine Learning Research 12, 2211-2268, 2011. 2000+ citations on Google Scholar\\
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40 journal and 47 conference papers, earliest in 1989.\\
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20500+ citations on Google scholar with h-index of 41.\\ \\[{ALLOW view All}][{ALLOW edit ealpaydin}][{ALLOW upload ealpaydin}][{ALLOW comment All}]
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