Continuously Constructive Deep Neural Networks von Irsoy, Ozan, Alpaydin, Ethem

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Canonical Correlation Analysis for Multiview Semisupervised Feature Extraction von Kursun, Olcay, Alpaydin, Ethem

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Artificial Neural Networks and Neural Information Processing -- ICANN/ICONIP 2003: Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings von Kaynak, Okyay, Alpaydin, Ethem, Oja, Erkki, Xu, Lei

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Localized algorithms for multiple kernel learning von Goenen, Mehmet, Alpaydin, Ethem

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Introduction to Machine Learning von Alpaydin, Ethem, Bach, Francis

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Combined 5 x 2 cv F test for comparing supervised classification learning algorithms von ALPAYDM, E

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Dimensionality Reduction von Alpaydin, Ethem

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Unsupervised feature extraction with autoencoder trees von İrsoy, Ozan, Alpaydın, Ethem

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Training bidirectional generative adversarial networks with hints von Mutlu, Uras, Alpaydın, Ethem

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Dropout regularization in hierarchical mixture of experts von İrsoy, Ozan, Alpaydın, Ethem

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Canonical correlation analysis using within-class coupling von Kursun, Olcay, Alpaydin, Ethem, Favorov, Oleg V.

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Soft decision trees von Irsoy, O., Yildiz, O. T., Alpaydin, E.

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Learning the areas of expertise of classifiers in an ensemble von Kilic, Esma, Alpaydin, Ethem

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Classification and Ranking Approaches to Discriminative Language Modeling for ASR von Dikici, E., Semerci, M., Saraclar, M., Alpaydin, E.

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Supervised Locally Linear Embedding von de Ridder, Dick, Kouropteva, Olga, Okun, Oleg, Pietikäinen, Matti, Duin, Robert P. W.

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Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies von Irsoy, O., Yildiz, O. T., Alpaydin, E.

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A selective attention-based method for visual pattern recognition with application to handwritten digit recognition and face recognition von Salah, A.A., Alpaydin, E., Akarun, L.

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Multiclass Posterior Probability Support Vector Machines von Gonen, Mehmet, Tanugur, Ayse Gonul, Alpaydin, Ethem

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Cost-conscious classifier ensembles von Demir, Cigdem, Alpaydin, Ethem

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Ordering and finding the best of K > 2 supervised learning algorithms von Yildiz, O.T., Alpaydin, E.

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