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1

Design and Analysis of Classifier Learning Experiments in Bioinformatics: Survey and Case Studies

Irsoy, Ozan, Yildiz, Olcay Taner, Alpaydin, Ethem

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2012

Language:

english

File:

PDF, 1.15 MB

english, 2012

2

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Learning acoustic frame labeling for speech recognition with recurrent neural networks

Sak, Hasim, Senior, Andrew, Rao, Kanishka, Irsoy, Ozan, Graves, Alex, Beaufays, Francoise, Schalkwyk, Johan

Year:

2015

Language:

english

File:

PDF, 252 KB

english, 2015

3

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Budding Trees

Irsoy, Ozan, Yildiz, Olcay Taner, Alpaydin, Ethem

Year:

2014

Language:

english

File:

PDF, 221 KB

english, 2014

4

Physics-Inspired Neural Networks for Efficient Device Compact Modeling

Li, Mingda, Irsoy, Ozan, Cardie, Claire, Xing, Huili Grace

Journal:

IEEE Journal on Exploratory Solid-State Computational Devices and Circuits

Year:

2016

Language:

english

File:

PDF, 2.53 MB

english, 2016

5

Unsupervised feature extraction with autoencoder trees

İrsoy, Ozan, Alpaydın, Ethem

Journal:

Year:

2017

Language:

english

File:

PDF, 7.78 MB

english, 2017

6

Continuously Constructive Deep Neural Networks

Irsoy, Ozan, Alpaydin, Ethem

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2019

Language:

english

File:

PDF, 3.68 MB

english, 2019

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