A comprehensive analysis of twin support vector machines in remote sensing image classification
2015 23nd Signal Processing and Communications Applications Conference (SIU), 16 Mayıs 2015
TAŞKIN KAYA GÜLŞEN
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Comparison of support vector machine and object based classification methods for coastline detection
ISPRS2013-SSG Konferansı, Vol. 72, 11 Kasım 2013, s. 125-127
KALKAN KAAN,BAYRAM BÜLENT,MAKTAV MİTHAT DERYA,SUNAR AYŞE FİLİZ
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Recursive feature selection based on non parallel SVMs and its application to hyperspectral image classification
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/TÜRKİYE, 13 Temmuz 2014
TAŞKIN KAYA GÜLŞEN,TORUN YÜCEL,KÜÇÜK ÇAĞLAR
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A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
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Heartbeat classification by using a convolutional neural network trained with Walsh functions
Neural Computing and Applications, Vol. 32, No. 16, Ocak 2020, s. 12515-12534, ISSN: 0941-0643
DOKUR ZÜMRAY,ÖLMEZ TAMER
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Classification of heart sounds using an artificial neural network
Pattern Recognition Letters, Vol. 24, No. 1-3, Ocak 2003, s. 617-629, ISSN: 01678655
ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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Comparison of discrete wavelet and Fourier transforms for ECG beat classification
Electronics Letters, Vol. 35, No. 18, 1999, s. 1502-1504
ÖLMEZ ZÜMRAY,ÖLMEZ TAMER,YAZGAN ERTUĞRUL
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A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy/TÜRKİYE, 26 Temmuz 2015
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,LORENZO BRUZZONE
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Pneumonia Detection and Classification Using Deep Learning on Chest X-Ray Images
International Journal of Intelligent Systems and Applications in Engineering, Vol. 8, No. 4, Ocak 2020, s. 177-183, ISSN: 2147-6799
DARICI MUAZZEZ BUKET,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Classification of respiratory sounds by using an artificial neural network
International Journal of Pattern Recognition and Artificial Intelligence IJPRAI, Vol. 17, No. 4, 2003, s. 567-580
ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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A multilayer incremental neural network architecture for classification
NEURAL PROCESSING LETTERS, Vol. 2, No. 2, Aralık 1995, s. 5-9, ISSN: 1370-4621
ÖLMEZ TAMER
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A Study of Earthquake-Induced Building Detection by Object Oriented Classification Approach
EGU General Assembly 2017, Vienna/AVUSTURYA, 23 Nisan 2017
SABUNCU ASLI,UÇA AVCI ZEHRA DAMLA,SUNAR AYŞE FİLİZ
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Application of InP neural network to ECG beat classification
NEURAL COMPUTING & APPLICATIONS, Vol. 11, No. 1-3, 2003, s. 144-155, ISSN: 0941-0643
ÖLMEZ TAMER
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Visual processing and classification of items on a moving conveyor a selective perception approach
Robotics and Computer-Integrated Manufacturing, Vol. 18, No. 2, Nisan 2002, s. 125-133, ISSN: 07365845
YALÇIN HÜLYA,BOZMA AYDIN HURİYE IŞIL
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SVM parameter selection based on harmony search with an application to hyperspectral image classification
2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey/TÜRKİYE, 16 Mayıs 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
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Prostate Cancer Classification from Mass Spectrometry Data by Using Wavelet Analysis and Kernel Partial Least Squares Algorithm
International Journal of Bioscience, Biochemistry and Bioinformatics, Vol. 3, No. 2, 2013, s. 98-102
ÖLMEZ TAMER
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Analysis of preprocessing methods on classification of Turkish texts
Innovations in Intelligent Systems and Applications (INISTA), 15 Haziran 2011
TORUNOĞLU SELAMET DİLARA,ÇAKIRMAN ERHAN,GANİZ MURAT CAN,AKYOKUŞ SELİM,GÜRBÜZ MUSTAFA ZAHİD
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The Use of Artificial Intelligence Optimization Algorithms in Unsupervised Classification
EARSeL 2011, Prag/ÇEK CUMHURİYETİ, 30 Mayıs 2011, s. 383-393
ATASEVER ÜMİT HALUK,ÖZKAN COŞKUN,SUNAR AYŞE FİLİZ
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Classification of ECG waveforms by using RCE neural network and genetic algorithms
Electronics Letters, Vol. 33, No. 18, 1997, s. 1561-1562
ÖLMEZ TAMER
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Spectral and spatial classification of earthquake images by support vector selection and adaptation
2010 International Conference of Soft Computing and Pattern Recognition, Cergy-Pontoise, France/FRANSA, Vol. 194, No. 197, 7 Aralık 2010
TAŞKIN KAYA GÜLŞEN,OKAN K ERSOY,KAMAŞAK MUSTAFA ERSEL
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