Support vector selection and adaptation for classification of earthquake images
2009 IEEE International Geoscience and Remote Sensing Symposium, Cape Town, South Africa/GÜNEY AFRİKA, Vol. 2, 12 Temmuz 2009, s. 851-854
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
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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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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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Classification of motor imagery electroencephalogram signals by using a divergence based convolutional neural network
Applied Soft Computing, Vol. 113, No. 107881, Eylül 2021, s. 1-20, ISSN: 1568-4946
DOKUR ZÜMRAY, ÖLMEZ TAMER
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Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning
Physiological Measurement, Vol. 42, No. 9, Eylül 2021, ISSN: 0967-3334","1361-6579
KHAN KALEEM NAWAZ, KHAN FAİQ AHMAD, ABİD ANAM, ÖLMEZ TAMER, DOKUR ZÜMRAY, KHANDAKAR AMİTH, CHOWDHURY MUHAMMAD E. H., KHAN MUHAMMAD SALMAN
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Classification of pulsars with Dirichlet process Gaussian mixture model
Monthly Notices of the Royal Astronomical Society, Vol. 493, No. 1, Mart 2020, s. 713-722, ISSN: 0035-8711
AY FAHRETTİN,İNCE GÖKHAN,KAMAŞAK MUSTAFA ERSEL,EKŞİ KAZIM YAVUZ
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A comparative analysis of classification methods for hyperspectral images generated with conventional dimension reduction methods
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 25, No. 1, Ocak 2017, s. 58-72, ISSN: 1300-0632
ARSLAN OZAN,AKYÜREK ÖZER,KAYA ŞİNASİ
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EFFECTIVE LiDAR DATA CLASSIFICATION BY ROWDATA AND PARAMETER ANALYSIS FRAMEWORK
FRESENIUS ENVIRONMENTAL BULLETIN, Vol. 27, No. 6, 2018, s. 4068-4075, ISSN: 1018-4619
BAŞ NURAY,COŞKUN HİLAL GONCA,KAYA ŞİNASİ,BAYRAM BÜLENT,ÇELİK HAKAN
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Determining lateral offsets of rocks along the eastern part of the North Anatolian Fault Zone (Turkey) using spectral classification of satellite images and field measurements
Geomatics, Natural Hazards and Risk, Nisan 2017, s. 1-13, ISSN: 1947-5705
GÜRSOY ÖNDER,KAYA ŞİNASİ,ÇAKIR ZİYADİN,TATAR ORHAN,CANBAZ OKTAY
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Determination of the Olive Trees with Object Based Classification of Pleiades Satellite Image
International Journal of Environment and Geoinformatics, Vol. 5, No. 2, Temmuz 2018, s. 132-139, ISSN: 2148-9173
ALGANCI UĞUR,SERTEL ELİF,KAYA ŞİNASİ
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Deep learning based classification of unsegmented phonocardiogram spectrograms leveraging transfer learning
Physiological Measurement, Vol. 42, No. 9, Ocak 2021, ISSN: 0967-3334
KHAN KALEEM NAWAZ, KHAN FAİQ AHMAD, ABİD ANAM, ÖLMEZ TAMER, DOKUR ZÜMRAY, KHAN MUHAMMAD SALMAN
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Earthquake induced damage classification from postearthquake satellite image using spectral and spatial features with support vector selection and adaptation
Journal of Applied Remote Sensing, Vol. 9, No. 1, Eylül 2015, s. 96017, ISSN: 1931-3195
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN,KAMAŞAK MUSTAFA ERSEL
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Dielectric Property Based Classification of Hepatic Malignancies
2018 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting, 8 Temmuz 2018
YILMAZ ABDOLSAHEB TUBA,ÇAYÖREN MEHMET,AKDUMAN İBRAHİM
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Support Vector Selection and Adaptation for Remote Sensing Classification
IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, No. 6, Haziran 2011, s. 2071-2079, ISSN: 0196-2892
TASKİN KAYA GÜLŞEN, ERSOY OKAN K., KAMASAK MUSTAFA E.
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Benchmarking Apache Spark and Hadoop MapReduce on Big Data Classification. International Conference on Cloud and Big Data Computing
International Conference on Cloud and Big Data Computing, Liverpool/İNGİLTERE, 13 Ağustos 2021
TEKDOGAN TAHA, ÇAKMAK ALİ
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Effects of objects and image quality on melanoma classification using deep neural networks
Biomedical Signal Processing and Control, Vol. 67, Ocak 2021, ISSN: 1746-8094
AKKOCA GAZİOĞLU BİLGE SÜHEYLA, KAMAŞAK MUSTAFA ERSEL
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Classification of left and right hand motor imagery EEG signals by using deep neural networks
International Journal of Applied Mathematics Electronics and Computers, Vol. 9, Aralık 2021, ISSN: 2147-8228
ABİLZADE LEYLA, KORHAN NURİ, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Classification of left and right hand motor imagery EEG signals by using deep neural networks
International Journal of Applied Mathematics Electronics and Computers, Vol. 9, No. 4, Aralık 2021, s. 85-90, ISSN: 2147-8228
KORHAN NURİ, ABİLZADE LEYLA, ÖLMEZ TAMER, DOKUR ZÜMRAY
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A Fuzzy Logic Approach on the Evaluation of Driving Styles and Investigation of Drivability Calibration Effects
GAZI UNIVERSITY JOURNAL OF SCIENCE, Vol. 35, No. 2, Haziran 2022, s. 668-680, ISSN: 2147-1762
AKŞİT SAMET, YAVUZ AKİF, ŞEN OSMAN TAHA
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Classification and analysis of sea-effect snowbands for Danube Sea area in Black Sea
International Journal of Climatology, Vol. 41, No. 5, Nisan 2021, s. 3139-3152, ISSN: 0899-8418
YAVUZ VELİ, DENİZ ALİ, ÖZDEMİR EMRAH TUNCAY, KOLAY OĞUZHAN, KARAN HALDUN
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