Comparison of small-sized deep neural network models for hyperspectral image classification
International Conference on Computing, Intelligence and Data Analytics – ICCIDA, Kocaeli/TÜRKİYE, 16 Eylül 2022
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Brain tumor classification by using a novel convolutional neural network structure
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, Vol. 32, No. 5, Haziran 2022, s. 1646-1660, ISSN: 0899-9457
POLAT ÖZLEM, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Machine-Learning-Based Classification of Urban Voids: Case Study of “Balat and Fener, Istanbul, Turkey”
SPACE International Journal of Conference Proceedings, Vol. 3, No. 1, Temmuz 2023, s. 17-24, ISSN: 2977-814X
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X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network
2019 SCIENTIFIC MEETING ON ELECTRICAL-ELECTRONICS & BIOMEDICAL ENGINEERING AND COMPUTER SCIENCE (EBBT), İSTANBUL/TÜRKİYE, 24 Nisan 2019
KESİM EGE, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Vol. 643, Ocak 2023, s. 244-256, ISSN: 2367-3389
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Object-Based Classification of Greenhouses Using Sentinel-2 MSI and SPOT-7 Images: A Case Study from Anamur (Mersin), Turkey
IEEE JOURNAL OF SELECTEDTOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, Vol. 13, Ocak 2020, ISSN: 1939-1404
BEKTAŞ BALÇIK FİLİZ, ŞENEL GİZEM, GÖKSEL ÇİĞDEM
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High Resolution Mapping Land Cover Classification of the Elmali Water Basin
25th Symposium of the European-Association-of-Remote-Sensing-Laboratories (EARSeL), 6 Haziran 2005
BEKTAŞ BALÇIK FİLİZ,SERTEL ELİF,GÖKSEL ÇİĞDEM,MUSAOĞLU NEBİYE
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Investigating the Influence of Training Set Size for Crop Type Classification using RapidEye
27th International Cartographic Conference, Rio de Janeiro/BREZİLYA, 23 Ağustos 2015
BALIK ŞANLI FUSUN,ÜSTÜNER MUSTAFA,BEKTAŞ BALÇIK FİLİZ,GÖKSEL ÇİĞDEM
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Fractional-Order Calculus-Based Data Augmentation Methods for Environmental Sound Classification with Deep Learning
FRACTAL AND FRACTIONAL, Vol. 6, No. 10, Ocak 2022, s. 15, ISSN: 2504-3110
YAZGAÇ BİLGİ GÖRKEM, KIRCI MÜRVET
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Satellite-derived shallow wetland bathymetry using different classification algorithms and datasets
Desalination Publications, Vol. 243, Ocak 2021, s. 231-241, ISSN: 1944-3986
DERVİŞOĞLU ADALET, YAĞMUR NUR, BİLGİLİOĞLU BURHAN BAHA
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Comparison of Pixel-Based and Object-Based Classification Methods in Determination of Wetland Coastline
International Journal of Environment and Geoinformatics, Vol. 7, No. 2, Ağustos 2020, s. 213-220, ISSN: 2148-9173
DERVİŞOĞLU ADALET, YAĞMUR NUR, BİLGİLİOĞLU BURHAN BAHA
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DIMENSION REDUCTION WITH PRINCIPAL COMPONENT ANALYSIS IN HYPERSPECTRAL IMAGE CLASSIFICATION USING MACHINE LEARNING
The 43rd Asian Conference on Remote Sensing 2022, Ulaanbaatar/MOĞOLİSTAN, 4 Ekim 2022
ATİK ŞAZİYE ÖZGE
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Comparative Study of Hyperspectral Imagery Classification with SVM and Ensemble Machine Learning Methods
6th Intercontinental Geoinformation Days (IGD), Bakü/AZERBAYCAN, 13 Haziran 2023
ATİK ŞAZİYE ÖZGE
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Investigation on Agent Based Models for Image Classification of Land Use and Land Cover Maps
The 39th Asian Conference on Remote Sensing (ACRS 2018), Kuala Lumpur/MALEZYA, 15 Ekim 2018, s. 2005-2008
ATİK ŞAZİYE ÖZGE, İPBÜKER CENGİZHAN
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PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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Classification of Non-pharmaceutical Anti-COVID Interventions Based on Novel FTOPSIS-Sort Models
International Conference on Intelligent and Fuzzy Systems (INFUS 2022), July 19-21, İzmir, Turkey., Vol. 1, 19 Temmuz 2022, s. 64-72
RADAEV ALEXANDER, HAKTANIR AKTAŞ ELİF, YATSALO BORİS, KAHRAMAN CENGİZ
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’’Site Classification of Kocaeli Region Based on HVSR Method
Academic Platform Journal of Natural Hazards and Disaster Management, Ocak 2020, ISSN: 2717-8714
YEŞİLYURT ALİ,AKRAM MUHAMMED RIZWAN,ZÜLFİKAR ABDULLAH CAN
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
The International Conference on Computing, Intelligence and Data Analytics, Kocaeli/TÜRKİYE, 16 Eylül 2022
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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AI-Empowered Fast Task Execution Decision for Delay-Sensitive IoT Applications in Edge Computing Networks
IEEE ACCESS, Vol. 11, Ocak 2023, ISSN: 2169-3536
AKKUZU BESTE, BAŞARAN MEHMET, ÇALIK NURULLAH, TEDİK BAŞARAN SEMİHA, DURAK ATA LÜTFİYE, AKKUZU GÜLDE
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A statistical framework for audio watermark detection and decoding
Int. Conference on Multimedia Content Representation, Classification and Security, Vol. 4105, 11 Eylül 2006, s. 241-248, ISSN: 0302-9743
GÜNSEL BİLGE, ÜLKER YENER, KIRBIZ ŞİMŞEK SERAP
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