Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning
REMOTE SENSING, Vol. 14, No. 21, Kasım 2022, s. 24, ISSN: 2072-4292
ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, YÜZÜGÜLLÜ ONUR, FAJRAOUİ NOURA, ERTEN ESRA
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Soil Moisture Estimation Using Sentinel-1/-2 Imagery Coupled With CycleGAN for Time-Series Gap Filing
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, Vol. 60, Ocak 2022, s. 11, ISSN: 0196-2892
EFREMOVA NATALİA, EL AMİNE SEDDİK MOHAMED, ERTEN ESRA
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Mass Valuation of Real Estate Using GIS-based Nominal Valuation and Machine Learning Methods
28th Annual Conference of the European Real Estate Society (ERES), Milano/İTALYA, 22 Haziran 2022
METE MUHAMMED OĞUZHAN, YOMRALIOĞLU TAHSİN
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Comparison of machine learning regression methods for mass real estate valuation
The 7th Intercontinental Geoinformation Days (IGD), Peshawar/PAKİSTAN, 18 Kasım 2023, s. 106-110
SAĞLAM BATUHAN KAMİL, METE MUHAMMED OĞUZHAN, ÖZERMAN MEHMET UFUK, ALKAN REHA METİN
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GIS & Machine Learning based Mass Appraisal of Residential Properties in England & Wales
30th Annual Geographical Information Science Research UK (GISRUK), Liverpool/İNGİLTERE, 5 Nisan 2022
METE MUHAMMED OĞUZHAN, YOMRALIOĞLU TAHSİN
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A Hybrid Approach for Mass Valuation of Residential Properties through Geographic Information Systems and Machine Learning Integration
GEOGRAPHICAL ANALYSIS, Vol. 55, No. 4, Ocak 2023, s. 25, ISSN: 0016-7363
METE MUHAMMED OĞUZHAN, YOMRALIOĞLU TAHSİN
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A PROPOSAL FOR A MACHINE LEARNING BASED VALUATION MODEL FOR DETERMINING EFFICIENT BUILDING PROPERTY TAX VALUE
IX. INTERNATIONAL HEALTH, ENGINEERING AND SCIENCES CONGRESS, Ankara/TÜRKİYE, 27 Eylül 2024, s. 127-142
TAŞTAN ELİF ŞEVVAL,METE MUHAMMED OĞUZHAN,ALKAN REHA METİN
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Paddy Rice Phenology Classification Based on Machine Learning Methods Using Multitemporal Co Polar X Band SAR Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 6, Haziran 2016, s. 2509-2519, ISSN: 1939-1404
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
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13 - Deep learning for estimation of bio- & geophysical parameters from SAR data Deep Learning for Synthetic Aperture Radar Remote Sensing
2025, s. 287-323, Elsevier
ERTEN ESRA,CİNBİŞ RAMAZAN GÖKBERK,IŞIK MUSTAFA SERKAN,ÇELİK MEHMET FURKAN
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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USING DEEP LEARNING TO GENERATE FRONT AND BACKYARDS IN LANDSCAPE ARCHITECTURE
ARCHITECTURE AND PLANNING JOURNAL ( apj), Vol. 28, No. 3, Ocak 2025, s. 1-11, ISSN: 2789-8547
SENEM MEHMET ONUR,EŞBAH TUNÇAY HAYRİYE,AS İMDAT
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Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study
Scientific Reports, Vol. 11, Ocak 2021, ISSN: 2045-2322
ALİŞ DENİZ CAN, YERGİN MERT, ALİŞ CEREN, TOPEL ÇAĞDAŞ, ASMAKUTLU OSMAN, BAĞCILAR ÖMER, SENLİ YESEREN DENİZ, ÜSTÜNDAĞ AHMET, SALT VEFA, NACAR DOĞAN SEBAHAT, VELİOĞLU MURAT, SELÇUK HAKAN HATEM, ÖKSÜZ İLKAY, KIZILKILIÇ OSMAN, KARAARSLAN ERCAN
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Deep learning for rectal spacer stratification in prostate boost radiotherapy
European Society for Radiotherapy & Oncology Conference ESTRO 2020, Viyana/AVUSTURYA, 29 Kasım 2020
THOMAS CHRİSTOPHER, ÖKSÜZ İLKAY, KİNG ANDREW P., GUERRERO-URBANO TERESA, GREENER ANTONY, DREGELY ISABEL, BARRİNGTON SALLY
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Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology
INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2019, 2 Haziran 2019
CLOUGH JAMES R.,ÖKSÜZ İLKAY,BRYNE NİCHOLAS,SCHNABEL JULİA A.,KİNG ANDREW P.
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Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels
IEEE ACCESS, Vol. 11, Ocak 2023, s. 12, ISSN: 2169-3536
DEARİ SABRİ, ULUKAYA SEZER, ÖKSÜZ İLKAY
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A Survey on Shape-Constraint Deep Learning for Medical Image Segmentation
IEEE REVIEWS IN BIOMEDICAL ENGINEERING, Vol. 16, Ocak 2023, s. 16, ISSN: 1937-3333
BOHLENDER SİMON, ÖKSÜZ İLKAY, MUKHOPADHYAY ANİRBAN
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Channel Attention Networks for Robust MR Fingerprint Matching
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Vol. 69, No. 4, Ocak 2022, s. 8, ISSN: 0018-9294
SOYAK REFİK, NAVRUZ EBRU, RSOY EDA ÖZGÜ E, CRUZ GASTAO, PRİETO CLAUDİA, KİNG ANDREW P., ÜNAY DEVRİM, ÖKSÜZ İLKAY
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Classification of poplar trees with object-based ensemble learning algorithms using Sentinel-2A imagery
Journal of Geodetic Science, Vol. 10, No. 1, Mayıs 2020, s. 14-22, ISSN: 2081-9943
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
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Marine mucilage mapping with explained deep learning model using water-related spectral indices: a case study of Dardanelles Strait, Turkey
Stochastic Environmental Research and Risk Assessment, Vol. 38, Ocak 2024, s. 51-67, ISSN: 1436-3240
YILMAZ ELİF ÖZLEM, TONBUL HASAN, KAVZOĞLU TAŞKIN
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Agricultural Crop Type Mapping Using Object-Based Image Analysis with Advanced Ensemble Learning Algorithms
The 40th Asian Conference on Remote Sensing (ACRS-2019), Daejeon/GÜNEY KORE, 14 Ekim 2019
KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,TONBUL HASAN
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