Machine Learning-Based Supervised Classification of Sentinel-2 MSI and Landsat-8 OLI Imagery in Marguerite Bay of Antarctic Peninsula
ISPRS, EARSeL & DGPF Joint İstanbul Workshop 2025, İstanbul/TÜRKİYE, 29 Ocak 2025
ARKALI MEHMET,ATİK MUHAMMED ENES,ATİK ŞAZİYE ÖZGE
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Time series classification via topological data analysis
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 183, Ocak 2021, ISSN: 0957-4174
KAYGUN ATABEY,KARAN ALPEREN
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Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach
Journal of Applied Remote Sensing, Vol. 11, No. 03, Eylül 2017, s. 35016, ISSN: 1931-3195
KAVZOĞLU TAŞKIN,YILDIZ ERDEMİR MERVE,TONBUL HASAN
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Determination Student’s Profiles of Engineering Faculty with Data Mining Method: A Sample of Kocaeli University
International Conference on Advances and Innovations in Engineering (ICAIE), ELAZIĞ/TÜRKİYE, 10 Mayıs 2017, s. 129-129
ALADAĞ ZERRİN,ALKAN ATAKAN,ÇELTEK ELİF ECEM,DİNÇ AYŞEGÜL
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An Experimental Comparison of Multi-Resolution Segmentation and K-Means Clustering For Object-Based Classification of VHR Imagery
Remote Sensing and Photogrammetry Society (RSPSoc-2017), Londra/İNGİLTERE, 5 Eylül 2017
KAVZOĞLU TAŞKIN,TONBUL HASAN
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Classification of hybrid maize seeds (Zea mays) with object-based machine learning algorithms using multispectral UAV imagery
6th Intercontinental Geoinformation Days, Bakü/AZERBAYCAN, 13 Haziran 2023, s. 157-161
ÇÖLKESEN İSMAİL,SEFERCİK UMUT GÜNEŞ,KAVZOĞLU TAŞKIN,TONBUL HASAN,ÖZTÜRK MUHAMMED YUSUF,ALTUNTAŞ OSMAN YAVUZ,NAZAR MERTCAN,AYDIN İLYAS
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BioNAS: Neural Architecture Search for Multiple Data Modalities in Biomedical Image Classification
International Conference on Advanced Engineering, Technology and Applications, 24 Mayıs 2024
KUŞ ZEKİ,KİRAZ BERNA,AYDIN MUSA,KİRAZ ALPER
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Object-based Image Classification of Poplar Tree with Ensemble Learning Methods Using Sentinel-2 Imagery
International Symposium on Applied Geoinformatics (ISAG-2019), İstanbul/TÜRKİYE, 7 Kasım 2019
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
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Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images
International Journal of Remote Sensing, Vol. 45, No. 6, Mart 2024, s. 2049-2072, ISSN: 0143-1161
KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,ATEŞOĞLU AYHAN,TONBUL HASAN,YILMAZ ELİF ÖZLEM,ÖZLÜSOYLU ŞEYMA,ÖZTÜRK MUHAMMED YUSUF
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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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Parameterization of Shape and Compactness in Object-based Image Classification Using Quickbird-2 Imagery
AGU 2016 Fall Meeting, San Francisco/AMERİKA BİRLEŞİK DEVLETLERİ, 12 Aralık 2016
TONBUL HASAN,KAVZOĞLU TAŞKIN
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Architectural Drawing Recognition A case study for training the learning algorithm with architectural plan and section drawing images
37th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) and 23rd Conference Iberoamerican Society of Digital Graphics, Porto/PORTEKİZ, Vol. 2, 11 Eylül 2019, s. 29-34
UZUN CAN,ÇOLAKOĞLU MERYEM BİRGÜL
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Fuzzy AHP‐TOPSIS Framework for Rock Mass Classification Based on RMQR Criteria
Geotechnical and Geological Engineering, Vol. 43, Ağustos 2025, ISSN: 0960-3182
DÖNMEZ HÜSEYİN ONUR,TUNÇDEMİR HAKAN,ACAROĞLU ERGÜN ÖMÜR
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Comparative Analysis of Machine Learning Algorithms for Classification of UAV-based Photogrammetric Cultural Heritage Point Clouds
International Conference Applied Photogrammetry and Remote Sensing for Environmental and Industry „APRSEI – PHEDCS 2025, Tashkent/ÖZBEKİSTAN, 23 Eylül 2025
ARKALI MEHMET,BIYIK MUHAMMED YAHYA,ATİK MUHAMMED ENES
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Compressed Spectrum Sensing Using Sparse Recovery Convergence Patterns through Machine Learning Classification
2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 10 Eylül 2019
NAZZAL MAHMOUD,HASEKİOĞLU ORKUN,EKTİ ALİ RIZA,GÖRÇİN ALİ,ARSLAN HÜSEYİN
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Classification based macroblock layer rate control for low delay transmission of H 263 video
Journal of Electronic Imaging, Vol. 12, No. 3, 2003, s. 499-510
BAYAZIT ULUĞ
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Error annotation: a review and faceted taxonomy
LANGUAGE RESOURCES AND EVALUATION, Vol. 59, No. 3, Ocak 2025, s. 25, ISSN: 1574-020X
ERYİĞİT GÜLŞEN,GOLYNSKAIA ANNA,SAYAR CANAY ELİF,TÜRKER TOLGAHAN
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On real-time semantic segmentation with comprehensive off-road datasets for enhanced terrain classification
Engineering Applications of Artificial Intelligence, Vol. 166, Şubat 2026, ISSN: 0952-1976
BEYÇİMEN SEMİH,IGNATYEV DMİTRY,ZOLOTAS ARGYRİOS,ART ALİ
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XGBoost Enhances the Performance of SAFE: A Novel Microwave Imaging System for Early Detection of Malignant Breast Cancer
CANCERS, Vol. 17, No. 2, Ocak 2025, s. 20, ISSN: 2072-6694
YURTSEVEN ALİ,JANJİC ALEKSANDER,ÇAYÖREN MEHMET,BUĞDAYCI ONUR,ARIBAL MUSTAFA ERKİN,AKDUMAN İBRAHİM
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Applications of a novel deep neural network to the classification of liver steatosis and breast lesions in ultrasound images
Biomedical Signal Processing and Control, Vol. 115, Nisan 2026, ISSN: 1746-8094
POLAT ÖZLEM,DOKUR ZÜMRAY,ÖLMEZ TAMER
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