Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days, 20 Haziran 2022
AKSOY SAMET, ARIKAN CEYDA NUR, TÜMER İLAY NUR, SERTEL ELİF
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Comparative analysis of MABC with KNN, SOM, and ACO algorithms for ECG heartbeat classification
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 26, No. 6, Kasım 2018, s. 2819-2830, ISSN: 1300-0632
DİLMAÇ SELİM,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Comparative analysis of MABC with KNN, SOM, and ACO algorithms for ECG heartbeat classification
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 26, No. 6, Kasım 2018, s. 2819-2830, ISSN: 1300-0632
DİLMAÇ SELİM,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Point Cloud Classification Using Machine Learning Algorithms and Selection of Relevant Features
The 5th Intercontinental Geoinformation Days, New Delhi/HİNDİSTAN, 14 Aralık 2022
ATİK MUHAMMED ENES, DURAN ZAİDE
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Development of an early warning system for higher education institutions by predicting first‐year student academic performance
Higher Education Quarterly, Ocak 2024, ISSN: 0951-5224
ÇIRAK CEM RECAİ,AKILLI HAKAN,EKİNCİ YELİZ
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Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days (IGD), TABRIZ/İRAN, Vol. 4, No. 1, 20 Haziran 2022, s. 43-46
ARIKAN CEYDANUR,TÜMER İLAY NUR,AKSOY SAMET,SERTEL ELİF
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Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance
Engineering Science and Technology, an International Journal, Vol. 37, Aralık 2023, ISSN: 2215-0986
HEYDAROV SADDAM, AYDIN MUSA, YAPICI ALPARSLAN ÇAĞRI, TUNA SÜHA, ÖZTÜRK SADULLAH
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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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Comparison between random forest and support vector machine algorithms for LULC classification
International Journal of Engineering and Geoscience, Vol. 8, No. 1, Şubat 2023, s. 1-10, ISSN: 2548-0960
AVCI CENGİZ, BUDAK MUHAMMED, YAĞMUR AYDIN NUR, BEKTAŞ BALÇIK FİLİZ
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Measurement and Analysis of In Vivo Microwave Dielectric Properties Collected From Normal, Benign, and Malignant Rat Breast Tissues: Classification Using Supervised Machine Learning Algorithms
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Vol. 73, 2024, s. 11, ISSN: 0018-9456
PASTACI ÖZSOBACI NURAL,ÖNEMLİ EMRE,AYDINALP CEMANUR,YILMAZ ABDOLSAHEB TUBA
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High-resolution land use and land cover change analysis using GEOBIA and landscape metrics: A case of Istanbul, Turkey
Geocarto International, Aralık 2021, ISSN: 1010-6049
TOPALOĞLU RAZİYE HALE, AKSU GÜL ASLI, GHALE YUSUF, SERTEL ELİF
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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 maximum likelihood classification method with supervised artificial neural network algorithms for land use activities
International Journal of Remote Sensing, Vol. 25, No. 9, Mayıs 2004, s. 1733-1748, ISSN: 0143-1161
SUNAR AYŞE FİLİZ,ÖZKAN COŞKUN,TABERNER MALCOLM
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Risk-Based Completion Cost Overrun Ratio Estimation in Construction Projects Using Machine Learning Classification Algorithms: A Case Study
Buildings, Vol. 14, No. 11, Kasım 2024, s. 1-18, ISSN: 2075-5309
TURKYİLMAZ AYNUR HURRİYET,POLAT TATAR GÜL
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Breast cancer mass classification using machine learning, binary-coded genetic algorithms, and an ensemble of deep transfer learning
The Computer Journal, Vol. 67, No. 3, Mart 2024, s. 1111-1125, ISSN: 1460-2067
TİRYAKİ VOLKAN MÜJDAT, TUTKUN NEDİM
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A comprehensive evaluation of feature selection algorithms in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
VİJOUYEH HAMED,TAŞKIN KAYA GÜLŞEN
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Dynamic Land Cover Mapping of Urbanized Cities with Landsat 8 Multi-temporal Images: Comparative Evaluation of Classification Algorithms and Dimension Reduction Methods
ISPRS International Journal of Geo-Information, Vol. 8, No. 3, Mart 2019, s. 139, ISSN: 2220-9964
ALGANCI UĞUR
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Prediction of amputation risk of patients with diabetic foot using classification algorithms: A clinical study from a tertiary center
International Wound Journal, Vol. 21, Ocak 2024, ISSN: 1742-4801
DEMİRKOL DENİZHAN, EROL ÇİĞDEM, TANNİER XAVİER, ÖZCAN TUNCAY, AKTAŞ ŞAMİL
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Feature extraction of EMG signals, classification with ANN and kNN algorithms
2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir/TÜRKİYE, 2 Mayıs 2018
CERCİ CAGRİ,TEMELTAŞ HAKAN
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Measurement and Analysis of In Vivo Microwave Dielectric Properties Collected From Normal, Benign, and Malignant Rat Breast Tissues: Classification Using Supervised Machine Learning Algorithms
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Vol. 73, Ocak 2024, s. 11, ISSN: 0018-9456
PASTACI ÖZSOBACI NURAL,ÖNEMLİ EMRE,AYDINALP CEMANUR,YILMAZ ABDOLSAHEB TUBA
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