A comparative evaluation of machine learning classification models utilizing GIS and key flood-causing factors for enhancing flood vulnerability assessment
Environment, Development and Sustainability, Aralık 2025, ISSN: 1387-585X
AL-JUAİDİ AHMED E. M.,TAYLAN OSMAN,TOROS HÜSEYİN
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Comparison of conventional and machine learning regression models for accurate prediction of selected optical active components – A case study: The Gulf of Izmit
Marine Pollution Bulletin, Vol. 208, Kasım 2024, ISSN: 0025-326X
SUNAR AYŞE FİLİZ,DERVİŞOĞLU ADALET,YAĞMUR AYDIN NUR,ATABAY HAKAN,DÖNERTAŞ ASLI
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Evaluating the performance of object-based machine learning and deep learning models in classifying different maize genotypes with multispectral UAV imagery
8th Advanced Engineering Days, Mersin/TÜRKİYE, 8 Aralık 2023, s. 1-3
ALTUNTAŞ OSMAN YAVUZ,ÇÖLKESEN İSMAİL,SEFERCİK UMUT GÜNEŞ,KAVZOĞLU TAŞKIN,SAYGI MUSTAFACAN,ÖZTÜRK MUHAMMED YUSUF,NAZAR MERTCAN,AYDIN İLYAS,TONBUL HASAN
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A data-driven Ship Risk Profile model for Turkish Straits (TS-SRP) using Machine Learning
Ocean Engineering, Vol. 311, Kasım 2024, ISSN: 0029-8018
EKİCİ CENGİZ VEFA,ÖZTÜRK ÜLKÜ,ŞENOL YUNUS EMRE
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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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Machine Learning-Based Supervised Classification of Sentinel-2 MSI and Landsat-8 OLI Imagery in Marguerite Bay of Antarctic Peninsula
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLVIII-M-6-2025 ISPRS, EARSeL & DGPF Joint Istanbul Workshop “Topographic Mapping from Space” dedicated to Dr. Karsten Jacobsen’s 80th Birthday 29–31 January 2025, Istanbul, Türkiye, İSTANBUL/TÜRKİYE, 29 Ocak 2025
ARKALI MEHMET,ATİK MUHAMMED ENES,ATİK ŞAZİYE ÖZGE
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
Informa UK Limited, Vol. 17, Nisan 2023, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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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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Intelligent Energy Management and Prediction of Micro Grid Operation Based on Machine Learning Algorithms and genetic algorithm
International Journal of Renewable Energy Research, No. 4, Ocak 2022, s. 2002-2014, ISSN: 1309-0127
ELWEDDAD MOHAMED, GÜNEŞER MUHAMMET TAHİR
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Correction to “A hybrid approach for mass valuation of residential properties through geographic information systems and machine learning integration”
Geographical Analysis, Vol. 56, No. 4, Haziran 2024, s. 25, ISSN: 0016-7363
METE MUHAMMED OĞUZHAN, YOMRALIOĞLU TAHSİN
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Black-Box Modeling of Immersive Reverberation with Convolutional Wavenet Audio Effects Modeling Network
AES International Conference on Artificial Intelligence and Machine Learning for Audio, Londra/İNGİLTERE, 8 Eylül 2025
BURUK YAVUZ,ÖZDEMİR TAYLAN
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Machine Learning-Based Error Correction Codes and Communication Protocols for Power Line Communication: An Overview
Institute of Electrical and Electronics Engineers (IEEE), Vol. 11, Ocak 2023, ISSN: 2169-3536
ŞEKER ŞAHİN SERHAT, ERDEMİR GÖKHAN, ZENGİN AYDIN TARIK, AKINCI TAHİR ÇETİN, IBRAHIM IDRISS ABDOULKADER
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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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An automated approach for developing geohazard inventories using news: integrating natural language processing (NLP), machine learning, and mapping
Natural Hazards and Earth System Sciences, Vol. 25, Temmuz 2025, ISSN: 1561-8633
AVCIOĞLU AYDOĞAN,DEMİR OGÜN,GÖRÜM TOLGA
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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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Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods
Engineering, Construction and Architectural Management, Haziran 2022, ISSN: 0969-9988
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Machine Learning Approaches to Predict the Selectivity of Compounds against HDAC1 and HDAC6
JOURNAL OF COMPUTATIONAL BIOPHYSICS AND CHEMISTRY, Vol. 23, No. 6, Haziran 2024, s. 837-850, ISSN: 2737-4165
DOĞAN BERNA
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Risk-based completion cost prediction approach in construction projects utilizing machine learning
Journal of Information Technology in Construction, Vol. 30, Mart 2025, s. 375-396, ISSN: 1874-4753
TURKYİLMAZ AYNUR HURRİYET,POLAT TATAR GÜL
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Enhanced E-commerce decision-making through sentiment analysis using machine learning-based approaches and IoT
PLOS One, Vol. 20, Haziran 2025, s. 1-33, ISSN: 1932-6203
FILAHI YASSER,GÜL ÖMER MELİH,ELGHIRANI ALI,ARICAN ERKUT,PARLAK İSMAİL BURAK,KADRY SEIFEDINE,KARPOUZIS KOSTAS
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Root Nodule Estimation Using a Non-Destructive Machine Learning Approach
2025 10th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), Stara Zagora/BULGARİSTAN, 5 Kasım 2025, s. 1-6
KAYA MURAT,YILMAZ ABDURRAHMAN,GUEVARA LEONARDO,CİELNİAK GRZEGORZ,VALLURU RAVİ
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