Empirical-singular-wavelet based machine learning models for sea level forecasting in the bosphorus strait: A performance analysis
Ocean Modelling, Vol. 188, Nisan 2024, ISSN: 1463-5003
KARTAL ELİF,ALTUNKAYNAK ABDÜSSELAM
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Effect of machine learning hyperparameters on the prediction performance of the relationship between seismic input energy and displacement
10th Turkish Conference on Earthquake Engineering (10TCEE), İstanbul/TÜRKİYE, 8 Ekim 2025
ÇALIM FURKAN,GÜLLÜ AHMET,YÜKSEL ERCAN
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A comparative evaluation of machine learning classification models utilizing GIS and key flood-causing factors for enhancing flood vulnerability assessment
Environ Dev Sustain, Ocak 2025, ISSN: 1387-585X
AL-JUAİDİ AHMED E. M.,TAYLAN OSMAN,TOROS HÜSEYİN
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Machine learning-driven regional prediction of PM2.5 concentrations in the eastern mediterranean bridging spatial data gaps in air quality monitoring
Environmental Modelling & Software, Vol. 192, Ağustos 2025, ISSN: 1364-8152
GURTEPE IRDE,ÜNAL ALPER,GÜLLÜ GÜLEN,ASLANOĞLU SAİME YEŞER,MARSHALL JULİAN
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Precipitation downscaling with the integration of multiple precipitation products, land surface data and gauge stations using explainable machine learning algorithms: A case study in the Mediterranean region of Turkiye
Science of The Total Environment, Vol. 1002, Kasım 2025, ISSN: 0048-9697
HİSAM ENES,ŞEKER DURSUN ZAFER,SERTEL ELİF
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Modelling the energy footprint of urban form in Istanbul: A big data and machine learning approach
Energy and Buildings, Vol. 333, No. 115495, Nisan 2025, s. 1-17, ISSN: 0378-7788
KARLI MELİS,TERZİ FATİH
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Remote Sensing-based Machine Learning Techniques for Mapping Gold-Mineralized Alteration Zones in the Fatira Mine Area, Egypt
ACTA GEOLOGICA SINICA-ENGLISH EDITION, Vol. 99, No. 4, Eylül 2025, s. 1196-1223, ISSN: 1000-9515
EL-WARDANY REFAEY,JİAO JİANGANG,ZOHEİR BASEM,KHEDR LOBNA,KUMRAL MUSTAFA,LİU LEİ,ABU EL-LEİL IBRAHEM,ORABİ AHMED,ABD EL-SALAM LOTFY,KHALIL AMR ABDELNASSER ALI
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Discovering novel lead-free mixed cation hybrid halide perovskites via machine learning
Physical Chemistry Chemical Physics, Vol. 27, Ocak 2025, ISSN: 1463-9076
JAMALİNABİJAN FATEMEH,ALİDOUST SOMAYYEH,İNİŞ DEMİR GÖZDE,TEKİN ADEM
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Local planner selection for autonomous robots using machine learning
International Journal of Intelligent Robotics and Applications, Vol. 9, Mart 2025, s. 245-256, ISSN: 2366-5971
ÖNER HATİCE KÜBRA,SEZER VOLKAN
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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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Early Prediction in Classification of Cardiovascular Diseases with Machine Learning, Neuro-Fuzzy and Statistical Methods
Biology, Vol. 12, Ocak 2023, s. 1-31, ISSN: 2079-7737
TAYLAN OSMAN,S. ALKABAA ABDULAZİZ,PAMUKÇU ESRA,LEVİA VİCTOR
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Machine Learning Approaches to Forecasting Car Prices in the Secondary Market
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Forecasting Solar Energy: Leveraging Artificial Intelligence and Machine Learning for Sustainable Energy Solutions
Journal of Economic Surveys, Vol. 39, No. 5, Aralık 2025, s. 1837-2334, ISSN: 0950-0804
SAADATİ TARANEH,BARUTÇU BURAK
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Predicting displacement demands in SDOF systems using seismic input energy: A machine learning approach
4th International Civil Engineering & Architecture Conference (ICEARC’25), Trabzon/TÜRKİYE, 17 Mayıs 2025, s. 505-513
ÇALIM FURKAN,GÜLLÜ AHMET,YÜKSEL ERCAN
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Machine Learning-Based Handover Performance Prediction for Beyond 5G Communication Networks
2024 6th International Conference on Communications, Signal Processing, and their Applications (ICCSPA), İstanbul/TÜRKİYE, 8 Temmuz 2024
HATİPOĞLU ABDUSSAMET,YAZICI İBRAHİM,BAŞARAN MEHMET,YAZICI MEHMET AKİF,DURAK ATA LÜTFİYE
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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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A novel machine learning method for the design optimization of diamond waveguides fabricated by femtosecond laser writing
Optics Communications, Vol. 570, Kasım 2024, ISSN: 0030-4018
İNCE FAİK DERYA,MOROVA YAĞIZ,ÖZEL TUĞRUL,SENNAROĞLU ALPHAN
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Leveraging Machine Learning for Song and Artist Success Prediction: A Multimodal Approach
INFUS 2025, İSTANBUL/TÜRKİYE, Vol. 1530, 29 Temmuz 2025, s. 491-498
DEMIREL OZAN,KAYA TOLGA
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A Scientific Machine Learning Approach for Autonomous Maneuver Decision in Air Combat
2025 AIAA DATC/IEEE 44th Digital Avionics Systems Conference (DASC), Montreal, QC/KANADA, 14 Eylül 2025
KELES EMİRHAN,BALOGLU IBRAHİM ENES,CEBE EMİRHAN,BAYKAL YASİN,İNALHAN GÖKHAN,BAŞPINAR BARIŞ
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Machine Learning Based Radar Cross-Section Clustering Towards Enhanced Situational Awareness for Next-Generation Fighter Aircraft
2024 AIAA DATC/IEEE 43rd Digital Avionics Systems Conference (DASC), San Diego, CA/AMERİKA BİRLEŞİK DEVLETLERİ, 29 Eylül 2024
OZDEMİR MUSTAFA RASİT,KUCUK AHMET FARUK,İNALHAN GÖKHAN,BAŞPINAR BARIŞ,ERTEKİN BOLELLİ ŞEYDA
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