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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
Elif Kartal Özgün Makale
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
Furkan Çalım Tam metin bildiri
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
Osman Taylan Özgün Makale
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
Alper Ünal Özgün Makale emisyon
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
Elif Sertel Özgün Makale
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
Fatih Terzi Özgün Makale
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
Mustafa Kumral Özgün Makale
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
Adem Tekin Özgün Makale
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
Volkan Sezer Özgün Makale
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
Muhammed Enes Atik Tam metin bildiri
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
Osman Taylan Özgün Makale
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
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
Burak Barutçu Özgün Makale Öngörü
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
Furkan Çalım Tam metin bildiri
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
Lütfiye Durak Ata Tam metin bildiri
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
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
Yağız Morova Özgün Makale
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
Tolga Kaya Tam metin bildiri
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
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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