Integration Modes Between MCDM Methods and Machine Learning Algorithms: A Structured Approach for Framework Development
MATHEMATICS, Vol. 14, No. 1, Ocak 2026, ISSN: 2227-7390
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A framework proposal for machine learning-driven agent-based models through a case study analysis
SIMULATION MODELLING PRACTICE AND THEORY, Vol. 123, Ocak 2023, s. 20, ISSN: 1569-190X
TURGUT YAKUP, BOZDAĞ CAFER ERHAN
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Machine learning-based predictive models for equivalent damping ratio of RC shear walls
BULLETIN OF EARTHQUAKE ENGINEERING, Vol. 21, No. 1, Ocak 2023, ISSN: 1570-761X
SÜTCÜ FATİH,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP
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Machine learning-based estimation of energy dissipation capacity of RC shear walls
STRUCTURES, Vol. 45, Kasım 2022, s. 10, ISSN: 2352-0124
TOPALOGLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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Machine learning-integrated nonlinear modeling of ductile reinforced concrete shear walls
JOURNAL OF BUILDING ENGINEERING, Vol. 118, No. 114820, Ocak 2026, ISSN: 2352-7102
TAHAEİ YAGHOUBİ SİAMAK,DEĞER ZEYNEP,WALLACE JOHN
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INCREASING THE EFFICIENCY OF EMG SIGNALS BY USING MACHINE LEARNING ALGORITHMS
10th International Conference on Image Processing, Wavelet and Applications (IWW2019), Kocaeli/TÜRKİYE, 18 Ekim 2019
PARLAK EMRE,ÖZER ÇAĞDAŞ,TAKAOĞLU MUSTAFA
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Machine learning approach to ship fuel consumption: A case of container vessel
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, Vol. 84, Temmuz 2020, ISSN: 1361-9209
UYANIK TAYFUN,KARATUĞ ÇAĞLAR,ARSLANOĞLU YASİN
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Analysing the Determinants of Surface Solar Radiation with Tree-Based Machine Learning Methods: Case of Istanbul
Pure and Applied Geophysics, Nisan 2024, ISSN: 0033-4553
GÜVEN DENİZHAN
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Machine-Learning-Based Classification of Urban Voids: Case Study of “Balat and Fener, Istanbul, Turkey”
SPACE International Journal of Conference Proceedings, Vol. 3, No. 1, Temmuz 2023, s. 17-24, ISSN: 2977-814X
SAMADİ MOJTABA, AKÇAY KAVAKOĞLU AYŞEGÜL
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Machine learning tree trimming for faster Markov reward game solutions
Journal of Computational Science, Vol. 92, Aralık 2025, s. 102726, ISSN: 1877-7503
İZGİ BURHANEDDİN,ÖZKAYA MURAT,ÜRE NAZIM KEMAL,PERC MATJAZ
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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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Enhancing RFI management in construction through machine learning-driven predictive models
Smart and Sustainable Built Environment, Eylül 2025, ISSN: 2046-6099
YILMAZ NEZİHA,ERGEN PEHLEVAN ESİN,ÇITIPITIOĞLU AHMET MUHTAR
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Prediction of Solar Radiation for power generation using Machine Learning approaches for renewable energy planning in Turkiye
ICDAMS25, Konya/TÜRKİYE, 29 Ağustos 2025
TAYLAN OSMAN,GÖLEÇ ADEM,KOCAK AYBUKE
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Estimation of Wheat Yield Based on Precipitation and Evapotranspiration Using Soft Computing Methods. Computer Vision and Machine Learning in Agriculture, Volume 2
2022, s. 1-24, Springer
ALTUNKAYNAK ABDÜSSELAM, BAŞAKIN EYYUP ENSAR
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Machine learning-based estimation of energy dissipation capacity of RC shear walls
Elsevier BV, Vol. 45, Ocak 2022, ISSN: 2352-0124
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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Explainable AI for Earth observation: current methods, open challenges, and opportunities Advances in Machine Learning and Image Analysis for GeoAI
2024, ScienceDirect
TAŞKIN KAYA GÜLŞEN,APTOULA ERCHAN,ERTÜRK ALP
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DETECTION OF SHALLOW WATER AREA WITH MACHINE LEARNING ALGORITHMS
ISPRS Geospatial Week, 10 Haziran 2019
YAGMUR NUR,MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN
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Meta continual learning on graphs with experience replay
Transactions on Machine Learning Research, Ocak 2024, ISSN: 2835-8856
ÜNAL ALTAY,AKGÜL ABDULLAH,KANDEMİR MELİH,ÜNAL GÖZDE
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Efficient Incorporation of Flow Into Visual Motion Estimation in Tracking Machine Learning and Robot Perception
2005, s. 167-202, Springer
ÜNAL GÖZDE,ANTHONY YEZZİ,HAMİD KRİM
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Recent Hybrid Machine Learning Approaches in Wind Speed Forecasting—A Review
Journal of Economic Surveys, Temmuz 2025, ISSN: 0950-0804
KAHVECİ UĞUR BERKAY,BARUTÇU BURAK
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