APPLICATION OF MACHINE LEARNING METHODS FOR PREDICTION OF SEAFARER SAFETY PERCEPTION
University of Buckingham Press, Vol. 164, No. 3, Şubat 2023, s. 269-282, ISSN: 1479-8751
ARSLANOĞLU BİRGÜL, ELİDOLU GİZEM, UYANIK TAYFUN
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Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods
Springer Science and Business Media LLC, Vol. 36, Ekim 2023, ISSN: 0941-0643
KARAKAŞ SEYİDCEM, TAŞKIN KAYA GÜLŞEN, ÜLKER MEHMET BARIŞ CAN
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Assessment of soil salinity using explainable machine learning methods and Landsat 8 images
International Journal of Applied Earth Observation and Geoinformation, Vol. 130, Haziran 2024, ISSN: 1569-8432
AKSOY SAMET,SERTEL ELİF,ROSCHER RİBANA,TANIK AYŞE GÜL,HAMZEHPOUR NIKOU
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Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods
Springer Science and Business Media LLC, Ekim 2023, ISSN: 0941-0643
KARAKAŞ SEYİDCEM, TAŞKIN KAYA GÜLŞEN, ÜLKER MEHMET BARIŞ CAN
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Blockchain-enabled Internet of Things (IoTs) platforms for vehicle sensing and transportation monitoring Machine Learning, Blockchain Technologies and Big Data Analytics for IoTs: Methods, technologies and applications
LONDRA/İNGİLTERE, 2022, s. 351-373, The Institution of Engineering and Technology (IET)
GÜL ÖMER MELİH
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Creation of land use and land cover maps of the Khachmaz-Shabran region of Azerbaijan using machine learning methods
The 6th Intercontinental Geoinformation Days (IGD), 13 Haziran 2023
NARİMAN İMRANLI, TOPALOĞLU RAZİYE HALE, SERTEL ELİF
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Machine learning methods for predicting marine port accidents: a case study in container terminal
Ships and Offshore Structures, Vol. 17, No. 11, Aralık 2021, ISSN: 1744-5302
ATAK ÜSTÜN, ARSLANOĞLU YASİN
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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
THEORETICAL AND APPLIED CLIMATOLOGY, Vol. 151, Kasım 2023, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ALTINBAŞ NİCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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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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Hull cleaning effects on CO2 emissions: estimation with machine learning methods
5th International Mediterranean Science and Engineering Congress (IMSEC 2020), 21 Ekim 2020
ELİDOLU GİZEM, UYANIK TAYFUN, KARABIYIK PINAR, ARSLANOĞLU YASİN
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Investigation of Influential Parameters on Energy Dissipation Capacity of RC Shear Walls Based on Machine Learning Methods
6th International Conference on Earthquake Engineering and Seismology, Kocaeli/TÜRKİYE, 13 Ekim 2021
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, TOPALOGLU BERKAY
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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
Theoretical and Applied Climatology, Ekim 2022, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, ŞAYLAN LEVENT
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Prediction of Load Capacities of Closed-Ended Piles using Boosting Machine Learning Methods
5th International Conference on New Developments in Soil Mechanics and Geotechnical Engineering, Lefkoşa/KUZEY KIBRIS TÜRK CUMHURİYETİ, 30 Haziran 2022
KARAKAŞ SEYİDCEM, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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Determining the water level fluctuations of Lake Van through the integrated machine learning methods
Inderscience Publishers, Vol. 27, Ocak 2022, ISSN: 1758-2083
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ÖZGER MEHMET
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Prediction of Load Capacities of Closed- and Open-Ended Piles using Boosting Machine Learning Methods
5th International Conference on New Developments in Soil Mechanics and Geotechnical Engineering, 24 Haziran 2022
KARAKAŞ SEYİDCEM, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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Simulation of Temperature and Precipitation under the Climate Change Scenarios: Integration of a GCM and Machine Learning Approaches Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering
2016, s. 465-491, IGI-Global
OKKAN UMUT, İNAN GÜL
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Determining the water level fluctuations of Lake Van through the integrated machine learning methods
INTERNATIONAL JOURNAL OF GLOBAL WARMING, Vol. 27, No. 2, Haziran 2022, s. 123-142, ISSN: 1758-2091
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Mass Valuation of Real Estate Using GIS-based Nominal Valuation and Machine Learning Methods
28th Annual Conference of the European Real Estate Society (ERES), Milano/İTALYA, 22 Haziran 2022
METE MUHAMMED OĞUZHAN, YOMRALIOĞLU TAHSİN
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INVESTIGATION OF INFLUENTIAL PARAMETERS ON ENERGY DISSIPATION CAPACITY OF RC SHEAR WALLS BASED ON MACHINE LEARNING METHODS
6. International Earthquake Engineering and Seismology Conference, 3 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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Investigation of Influential Parameters on Energy Dissipation Capacity of RC Shear Walls Based on Machine Learning Methods
6th International Conference on Earthquake Engineering and Seismology, Kocaeli/TÜRKİYE, 13 Ekim 2021
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, TOPALOGLU BERKAY
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