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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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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Investigation of Influential Parameters on Energy Dissipation Capacity of RC Shear Walls Based on Machine Learning Methods
6th International Earthquake Engineering and Seismology Conference – 6ICEES, Kocaeli/TÜRKİYE, 13 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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Prediction of Air Pollution by Machine Learning Methods
3rd International UNIDOKAP Black Sea Symposium Sustainable Agriculture and Environment, Tokat/TÜRKİYE, 21 Haziran 2019
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, KARTAL ELİF, ÖZGER MEHMET
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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-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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Energy, exergy and emission performance prediction of the hydrogen-fueled scimitar engine with machine learning methods
11th Global Conference on Global Warming (GCGW-2023), İstanbul/TÜRKİYE, 14 Haziran 2023, s. 260-263
TANBAY TAYFUN, DURMAYAZ AHMET
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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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Emotion Recognition via Galvanic Skin Response: Comparison of Machine Learning Algorithms and Feature Extraction Methods
ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, Vol. 17, No. 1, Ocak 2017, s. 3129-3136, ISSN: 1303-0914
AYATA DEĞER,YASLAN YUSUF,KAMAŞAK MUSTAFA ERSEL
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Development of multi-model ensembles using tree-based machine learning methods to assess the future renewable energy potential: case of the East Thrace, Turkey
Environmental Science and Pollution Research, Temmuz 2023, ISSN: 1614-7499
GÜVEN DENİZHAN
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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, Ocak 2022, s. 123-142, ISSN: 1758-2083
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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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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Prediction of the Electricity Consumption of Turkey by Using Machine Learning Methods
INTERNATIONAL CONGRESS OF ENERGY ECONOMY AND SECURITY (ENSCON, 2018), İstanbul/TÜRKİYE, 21 Nisan 2018
BAŞAKIN EYYUP ENSAR, SARI SALİM SERCAN, EKMEKCİOĞLU ÖMER
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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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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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National Basketball Association Player Salary Prediction Using Supervised Machine Learning Methods
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 189-196
OZBALTA EMIRHAN, YAVUZ MUCAHIT, KAYA TOLGA
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Stock Price Prediction of Turkish Banks Using Machine Learning Methods
Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, INFUS 2021, İzmir/TÜRKİYE, Vol. 308, 24 Ağustos 2021, s. 222-229
EGÜZ BORA, ÇORBACI FIRAT ERSİN, KAYA TOLGA
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Investigation of Influential Parameters on Energy Dissipation Capacity of RC Shear Walls Based on Machine Learning Methods
6th International Earthquake Engineering and Seismology Conference – 6ICEES, Kocaeli/TÜRKİYE, 13 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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