Calorific value prediction of coal and its optimization by machine learning based on limited samples in a wide range
Energy, Vol. 277, Ağustos 2023, s. 127666, ISSN: 0360-5442
BÜYÜKKANBER KAAN, AÇMA HANZADE, YAMAN SERDAR
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Calorific value prediction of coal and its optimization by machine learning based on limited samples in a wide range
Elsevier BV, Vol. 277, Ağustos 2023, ISSN: 0360-5442
BÜYÜKKANBER KAAN, AÇMA HANZADE, YAMAN SERDAR
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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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Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
Urban Water Journal, Vol. 19, Ekim 2022, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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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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Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
ENTROPY, Vol. 24, No. 11, Ocak 2022, s. 1678, ISSN: 1099-4300
YÜCEL MERİÇ, BAGIS SERDAR, SERTBAŞ AHMET, SARIKAYA MEHMET, ÜSTÜNDAĞ BURAK BERK
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Machine Learning based Regression Model for Prediction of Soil Surface Humidity over Moderately Vegetated Fields
2019 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), 16 Temmuz 2019
ACAR EMRULLAH,ÖZERDEM MEHMET SİRAÇ,ÜSTÜNDAĞ BURAK BERK
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Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning
2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023, Wuhan/ÇİN HALK CUMHURİYETİ, 25 Temmuz 2023
AKTAŞ AYDA FITRIYE, ÜSTÜNDAĞ BURAK BERK
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Penetration rate prediction in heterogeneous formations: A geomechanical approach through machine learning
Journal of Petroleum Science and Engineering, Vol. 207, Haziran 2021, ISSN: 0920-4105
KOR KORHAN, ERTEKİN BOLELLİ ŞEYDA, YAMANLAR ŞENOL, ALTUN GÜRŞAT
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Machine learning-based predictive models for equivalent damping ratio of RC shear walls
Springer Science and Business Media LLC, Vol. 21, Ocak 2023, ISSN: 1570-761X
YAGHOUBI SHARAREH, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
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COMPARISON OF OBJECT BASED MACHINE LEARNING CLASSIFICATIONS OF PLANETSCOPE AND WORLDVIEW-3 SATELLITE IMAGES FOR LANDUSE / COVER
ISPRS Geospatial Week, 10 Haziran 2019
TUZCU AYLİN,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE
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An earthquake damage identification approach from VHR image using mathematical morphology and machine learning
Springer Science and Business Media LLC, Vol. 34, Haziran 2022, ISSN: 0941-0643
ALATAŞ ENES OĞUZHAN, TAŞKIN KAYA GÜLŞEN
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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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Paddy Rice Phenology Classification Based on Machine Learning Methods Using Multitemporal Co Polar X Band SAR Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 6, Haziran 2016, s. 2509-2519, ISSN: 1939-1404
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
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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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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
Informa UK Limited, Vol. 17, Nisan 2023, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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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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Area Estimation and Yield Forecasting of Wheat in Southeastern Turkey Using a Machine Learning Approach
Journal of the Indian Society of Remote Sensing, Vol. 48, No. 12, Aralık 2020, s. 1757-1766, ISSN: 0255-660X
VANLI ÖMER, AHMAD ISHFAQ, ÜSTÜNDAĞ BURAK BERK
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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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Analysing the determinants of the Turkish household electricity consumption using gradient boosting regression tree
Energy for Sustainable Development, Vol. 77, Aralık 2023, ISSN: 0973-0826
GÜVEN DENİZHAN, KAYALICA MEHMET ÖZGÜR
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