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 2022, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, AKATAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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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
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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Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
Urban Water Journal, Vol. 19, No. 10, Ekim 2022, s. 1093-1108, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Accident prediction in construction using hybrid wavelet-machine learning
Automation in Construction, Vol. 133, Ocak 2022, s. 103987-103987, ISSN: 0926-5805
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Coupling Different Machine Learning and Meta-Heuristic Optimization Techniques to Generate the Snow Avalanche Susceptibility Map in the French Alps
Water, Vol. 16, Kasım 2024, ISSN: 2073-4441
KAYHAN ENES CAN,EKMEKCİOĞLU ÖMER
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Integrating Feature Engineering, Genetic Algorithm and Tree-Based Machine Learning Methods to Predict the Post-Accident Disability Status of Construction Workers
Automation in Construction, Vol. 131, Kasım 2021, s. 103896-103896, ISSN: 0926-5805
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Predicting Cost Impacts of Nonconformances in Construction Projects Using Interpretable Machine Learning
Journal of Construction Engineering and Management, Vol. 150, No. 1, Ekim 2023, ISSN: 0733-9364
KOÇ KERİM, BUDAYAN CENK, EKMEKCİOĞLU ÖMER, TOKDEMİR ONUR BEHZAT
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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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Air Pollution Forecasting for Ankara with Machine Learning Method
9th International Symposium on Atmospheric Sciences, ATMOS-2019, 23 Ekim 2019
ÜNAL ZEYNEP FERİHA,DİNÇ UMUR,ÖZEN CEM,TOROS HÜSEYİN
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Using Machine Learning Techniques to Detect Unpaid Credit Card Customers
JOURNAL OF INTELLIGENT amp FUZZY SYSTEMS, Vol. 39, No. 5, Kasım 2020, s. 6073-6087, ISSN: 1064-1246
YONTAR MELTEM, NAMLI ÖZGE HÜSNİYE, UĞURLU SEDA
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Exploiting Sparsity Recovery for Compressive Spectrum Sensing: A Machine Learning Approach
IEEE Access, Vol. 7, Ocak 2019, s. 126098-126110, ISSN: 2169-3536
NAZZAL MAHMOUD,EKTİ ALİ RIZA,GÖRÇİN ALİ,ARSLAN HÜSEYİN
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Machine Learning-Based Mean Skin Friction Coefficient Prediction over a Flat Plate under Transition Flow Regime
III. International Graduate Research Symposium (IGRS’2024), 15 Mayıs 2024
YERLİTAŞ EDA NUR,SUBAŞI ABDUSSAMET
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A Hybrid Risk Evaluation Model for Automotive Production
International Journal of Machine Learning and Computing, Vol. 4, No. 5, Ekim 2014, s. 458-462
TURGUT MEHMET,ÜSTÜNDAĞ ALP
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Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis
Journal of Multiple-Valued Logic and Soft Computing, Eylül 2022, ISSN: 15423980
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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A machine-learning model driven by geometry, material and structural performance data in architectural design process
38. eCAADe (Education and Research in Computer Aided Architectural Design in Europe) Online Conference, Berlin/ALMANYA, Vol. 1, No. 1, 16 Eylül 2020, s. 411-418
YAZICI SEVİL
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A novel energy saving and power production system performance analysis in marine power plant using waste heat
The Eighth International Conference on Machine Learning and Application, No. 1, 13 Aralık 2009, s. 15
DURMUŞOĞLU YALÇIN,SATIR TANZER,DENİZ CENGİZ,KILIÇ ALPER
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A novel method for SOC estimation of Li-ion batteries using a hybrid machine learning technique
TURKISH JOURNAL OF ELECTRICAL ENGINEERING COMPUTER SCIENCES, Vol. 29, Ocak 2021, s. 18-31, ISSN: 1303-6203
İPEK EYMEN,YILMAZ MURAT
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