Determination of the Representative Time Horizons for Short term Wind Power Prediction by Using Artificial Neural Networks
Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, Vol. 36, No. 16, Haziran 2014, s. 1800-1809, ISSN: 1556-7036
İZGİ ERCAN,ÖZTOPAL AHMET,DURNA BİHTER,KAYMAK MUSTAFA KEMAL,ŞAHİN AHMET DURAN
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Predicting oil prices: A comparative analysis of machine learning and image recognition algorithms for trend prediction
Finance Research Letters, Vol. 67, Eylül 2024, ISSN: 1544-6123
GÖNCÜ AHMET,KUZUBAŞ TOLGA UMUT,SALTOĞLU VAHAP BURAK
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Prediction of dust particle size effect on efficiency of photovoltaic modules with ANFIS: An experimental study in Aegean region, Turkey
Solar Energy, Vol. 177, Ocak 2019, s. 690-702, ISSN: 0038-092X
ADIGÜZEL ERTUĞRUL, ÖZER EMRE, AKGÜNDOĞDU ABDURRAHİM, ERSOY YILMAZ AYSEL
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Structural and topological guided GCN for link prediction in temporal networks
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, Vol. 14, No. 7, Mayıs 2023, s. 9667-9675, ISSN: 1868-5137
SSERWADDA ABUBAKHARİ, ÖZCAN ALPER, YASLAN YUSUF
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An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms
Informa UK Limited, Vol. 7, Ekim 2023, ISSN: 2573-234X
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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Restructuring anaerobic hydrolysis kinetics in plant-wide models for accurate prediction of biogas production
WATER RESEARCH, Vol. 245, Ocak 2023, s. 120620, ISSN: 0043-1354
ÖZYILDIZ GÖKŞİN, ZENGİN BALCI GÜLSÜM EMEL, GÜVEN DİĞDEM, ÇOKGÖR EMİNE, ÖZDEMİR ÖZGÜR, HAUDUC HELENE, TAKACS IMRE, İNSEL HAYRETTİN GÜÇLÜ
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A novel integrated framework for real-time prediction of transient instabilities in power systems with their severity levels using deep learning
SUSTAINABLE ENERGY GRIDS & NETWORKS, Vol. 36, Ocak 2023, s. 12, ISSN: 2352-4677
KESİCİ MERT, MAHDİ MOHAMMED, YASLAN YUSUF, ŞEKER ŞAHİN SERHAT, GENÇ VEYSEL MURAT İSTEMİHAN
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Generating synthetic data with variational autoencoder to address class imbalance of graph attention network prediction model for construction management
Advanced Engineering Informatics, Vol. 62, Ekim 2024, ISSN: 1474-0346
MOSTOFİ FATEMEH,TOKDEMİR ONUR BEHZAT,TOĞAN VEDAT
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Exploring the Predictability of the Exceptional Heatwave and Atmospheric River Events Over East Antarctica in March 2022 Using the Community Earth System Model (CESM) Subseasonal-to-Seasonal (S2S) Prediction Hindcasts
American Geophysical Union Fall Meeting 2023, San Francisco/AMERİKA BİRLEŞİK DEVLETLERİ, 11 Aralık 2023
TOKER EMİR
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Unlocking Reservoir Potential: Machine Learning-Driven Prediction of Reservoir Properties and Sweet Spots Identification
International Petroleum Technology Conference, Dhahran/SUUDİ ARABİSTAN, 25 Şubat 2024
KHAN MUHAMMAD,BERY ANDY ANDERSON,BASHİR YASİR
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Industrial location and urban macroform prediction model based on cellular automata and multi-criteria decision-making methods (ILAUFM)
Earth Science Informatics, Vol. 17, Nisan 2024, s. 2835-2848, ISSN: 1865-0473
YÜZER MEHMET ALİ,YÜZER AYŞE ŞEBNEM,KURU AZEM,YÜZER MEHMET EMRE
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Prediction of maximum spreading factor after drop impact: Development of a novel semi-analytical model incorporating effect of surface roughness
Colloid and Interface Science Communications, Vol. 41, Ocak 2021, ISSN: 2215-0382
BUDAKLI METE
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The Prediction of Pier Dynamics Using LSTM Deep Learning Network-based SAP2000 Analysis
3rd International Conference on Applied Mathematics in Engineering (ICAME 2024), Balıkesir/TÜRKİYE, 26 Haziran 2024, s. 201
ÇAKMAK RABİA MERVE,BAYINDIR CİHAN,ERBAY ABDULLAH BURAK
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AI-Based Short-Term Precipitation Prediction in Precision Agriculture
2024 12th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Novi Sad/SIRBİSTAN, 15 Temmuz 2024
ŞENTOP MEHMET SELAHADDİN,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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Prediction of seismic performance of coastal and port structures via LSTM-based transfer function retrieval approach
3rd International Conference on Applied Mathematics in Engineering (ICAME 2024), Balıkesir/TÜRKİYE, 26 Haziran 2024, s. 193
ERBAY ABDULLAH BURAK,BAYINDIR CİHAN
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Short mid term solar power prediction by using artificial neural networks
Solar Energy, Vol. 86, No. 2, Şubat 2012, s. 725-733, ISSN: 0038092X
İZGİ ERCAN,ÖZTOPAL AHMET,DURNA BİHTER,KAYMAK MUSTAFA KEMAL,ŞAHİN AHMET DURAN
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Prediction of Heart Disease Using a Hybrid XGBoost-GA Algorithm with Principal Component Analysis: A Real Case Study
International Journal on Artificial Intelligence Tools, Vol. 32, No. 2, Ocak 2023, ISSN: 0218-2130
ÖZCAN TUNCAY, PEKEL ÖZMEN EBRU
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Machine learning-based prediction of seismic failure mode of reinforced concrete structural walls
7th International Conference on Earthquake Engineering and Seismology, Antalya/TÜRKİYE, 6 Kasım 2023
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
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Successive-station monthly streamflow prediction using neuro-wavelet technique
Earth Science Informatics, Vol. 7, No. 4, Aralık 2013, s. 217-229, ISSN: 1865-0473
DANANDEH MEHR ALI,KAHYA ERCAN,BAGHERI FARZANEH,DELİKTAŞ EKİN
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A Data-Driven Approach for Generator Load Prediction in Shipboard Microgrid: The Chemical Tanker Case Study
MDPI AG, Vol. 16, Haziran 2023, ISSN: 1996-1073
UYANIK TAYFUN, ABU BAKAR NUR NAJİHAH, KALENDERLİ ÖZCAN, ARSLANOĞLU YASİN, GUERRERO JOSEP M., LASHAB ABDEREZAK
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