Comparative analysis of XGBoost and LightGBM methods for day ahead spot natural gas price forecasting
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
DOĞUKAN ŞAHİN
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Short-term wind power generation forecasting by coupling numerical weather prediction models and machine learning algorithms
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
CEM ÖZEN
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Investigating effects of better soil moisture initialization on forecasting capability with WRF model
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
ŞULE HALİLOĞLU
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Short-term forecasting of wind power production using machine learning and deep learning methods
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
FEYRUZ AKSOY
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A geodetic study of the 23 October 2011 Van, Turkey earthquake
TECTONOPHYSICS, Vol. 588, Mart 2013, s. 118-134, ISSN: 0040-1951
ALTINER YÜKSEL,SÖHNE WOLFGANG,GÜNEY CANER,PERLT JAMES,WANG RONGJİANG,MUZLİ MUZLİ
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Sales Forecasting for a Turkish Paint Producer Artificial Intelligence Based Methods versus Multiple Liner Regression
the 8th International FLINS Conference on Applied Artificial Intelligence, 21 Eylül 2008, s. 49-54
ÜSTÜNDAĞ ALP,ÇEVİKCAN EMRE,KILINÇ SERDAR
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A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment
Neural Computing and Applications, Vol. 34, No. 1, Ocak 2022, s. 783-812, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Comment on “Comparison of the Ability of ARIMA, WNN and SVM Models for Drought Forecasting in the Sanjiang Plain, China” by Yuhu Zhang, Huirong Yang, Hengjian Cui, and Qiuhua Chen, in Natural Resources Research DOI: 10.1007/s11053-019-09512-6
Natural Resources Research, Vol. 29, No. 2, Nisan 2020, s. 1465-1467, ISSN: 1520-7439
BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER
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Fuzzy Rule Based Demand Forecasting for Dynamic Pricing
10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making, İstanbul/TÜRKİYE, 26 Ağustos 2012
COSGUN OZLEM, EKİNCİ YELİZ, UGURLU SEDA
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Forecasting the return of products in closed loop supply chain The Case of WEEE in Turkey
4th International Conference on Risk Analysis and Crisis Reponse, İstanbul/TÜRKİYE, 27 Ağustos 2013
UGURLU SEDA
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A new 2-additive Choquet integral based approach to qualitative cross-impact analysis considering interaction effects
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, Vol. 158, No. null, Eylül 2020, ISSN: 0040-1625
KADAİFÇİ YANMAZ ÇİĞDEM,ASAN UMUT,BOZDAĞ CAFER ERHAN
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Qualitative cross impact analysis with time consideration
Technological Forecasting and Social Change, Vol. 74, No. 5, Haziran 2007, s. 627-644, ISSN: 00401625
SERDAR ASAN ŞEYDA,ASAN UMUT
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Performance Evaluation of the Short Term Forecasting GHI by WRF in Turkey
COST WIRE Status Workshop, Budapeşte/MACARİSTAN, 10 Ekim 2013
TANRIÖVER ŞEYDA,KAHRAMAN ABDULLAH,İNCECİK SALAHATTİN,KAHYA CEYHAN,TOPÇU HATİCE SEMA,AKSOY BÜLENT
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Parameter optimization for differential equations in asset price forecasting
Optimization Methods and Software, Vol. 23, No. 4, Ağustos 2008, s. 551-574, ISSN: 1055-6788
DURAN AHMET,CAGİNALP GUNDUZ
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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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An Artificial Neural Network Model for Price Forecasting of the Highway Transportation
11th International Conference on Industrial Engineering and Industrial Management, 5 Temmuz 2017
BUDAK AYŞENUR,ÜSTÜNDAĞ ALP,GÜLOĞLU BÜLENT
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Data Mining Application for Blood Consumption Forecasting in a Private Hospital
20th Conference of the International Federation of Operational Research Society, Barselona/İSPANYA, 13 Temmuz 2014, s. 67
KARADAYI SALİHA,TANRIVERDİ AYDIN
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Qualitative cross impact analysis with time consideration
Technological Forecasting and Social Change, Vol. 74, No. 5, Haziran 2007, s. 627-644, ISSN: 00401625
SERDAR ASAN ŞEYDA,ASAN UMUT
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Forecasting COVID-19 impact on RWI/ISL container throughput index by using SARIMA models
Maritime Policy and Management, Vol. 48, Ocak 2021, s. 1096-1108, ISSN: 14645254 03088839
KOYUNCU KAAN, TAVACIOĞLU LEYLA, GÖKMEN NESLİHAN, ARICAN UMUT ÇELEN
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Operational evaluation of the Mediterranean Monitoring and Forecasting Centre products implementation and results
Ocean Science Discussions, Vol. 9, No. 2, Ocak 2012, s. 1813-1851, ISSN: 1812-0822
TONANİ MARİNA,ÖZSOY EMİN,ET AL
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