A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment
NEURAL COMPUTING & APPLICATIONS, Vol. 34, No. 1, Ocak 2022, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Forecasting contamination in an ecosystem based on a network model
Springer Science and Business Media LLC, Vol. 195, Nisan 2023, ISSN: 0167-6369
SARI MURAT, YALÇIN İBRAHİM ERTUĞRUL, TANER MAHMUT, COŞGUN TAHİR, ÖZYİĞİT İBRAHİM İLKER
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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A LONG SHORT TERM MEMORY APPLICATION ON THE TURKISH INTRADAY ELECTRICITY PRICE FORECASTING
4th Global Business Research Congress, İstanbul/TÜRKİYE, Vol. 7, No. 1, 24 Mayıs 2018, s. 126-130
YORULMUŞ MUHAMMED HAKAN,UĞURLU UMUT,TAŞ OKTAY
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The Financial Effect of the Electricity Price Forecasts’ Inaccuracy on a Hydro-Based Generation Company
ENERGIES, Vol. 11, No. 8, Ağustos 2018, ISSN: 1996-1073
UĞURLU UMUT,KAYA AYCAN,TAŞ OKTAY,ÖKSÜZ İLKAY
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The Financial Effect of the Electricity Price Forecasts’ Inaccuracy on a Hydro-Based Generation Company
ENERGIES, Vol. 11, No. 8, Ağustos 2018, s. 2093, ISSN: 1996-1073
UĞURLU UMUT,TAŞ OKTAY,KAYA AYCAN,ÖKSÜZ İLKAY
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Performance of Electricity Price Forecasting Models: Evidence from Turkey
Emerging Markets Finance and Trade, Vol. 54, No. 8, Ocak 2018, s. 1720-1739, ISSN: 1540-496X
UĞURLU UMUT,TAŞ OKTAY,GÜNDÜZ UMUT
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Electricity Price Forecasting Using Recurrent Neural Networks
Energies, Vol. 11, No. 5, Mayıs 2018, s. 1255, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
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Data-driven ship berthing forecasting for cold ironing in maritime transportation
APPLIED ENERGY, Vol. 326, Kasım 2022, ISSN: 0306-2619
ABU BAKAR NUR NAJİHAH, BAZMOHAMMADİ NAJMEH, ÇİMEN HALİL, UYANIK TAYFUN, VAZQUEZ JUAN C., GUERRERO JOSEP M.
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Forecasting Land Cover Growth Using Remotely Sensed Data A Case Study of the Igneada Protection Area in Turkey
Environmental Monitoring and Assessment, Vol. 59, No. 187, 2015
BOZKAYA ALİYE GONCA,BEKTAŞ BALÇIK FİLİZ,GÖKSEL ÇİĞDEM,EŞBAH TUNÇAY HAYRİYE
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Forecasting Quality of Service for Next-Generation Data-Driven WiFi6 Campus Networks
IEEE Transactions on Network and Service Management, Vol. 18, No. 4, Ocak 2021, s. 4744-4755, ISSN: 1932-4537
AK ELİF, CANBERK 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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A Forecasting Approach for Truckload Spot Market Pricing
TRANSPORTATION RESEARCH PART A, Vol. 97, 2017, s. 55-68
BUDAK AYŞENUR,ÜSTÜNDAĞ ALP,GÜLOĞLU BÜLENT
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Assessing the Feasibility of Integrating Renewable Energy: Decision Tree Analysis for Parameter Evaluation and LSTM Forecasting for Solar and Wind Power Generation in a Campus Microgrid
IEEE Access, No. 11, Ekim 2023, s. 124690-124708, ISSN: 2169-3536
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
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Integrating autoencoder and decision tree models for enhanced energy consumption forecasting in microgrids: A meteorological data-driven approach in Djibouti
Results in Engineering, Vol. -1, Ekim 2024, ISSN: 25901230
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
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A Combined Seasonal ARIMA and ANN Model for Improved Results in Electricity Spot Price Forecasting: Case Study in Turkey
PORTLAND INTERNATIONAL CONFERENCE ON MANAGEMENT OF ENGINEERING AND TECHNOLOGY (PICMET 2016): TECHNOLOGY MANAGEMENT FOR SOCIAL INNOVATION, Ocak 2016, s. 2681-2690, ISSN: 2159-5100
ÖZÖZEN AVNİ, KAYAKUTLU GÜLGÜN, KAYALICA MEHMET ÖZGÜR, KETTERER MARCEL
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A Combined Seasonal ARIMA and ANN Model for Improved Results in Electricity Spot Price Forecasting Case Study in Turkey
PICMET ’xx16, 4 Eylül 2016
ÖZÖZEN AVNİ,KAYAKUTLU GÜLGÜN,KETTERER MARCEL,KAYALICA MEHMET ÖZGÜR
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Load Forecasting Using Multivariate Adaptive Regression Splines for Turkish Electricity System
28th European Conference on Operational Research (EURO 2016), POZNAN/POLONYA, 3 Temmuz 2016
NALÇACI GAMZE, ÖZMEN AYŞE, WEBER GERHARD WİEHELM, GÜL ÖMER MELİH
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Markov Chain Incorporated Artificial Neural Network Models for Forecasting Monthly Precipitation in Arid Regions
Arabian Journal for Science and Engineering, Vol. 39, No. 4, Nisan 2014, s. 2513-2524, ISSN: 1319-8025
DAHAMSHEH AHMAD,AKSOY HAFZÜLLAH
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Markov chain-incorporated and synthetic data-supported conditional artificial neural network models for forecasting monthly precipitation in arid regions
JOURNAL OF HYDROLOGY, Vol. 562, Temmuz 2018, s. 758-779, ISSN: 0022-1694
AKSOY HAFZÜLLAH,DAHAMSHEH AHMAD
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