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Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
Forecasting Electricity Generation and Shares by Energy Resources by Time Series Analysis: A Case-Study of Turkey
ISPR 2020, İstanbul/TÜRKİYE, 24 Eylül 2020, s. 115, ISSN: 21954364 21954356
KONYALIOĞLU AZİZ KEMAL,ÇELİK NURİ
Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
Efficient Data Usage for Neural-Network based Electricity Price Forecasting
40th International Symposium on Forecasting 2020, 25 Ekim 2020
GÜNDÜZ SALİH, UĞURLU UMUT, ÖKSÜZ İLKAY
İlkay Öksüz Özet Bildiri
Electricity consumption forecasting of turkey usingrecurrent neural networks
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2020
FATEMEH GANDOMI TAJRAQ
Sefer Baday Tez Yüksek Lisans Tamamlandı
A comparatıve analysıs of LSTM and XGBoost methods for day ahead electrıcıty prıce forecastıng
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2020
CAHİT URAL KÜKNER
Ahmet Durmayaz Tez Yüksek Lisans Tamamlandı
Essays on electricity price modeling and forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
UMUT UĞURLU
Oktay Taş Tez Doktora Tamamlandı
Electricity consumption forecasting with artifical neural network for fast-moving consumer goods sector
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
GÜLFEM YEŞİL
Hür Bersam Bolat Tez Yüksek Lisans Tamamlandı
Short term electrıcıty consumptıon forecastıng usıng long short-term memory cells
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2019
ANIL TÜRKÜNOĞLU
Burak Barutçu Tez Yüksek Lisans Tamamlandı
Recurrent neural network based approaches for electricity consumption forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
ALPER TOKGÖZ
Gözde Ünal Tez Yüksek Lisans Tamamlandı
Forecasting electricity prices in Turkey: A comparison of classical econometrics and machine learning techniques
Sosyal Bilimler Enstitüsü, İstanbul Teknik Üniversitesi, 2018
YUNUS EMRE KARAGÜLLE
Bülent Güloğlu Tez Yüksek Lisans Tamamlandı
An Analysis of a Cement Factory s Electricity Consumption Demand Forecasting Based on Grey 1 1 and Fuzzy Time Series
IIE Conference of The Global Reach of Industrial Engineering Conference, İstanbul/TÜRKİYE, 26 Haziran 2013, s. 60
BOLTURK EDA, OZTAYSİ BASAR
Başar Öztayşi Özet Bildiri
Electricity Consumption Forecasting Using Fuzzy Time Series
13th International Symp. on comp. Intelligence and Informatics, 20 Aralık 2012, s. 245-249
BOLTURK EDA, OZTAYSİ BASAR, SARI IREM UCAL
Başar Öztayşi Tam metin bildiri
Comparision of Artificial Neural Network and Multiple Regression Models For Long Term Electricity Demand Forecasting
19th International Energy and Environment Fair and Conference, 24 Nisan 2013, s. 45-48
BOLTURK EDA, OZTAYSİ BASAR
Başar Öztayşi Tam metin bildiri
Risk assessment due to electricity demand forecasting under uncertainty Istanbul Turkey 27 29 August 2013 pp 717 725
Intelligent Systems and Decision Making for Risk Analysis and Crisis Response: Proceedings of the 4th International Conference on Risk Analysis and Crisis Response, İstanbul/TÜRKİYE, 27 Ağustos 2013
BOLTURK EDA, OZTAYSİ BASAR
Başar Öztayşi Tam metin bildiri
Electricity consumption forecasting using fuzzy time series
. IEEE 13th International Symposium on Computational Intelligence and Informatics (CINTI), 20 Kasım 2012, s. 245-249
BOLTÜRK EDA,ÖZTAYŞİ BAŞAR,UÇAL SARI İREM
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
Oktay Taş Özgün Makale
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
Oktay Taş Özgün Makale
A LONG SHORT TERM MEMORY APPLICATION ON THE TURKISH INTRADAY ELECTRICITY PRICE FORECASTING
4th Global Business Research Congress, Vol. 7, No. 1, 24 Mayıs 2018, s. 126-130
YORULMUŞ MUHAMMED HAKAN,UĞURLU UMUT,TAŞ OKTAY
Oktay Taş Tam metin bildiri
A combined seasonal ARIMA and ANN model for improved results in electricity spot price forecasting Case study in Turkey
2016 Portland International Conference on Management of Engineering and Technology (PICMET), 4 Eylül 2016
AVNİ ÖZÖZEN,MARCEL KETTERER,KAYAKUTLU GÜLGÜN,KAYALİCA MEHMET ÖZGÜR
Gülgün Kayakutlu Tam metin bildiri

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