A RNN based time series approach for forecasting turkish electricity load
2018 26th Signal Processing and Communications Applications Conference (SIU), Izmir/TÜRKİYE, 2 Mayıs 2018
TOKGÖZ ALPER,ÜNAL GÖZDE
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Market-Clearing Price Forecasting Using Keras in Turkish Day-Ahead Electricity Market
2022 IEEE 4TH GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE (IEEE GPECOM2022), Nevsehir/TÜRKİYE, 14 Haziran 2022
PÜRLÜ MİKAİL, TÜRKAY BELGİN, ANDİÇ CENK, AYDIN ESRA, CANOL BİLAL, KÜÇÜKARSLAN BURAK, KÜÇÜKARSLAN BURAK
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Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting
Measurement, Vol. 103, Haziran 2017, s. 52-61, ISSN: 02632241
YASLAN YUSUF,BİCAN BAHADIR
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Predicting customer churn using grey wolf optimization-based support vector machine with principal component analysis
Journal of Forecasting, Vol. 42, No. 6, Eylül 2023, s. 1329-1340, ISSN: 1099-131X
DURKAYA BETÜL, ÖZCAN TUNCAY
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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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A Short Term Wind Energy Prediction System for Turkey (SWEPS)
EWEA Wind Power Forecasting Technology Workshop, 3 Aralık 2013
MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR, İNCECİK SELAHATTİN, TAN ELÇİN, BARUTÇU BURAK, ÖNOL BARIŞ, ÜNAL EMEL, EFE BAHTİYAR, TOPÇU HATİCE SEMA, RÜSTEMOĞLU SEVİNÇ, ÖZDEMİR EMRAH TUNCAY, BORHAN YUNUS
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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, Ağustos 2022, s. 783-812, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Deep learning-based cyber resilient dynamic line rating forecasting
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, Vol. 142, Kasım 2022, s. 1-16, ISSN: 0142-0615
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, GENÇ VEYSEL MURAT İSTEMİHAN, ŞEKER ŞAHİN SERHAT, MOHAMMADI-IVATLOO BEHNAM
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Assessing the Performance of AES RuzgarSIM and Windsim Models in Short-Term Wind Power Forecasting in Manisa, Turkey.
6th Atmospheric Science Symposium, 24 Nisan 2013
ÜNAL EMEL,TAN ELÇİN,MENTEŞ ŞÜKRAN SİBEL,ÜNAL YURDANUR,EFE BAHTİYAR,İNCECİK SELAHATTİN,ÖNOL BARIŞ,EVREN ÖNER,ANBARCI KEREM,TOPÇU HATİCE SEMA,GÖKTEPE NUR,MERT SAYINTA,YILMAZ ERKAN
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Machine Learning Based Approaches for Short Term Sales Forecasting in E-Commerce
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
ALTUNCU MEHMET ARDIL, TAŞTAN MUHAMMED HAMZA, ÖZCAN TUNCAY
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Short Term Load Forecasting Using Machine Learning Algorithms: A Case Study in Turkey
IEEE Global Energy Conference (GEC2022), Vol. 1, No. 1, 26 Ekim 2022, s. 13-18
PÜRLÜ MİKAİL, ANDİÇ CENK, TÜRKAY BELGİN, NOBARİ ALİ
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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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Demand forecasting model using hotel clustering findings for hospitality industry
Information Processing & Management, Vol. 59, Ocak 2022, ISSN: 0306-4573
KAYA KIYMET, YILMAZ YAREN, YASLAN YUSUF, ÖĞÜDÜCÜ ŞULE, ÇINGI FURKAN, ÇINGI FURKAN
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Proposal for a Forecasting Methodology to Predict Commercial Real Estate Values in Istanbul Using Social Big Data
28th Annual European Real Estate Society Conference, Milano/İTALYA, 23 Haziran 2022
TAŞÇILAR MARAL, ARSLANLI KEREM YAVUZ
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Forecasting Automobile Sales in Turkey with Artificial Neural Networks
International Journal of Business Analytics (IJBAN), Vol. 6, No. 4, Ekim 2019, s. 50-60, ISSN: 2334-4547
KAYA AYCAN,KAYA GİZEM,ÇEBİ FERHAN
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Demand forecasting model using hotel clustering findings for hospitality industry
Information Processing & Management, Vol. 59, Ocak 2022, ISSN: 0306-4573
KAYA KIYMET, YILMAZ YAREN, YASLAN YUSUF, ÖĞÜDÜCÜ ŞULE, ÇINGI FURKAN
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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 & APPLICATIONS, Vol. 34, No. 1, Ocak 2022, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Electric load forecasting under False Data Injection Attacks using deep learning
ENERGY REPORTS, Vol. 8, Kasım 2022, s. 9933-9945, ISSN: 2352-4847
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, CHARALAMBOS KONSTANTİNOU, GENÇ VEYSEL MURAT İSTEMİHAN, TAESİC KİM, MOHAMMADI-IVATLOO BEHNAM
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Simulating the Impacts of Wind Farm Wake under the Changes in MYNN Planetary Boundary Layer Scheme in High Resolution Weather Research and Forecasting Model
Atmosphere, Vol. 13, No. 1838, Kasım 2022, s. 1-22, ISSN: 2073-4433
KAYTANCI TARIK, MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR
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Simulating the Impacts of Wind Farm Wake under the Changes in MYNN Planetary Boundary Layer Scheme in High Resolution Weather Research and Forecasting Model
atmosphere, Vol. 13, No. 1838, Kasım 2022, s. 1-21, ISSN: 2073-4433
KAYTANCI TARIK, MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR
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