Grey Forecasting Models Optimized by Firefly Algorithm for Natural Gas Consumption Prediction in Turkey
18th International Conference on Environmental Science and Technology (CEST), Athens/YUNANİSTAN, 30 Ağustos 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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RETAIL DEMAND FORECASTING IN CLOTHING INDUSTRY
Tekstil ve Konfeksiyon, Vol. 25, No. 2, Ocak 2015, s. 174-180, ISSN: 1300-3356
KALAOĞLU ALTAN ÖZLEM İPEK, AKYÜZ ELİF SADA, ECEMİŞ SEBAHAT, ERYÜRÜK SELİN HANİFE, KALAOĞLU FATMA
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Mayıs 2023, s. 1-11, ISSN: https://doi.org/10.1017/eds.2023.24
ÜNAL ALPER, ASAN BUSRA, SEZEN ISMAİL, YESİLKAYNAK BUGRA, AYDİN YUSUF, ILICAK MEHMET, ÜNAL GÖZDE
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Investigating the Combined Use of Enrichment Factor and Weather Research and Forecasting (WRF) Modelling for Precipitation Sample Source Identification: A Case Study in North Carolina, USA
Archives of Environmental Contamination and Toxicology, Vol. 81, Ocak 2021, s. 182-188, ISSN: 0090-4341
YAVUZ ELİF, KUZU SADULLAH LEVENT, KANAT GÜRDAL, VARDAR NEDİM
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An Extreme Gradient Boosting Model Optimized with Genetic Algorithm for Sales Forecasting of Retail Stores
the International Symposium of Production Research 2023 (ISPR2023), Antalya/TÜRKİYE, 5 Ekim 2023, s. 59-67
KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE, TURHAN İLHAN, SOYSAL ADİL, ÖZCAN TUNCAY
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Hotel Sales Forecasting with LSTM and N-BEATS
2023 8th International Conference on Computer Science and Engineering (UBMK), 13 Eylül 2023
ÖZÇELİK ŞUAYB TALHA, TEK FAİK BORAY, ŞEKERCİ ERDAL
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A Dynamic Feature Selection Technique for the Stock Price Forecasting
INFUS 2023, 22 Ağustos 2023
SİVRİ MAHMUT SAMİ, GÜLTEKİN AHMET BERKAY, ÜSTÜNDAĞ ALP, BEYCA ÖMER FARUK, GÜRCAN ÖMER FARUK, ARI EMRE
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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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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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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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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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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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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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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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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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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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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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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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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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Recurrent Neural Networks Based Wind Speed Forecasting Models: A Case Study of Yalova
Journal of Intelligent Systems: Theory and Applications, Vol. 5, Ocak 2022, ISSN: 2651-3927
KİRİŞ ZELİHA NUR, BEYCA ÖMER FARUK, KOSANOĞLU FUAT
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