Türkiye's Renewable Energy Outlook: GCM-Based Analysis and Future Projections Using the Extreme Gradient Boosting Algorithm
The General Assembly 2024 of the European Geosciences Union (EGU), Viyana/AVUSTURYA, 14 Nisan 2024
GÜVEN DENİZHAN,ŞEN ÖMER LÜTFİ,KAYALICA MEHMET ÖZGÜR
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Eigen time series modeling: a breakthrough approach to spatio-temporal rainfall forecasting in basins
Neural Computing and Applications, Ocak 2024, ISSN: 0941-0643
KÜLLAHCI KÜBRA,ALTUNKAYNAK ABDÜSSELAM
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Analysing the Determinants of Surface Solar Radiation with Tree-Based Machine Learning Methods: Case of Istanbul
Pure and Applied Geophysics, Nisan 2024, ISSN: 0033-4553
GÜVEN DENİZHAN
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An Improved FB-Prophet Model for Wheat Production Forecasting in Turkey
Eleventh International Conference on Environmental Management, Engineering, Planning & Economics (CEMEPE 2024), Lefkada/YUNANİSTAN, 16 Haziran 2024, s. 202-211
BEREKETLİ ZAFEIRAKOPOULOS İLKE,ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL
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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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Short-Term Sales Forecasting Using LSTM and Prophet Based Models in E-Commerce
Acta Infologica, Vol. 7, No. 1, Temmuz 2023, s. 59-70, ISSN: 2602-3563
ECEVİT ALP, ÖZTÜRK İREM, DAĞ MUSTAFA, ÖZCAN TUNCAY
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Forecasting and Analysis of Energy Consumption and Waste Generation in Antalya with SVR
2023 4th International Informatics and Software Engineering Conference (IISEC), Ankara/TÜRKİYE, 20 Aralık 2023
TEK FAİK BORAY, ÖZÇELİK ŞUAYB TALHA, ŞEKERCİ ERDAL
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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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Forecasting of Wind Turbine Output Power with Artificial Neural Network in Izmir, Türkiye
14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING (ELECO), 30 Kasım 2023
ŞEN ARDA, ANDİÇ CENK, AYDIN ESRA, PÜRLÜ MİKAİL, TÜRKAY BELGİN
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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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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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Deep Learning Based Models for the CO2 emission forecasting in Turkey
Tenth International Conference on Environmental Management, Engineering, Planning and Economics (CEMEPE 2023) and SECOTOX Conference, Skiathos/YUNANİSTAN, 5 Haziran 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Deep Learning Based Models for the CO2 emission forecasting in Turkey
Tenth International Conference on Environmental Management, Engineering, Planning and Economics (CEMEPE 2023) and SECOTOX Conference, Skiathos/YUNANİSTAN, 5 Haziran 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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A Dynamic Feature Selection Technique for the Stock Price Forecasting
International Conference on Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, 22 Ağustos 2023
SİVRİ MAHMUT SAMİ, GÜLTEKİN AHMET BERKAY, ÜSTÜNDAĞ ALP, BEYCA ÖMER FARUK, GÜRCAN ÖMER FARUK, ARI EMRE
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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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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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Demand Forecasting in Pharmaceutical Industry Under Covid-19 Pandemic Conditions by Machine Learning and Time Series Analysis
INFUS 2023- International Conference on Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 157-165
TAŞ İREM, SATOĞLU ŞULE ITIR
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Drought Forecasting Using Integrated Variational Mode Decomposition and Extreme Gradient Boosting
Water MDPI, Vol. 15, No. 19, Eylül 2023, s. 3413-3413, ISSN: 2073-4441
EKMEKCİOĞLU ÖMER
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