Forecasting Domestic Energy Demand in Turkey with an Artificial Neural Network Approach
7th International Ege Energy Symposium & Exhibition, Uşak/TÜRKİYE, 18 Haziran 2014
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Climate model-driven seasonal forecasting approach with deep learning
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ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,AYDIN YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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Modeling bitcoin network energy demand: Price-adjusted hybrid deep learning approach to complex time series forecasting
Chaos, Solitons & Fractals, Vol. 200, No. 2, Kasım 2025, s. 1-25, ISSN: 0960-0779
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Econometric Modeling of Construction Cost Estimation: A VECM-Based Approach for Forecasting Price Fluctuations in Türkiye
32th Annual European Real Estate Society Conference, ATİNA/YUNANİSTAN, 2 Temmuz 2025
ARSLANLI KEREM YAVUZ,METİN FATİH EREN
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Applications for Advanced Machine Learning Methods for Copper Price Forecasting
Global Joint Conference on Industrial Engineering and Its Application Areas, İSTANBUL/TÜRKİYE, 8 Ağustos 2025
ARI EMRE,GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,ÜSTÜNDAĞ ALP
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Unraveling Li-Ion Battery Degradation: Mechanisms and Forecasting
Energetics 2025 - 11th Virtual International Conference on Science, Technology and Management in Energy, Belgrad/SIRBİSTAN, 24 Kasım 2025, s. 97-104
ERZEN SEVGİ,FIRAT COŞKUN
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Cold-Start Sales Forecasting in Fashion via Feature-Based Ensembles
2025 10th International Conference on Computer Science and Engineering (UBMK), İstanbul/TÜRKİYE, 17 Eylül 2025, ISSN: 2768-0592
TEZCAN ENES,ZAİM ABDÜL HALİM
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Empirical-singular-wavelet based machine learning models for sea level forecasting in the bosphorus strait: A performance analysis
Ocean Modelling, Vol. 188, Nisan 2024, ISSN: 1463-5003
KARTAL ELİF,ALTUNKAYNAK ABDÜSSELAM
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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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Applications for Advanced Machine Learning Methods for Copper Price Forecasting
Global Joint Conference on Industrial Engineering and Its Application Areas, 12 Ağustos 2025
ARI EMRE,GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,ÜSTÜNDAĞ ALP
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Machine Learning Approaches to Forecasting Car Prices in the Secondary Market
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Ocak 2023, ISSN: 2634-4602
ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,ALIZADE GOVARCHIN GHALE YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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Retail Sales Forecasting Using Competitor Data: An Extreme Gradient Boosting Model Optimized with Optuna
The International Symposium for Production Research 2025 (ISPR2025), Istanbul/TÜRKİYE, 9 Ekim 2025
FERYAD VAHİT,ÖZER MİRZA,AYDIN MURAT,TURHAN İLHAN RECEP,ÖZCAN TUNCAY
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Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling
PLOS One, Vol. 20, No. 6, Haziran 2025, ISSN: 1932-6203
ALAKENT BURAK,IŞIKLI ERKAN,KADAİFÇİ YANMAZ ÇİĞDEM,TAŞPINAR TONGUÇ S.
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A Comparative Forecasting Approach for Fine Particulate Matter (PM 2.5 ) in Istanbul by using Seasonal Grey Model
Eleventh International Conference on Environmental Management, Engineering, Planning & Economics (CEMEPE 2024), Lefkada/YUNANİSTAN, 16 Haziran 2024, s. 150-158
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL
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Forecasting Market Clearing Prices in Electricity Markets with Time Series Based Machine Learning Models
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 20-28
YAĞMUR MEHMET BORA,TURHAN KAGAN,KAYA TOLGA
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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 monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling
PLOS ONE, Vol. 20, No. 6, Haziran 2025, ISSN: 1932-6203
ALAKENT BURAK,IŞIKLI ERKAN,KADAİFÇİ ÇİĞDEM,TASPİNAR TUNGUC S.
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An Enhanced Forecasting Method of Daily Solar Irradiance in Southwestern France: A Hybrid Nonlinear Autoregressive with Exogenous Inputs with Long Short-Term Memory Approach
Energies, Vol. 17, Ağustos 2024, ISSN: 1996-1073
OKİEH OUBAH ISMAN,GÖKÇE SEÇKİN,DENNENMOSER MARTİN,ŞEKER ŞAHİN SERHAT
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Forecasting medical waste in Istanbul using a novel nonlinear grey Bernoulli model optimized by firefly algorithm
Waste Management & Research: The Journal for a Sustainable Circular Economy, Vol. 43, No. 5, Eylül 2025, s. 726-737, ISSN: 0734-242X
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