A Hybrid Deep Learning and Fuzzy Logic Framework for PM10 Concentration Forecasting in Istanbul
Journal of Intelligent Systems and Internet of Things, Vol. 18, No. 2, Ağustos 2025, s. 142-156, ISSN: 2769-786X
AL-BAYATİ RUSUL,ALVER ŞAHİN ÜLKÜ,TOROS HÜSEYİN
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Revisiting Wastewater Forecasting in Istanbul: An Optimised Grey Bernoulli Modelling Approach
Twelfth International Conference on Environmental Management, Engineering, Planning & Economics, Mykonos/YUNANİSTAN, 25 Mayıs 2025, s. 305-312
KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE,ÖZCAN TUNCAY
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Forecasting Domestic Energy Demand in Turkey with an Artificial Neural Network Approach
7th International Ege Energy Symposium & Exhibition, Uşak/TÜRKİYE, 18 Haziran 2014
DEMİR MURAT EMRE,ARBAK ALTAY,GÜL ENDER,ÖZDEMİR FARUK
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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,AYDIN YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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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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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
KIRKGÖZ HALUK,KURT ONUR
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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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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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Short Term Electricity Load Forecasting with Alternative Cross Validation Approaches
INFUS 2025, İSTANBUL/TÜRKİYE, Vol. 1531, 29 Temmuz 2025, s. 271-277
ESKI DORUK,KAYA TOLGA
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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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Forecasting Solar Energy: Leveraging Artificial Intelligence and Machine Learning for Sustainable Energy Solutions
Journal of Economic Surveys, Vol. 39, No. 5, Aralık 2025, s. 1837-2334, ISSN: 0950-0804
SAADATİ TARANEH,BARUTÇU BURAK
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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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Revisiting Wastewater Forecasting in Istanbul: An Optimised Grey Bernoulli Modelling Approach
Twelfth International Conference on Environmental Management, Engineering, Planning & Economics, Mykonos/YUNANİSTAN, 25 Mayıs 2025, s. 305-312
KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE,ÖZCAN TUNCAY
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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 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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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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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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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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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 natural gas consumption in Turkey using fractional non-linear grey Bernoulli model optimized by grey wolf optimization (GWO) algorithm
Euro-Mediterranean Journal for Environmental Integration, Vol. 2024, No. 9, Ağustos 2024, s. 2039-2055, ISSN: 2365-6433
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE
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