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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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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A Technology Roadmap for Sustainable Energy Infrastructure in Case of Natural Disasters Handbook of Technological Forecasting and Roadmapping
2026, s. 452-471, Edward Elgar
DAİM ÜNSAL TUĞRUL,KAYALICA MEHMET ÖZGÜR,ÇOLAK ÜNER,DÜZDAR İREM,YILDIRIM NİHAN,SÖNMEZTÜRK BOLATAN GÜLİN İDİL,KORKMAZ ARDA,ELMAS ALİ,ŞUTAŞDEMİR CAFER,AMİNİ DARYA,BİSKİN İLKE,TEK MEHMET KÜRŞAT,ÜLKER MUSTAFA,KOCADAĞ BUĞRA
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Long-sequence deep learning frameworks for multivariate forecasting of tropospheric parameters
GPS Solutions, Vol. 30, No. 2, Mart 2026, s. 90, ISSN: 1080-5370
BEZCİOĞLU MERT
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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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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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Technology roadmap for disaster response and recovery in energy systems Handbook of Technological Forecasting and Roadmapping
2026, Edward Elgar Publishing
DAİM ÜNSAL TUĞRUL,YILDIRIM NİHAN,KAYALICA MEHMET ÖZGÜR,SÖNMEZTÜRK BOLATAN GÜLİN İDİL,DÜZDAR İREM,AMİNİ DARYA,TEKİN BARIŞ,AS SEVGİ,YILDIRIM HÜSEYİN,BEÇET SEVİM,GÖRÜCÜ TALHA,GÜVEN DENİZHAN
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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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Yıldız Technopark product roadmap for AI companies: chatbot Handbook of Technological Forecasting and Roadmapping
2026, Edward Elgar Publishing
YILDIRIM NİHAN,DAİM ÜNSAL TUĞRUL,ÖZYILDIRIM DİLARA,YILDIZ ALPER,TURPÇU HAKAN,ÖZBEK GÖKHAN,ÇELEBİ HASAN HÜSEYİN,GENÇ ÖZLEM,TOPRAK ARDA NUSEVİRAN,USTA ŞEYMANUR
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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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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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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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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 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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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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