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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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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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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A dynamic feature selection technique for the stock price forecasting
International Conference on Intelligent and Fuzzy Systems, 17 Ağustos 2023
SİVRİ MAHMUT SAMİ,GÜLTEKİN AHMET BERAK,ÜSTÜNDAĞ ALP,BEYCA ÖMER FARUK,GÜRCAN ÖMER FARUK,ARI EMRE
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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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A Data Driven Approach to Forecasting Traffic Speed Classes Using Extreme Gradient Boosting Algorithm and Graph Theory bibliometric analysis and taxonomy
Physica A: Statistical Mechanics and its Applications, Vol. 620, Ocak 2023, ISSN: 0378-4371
MENGÜÇ KENAN, AYDIN NEZİR, YILMAZ ALPER
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Dynamic Forecasting of Traffic Event Duration in Istanbul: A Classification Approach with Real-Time Data Integration
CMC, Temmuz 2024, s. 1-23, ISSN: 1546-2218
ULU MESUT,TÜRKAN YUSUF SAİT,MENGÜÇ KENAN,NAMLI ERSİN,KÜÇÜKDENİZ TARIK
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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 Energy Consumption in Smart Grids Using Convolutional Neural Networks
INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS’23At: Istanbul, Turkey, 2023, İstanbul/TÜRKİYE, No. 2, 16 Aralık 2024, s. 205-205
FADOUL FATHİ FARAH,ÇAĞLAR RAMAZAN
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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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Retail Demand Forecasting Using Temporal Fusion Transformer
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 165-170
ESKI DORUK,KAYA TOLGA
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Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling
PLOS ONE, Haziran 2025, ISSN: 1932-6203
ALAKENT BURAK,IŞIKLI ERKAN,KADAİFÇİ ÇİĞDEM,TASPİNAR TUNGUC S.
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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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Artificial Intelligence-Driven Prognosis of Respiratory Mechanics: Forecasting Tissue Hysteresivity Using Long Short-Term Memory and Continuous Sensor Data
SENSORS, Vol. 24, No. 17, Ocak 2024, s. 22, ISSN: 1424-8220
BEN OTHMAN GHADA,RAYENE YNINEB AMANI,YUMUK ERHAN,FARBAKHSH HAMED,MURESAN CRISTINA,ROXANA BIRS ISABELA,DE RAEVE ALEXANDRA,COPOT COSMİN,IONESCU CLARA,COPOT DANA
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An improved technique for streamflow forecasting between Turkish straits
Acta Geophysica, Vol. 72, Ağustos 2024, s. 2831-2842, ISSN: 1895-6572
KARSAVRAN YAVUZ,ERDİK TARKAN,ÖZGER MEHMET
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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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Future-Proofing Construction: Forecasting Skill Sets for Sustainable Success in an Era of Rapid Technological Advancement
3rd International Graduate Research Symposium: IGRS’24, Istanbul/TÜRKİYE, 8 Mayıs 2024
LİGAY FİLİPP,TOKDEMİR ONUR BEHZAT
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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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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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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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