A comparative analysis of LSTM and lıghtgbm models in short-term electricity load forecasting: a case study from türkiye
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
MUHAMMET FURKAN BAYSAL
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Forecasting Sales Revenue by Artificial Neural Network Methods in the Airline Industry: A Case Study in Saudi Arabia
Institute of Science and Technology, King Saud University, 2018
RAED KALANTAN
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Day ahead forecasting of photovoltaic power generation via machine learning models
Lisansüstü Eğitim Enstitüsü, Bahçeşehir Üniversitesi, 2024
AHMET TUĞRAALP BİTİREN
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Enhancing photovoltaic system performance through NARX-LSTM forecasting and neuro-controller based MPPT techniques
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
OUBAH ISMAN OKIEH
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Pre-release forecasting of imdb movie ratings using multi-view data
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
BEYZA ÇİZMECİ
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VOLATILITY IN OIL PRICES: MULTIVARIATE NONLINEAR FORECASTING
Sosyal Bilimler Enstitüsü, İstanbul Bilgi Üniversitesi, 2007
HÜSEYİN SAYLAN
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Short-term wind power generation forecasting by coupling numerical weather prediction models and machine learning algorithms
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
CEM ÖZEN
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Comparative analysis of XGBoost and LightGBM methods for day ahead spot natural gas price forecasting
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
DOĞUKAN ŞAHİN
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Short term electricity load forecasting with deep learning
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
İBRAHİM YAZICI
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Investigating effects of better soil moisture initialization on forecasting capability with WRF model
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
ŞULE HALİLOĞLU
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Short-term forecasting of wind power production using machine learning and deep learning methods
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
FEYRUZ AKSOY
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Fuzzy-Enhanced Smart Building Energy
Forecasting: A Case Study from the 2025 GECAD
Competition
2025 14th International Conference on Renewable Energy Research and Applications (ICRERA), Viyana/AVUSTURYA, 27 Ekim 2025, ISSN: 2572-6013
GÜNEŞ CAN GÖRKEM,ÖZDEMİR GÜLCİHAN
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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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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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Modeling bitcoin network energy demand: Price-adjusted hybrid deep learning approach to complex time series forecasting
Chaos, Solitons & Fractals, Vol. 200, Kasım 2025, s. 117075, ISSN: 0960-0779
KIRKGÖZ HALUK,KURT ONUR
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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 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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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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