A comparative analysis of LSTM and lıghtgbm models in short-term electricity load forecasting: a case study from türkiye
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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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Sentiment-driven forecasting of short-term asset price directions using large language models
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AHMET BERKAY GÜLTEKİN
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Short-term wind power generation forecasting by coupling numerical weather prediction models and machine learning algorithms
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CEM ÖZEN
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Comparative analysis of XGBoost and LightGBM methods for day ahead spot natural gas price forecasting
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DOĞUKAN ŞAHİN
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Short term electricity load forecasting with deep learning
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İBRAHİM YAZICI
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VOLATILITY IN OIL PRICES: MULTIVARIATE NONLINEAR FORECASTING
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HÜSEYİN SAYLAN
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Short-term load forecasting by using artificial neural networks
FEN BİLİMLERİ ENSTİTÜSÜ, BAHÇEŞEHİR ÜNİVERSİTESİ, 2018
USMAN NAJEEB KHAN
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Short-term and medium-term wind speed forecasting via adaptive neuro-fuzzy inference systems
FEN BİLİMLERİ ENSTİTÜSÜ, BAHÇEŞEHİR ÜNİVERSİTESİ, 2019
ALIREZA SHATERZADEH YAZDI
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Forecasting of renewable power generation in European markets via long short-term memory neural networks
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, BAHÇEŞEHİR ÜNİVERSİTESİ, 2022
ALPER ÜNAL
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Proposal for a forecasting methodology to predict commercial real estate values in Istanbul using social big data
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
MARAL TAŞCILAR
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Investigating effects of better soil moisture initialization on forecasting capability with WRF model
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
ŞULE HALİLOĞLU
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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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Technology Road Mapping for Resilient & Mobile Energy Systems to Sustain Electricity Continuity After Earthquake Handbook of Technological Forecasting and Roadmapping
2026, s. 472-488, Edward Elgar
KAYALICA MEHMET ÖZGÜR,ONAYGİL SERMİN,KİRACI ATAKAN,HAYAT ERDEM,KOÇASLAN FURKAN,KOÇ TAMER,AMİNİ DARYA
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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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Technology Roadmap for Disaster Response and Recovery in Energy Systems Handbook of Technological Forecasting and Roadmapping
2026, s. 489-506, Edward Elgar
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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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A technology roadmap for sustainable energy infrastructure in case of natural disasters Handbook of Technological Forecasting and Roadmapping
2026, Edward Elgar Publishing
DAİM ÜNSAL TUĞRUL,KAYALICA MEHMET ÖZGÜR,ÇOLAK ÜNER,DÜZDAR İREM,YILDIRIM NİHAN,SÖNMEZTÜRK BOLATAN GÜLİN İDİL,AMİNİ DARYA,GÜVEN DENİZHAN,KORKMAZ ARDA,ELMAZ ALİ
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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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