Developing a decision-support system using machine learning and deep learning models for daily demand forecasting: A case study
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
RANA EZGİ KÖSE
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Forecasting of wind power generation: A comparative study
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, BAHÇEŞEHİR ÜNİVERSİTESİ, 2024
SHER YAR KHAN
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Pre-release forecasting of imdb movie ratings using multi-view data
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2018
BEYZA ÇİZMECİ
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Electricity consumption forecasting of turkey usingrecurrent neural networks
BİLİŞİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2020
FATEMEH GANDOMI TAJRAQ
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Recurrent neural network based approaches for electricity consumption forecasting
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2018
ALPER TOKGÖZ
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A comparatıve analysıs of LSTM and XGBoost methods for day ahead electrıcıty prıce forecastıng
ENERJİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2020
CAHİT URAL KÜKNER
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Essays on electricity price modeling and forecasting
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2019
UMUT UĞURLU
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Dynamics of emerging equity markets volatilities and forecasting performance of existing models
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2013
ZEYNEP İLTÜZER
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An adaptive forecasting methodology by utilizing change point detection technique on time series
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2020
ALI NASER NAEIMI AVVAL
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Forecasting palmer drought severity index using hybrid wavelet-heuristic models
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2019
AKBAR JALILZADNEZAMABAD
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Forecasting electricity prices in Turkey: A comparison of classical econometrics and machine learning techniques
SOSYAL BİLİMLER ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2018
YUNUS EMRE KARAGÜLLE
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Electricity consumption forecasting with artifical neural network for fast-moving consumer goods sector
FEN BİLİMLERİ ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2019
GÜLFEM YEŞİL
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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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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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Depositional processes of the Kuner ignimbrite from the Çubukludağ graben, western Turkey: implications for generation of the phretomagmatic eruptions triggered by dome emplacement.
IAVCEI Forecasting Volcanic Activity Kagoshima, 1 Eylül 2013
KARACIK ZEKİYE,GENÇ ŞENGÜL CAN
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Using machine learning tools for forecasting natural gas consumption in the province of Istanbul
Energy Economics, Vol. 80, Mayıs 2019, s. 937-949, ISSN: 0140-9883
BEYCA ÖMER FARUK,ÇAYIR ERVURAL BEYZANUR,TATOĞLU EKREM,ÖZUYAR PINAR,ZAİM SELİM
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A LONG SHORT TERM MEMORY APPLICATION ON THE TURKISH INTRADAY ELECTRICITY PRICE FORECASTING
4th Global Business Research Congress, İstanbul/TÜRKİYE, Vol. 7, No. 1, 24 Mayıs 2018, s. 126-130
YORULMUŞ MUHAMMED HAKAN,UĞURLU UMUT,TAŞ OKTAY
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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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Forecasting medical waste in Istanbul using a novel nonlinear grey Bernoulli model optimized by firefly algorithm
Waste Management & Research: The Journal for a Sustainable Circular Economy, Vol. 43, No. 5, Eylül 2025, s. 726-737, ISSN: 0734-242X
KONYALIOĞLU AZİZ KEMAL,ÖZCAN TUNCAY,BEREKETLİ ZAFEIRAKOPOULOS İLKE
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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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