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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Demand Forecasting and Planning using Artificial Neural Network (ANN) for Fast Moving Consumer Goods Industry
Institute of Science and Technology, King Saud University, 2023
ABDULRAHMAN BORMA
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Forecasting and Simulation for Electrical Power System and Load Distribution in Taif – Saudi Arabia
Institute of Science and Technology, King Saud University, 2021
ZAYED ALHARTHİ
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Short-term wind power generation forecasting by coupling numerical weather prediction models and machine learning algorithms
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
CEM ÖZEN
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Comparative analysis of XGBoost and LightGBM methods for day ahead spot natural gas price forecasting
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
DOĞUKAN ŞAHİN
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Short term electricity load forecasting with deep learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
İBRAHİM YAZICI
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VOLATILITY IN OIL PRICES: MULTIVARIATE NONLINEAR FORECASTING
SOSYAL BİLİMLER ENSTİTÜSÜ, İSTANBUL BİLGİ ÜNİVERSİTESİ, 2007
HÜSEYİN SAYLAN
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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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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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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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Deep learning approaches for hailstorm detection and forecasting using CNN and LSTM algorithms: Comparative evaluation of radar products
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
NAHİT ÇATMADIM
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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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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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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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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 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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