Time series forecasting via computational intelligence methods
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2016
ATAKAN ŞAHİN
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Deep learning approaches for hailstorm detection and forecasting using CNN and LSTM algorithms: Comparative evaluation of radar products
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
NAHİT ÇATMADIM
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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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Short-term solar power forecasting with artificial neural network models
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
SEÇKİN GÖKÇE
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VOLATILITY IN OIL PRICES: MULTIVARIATE NONLINEAR FORECASTING
Sosyal Bilimler Enstitüsü, İstanbul Bilgi Üniversitesi, 2007
HÜSEYİN SAYLAN
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A Bayesian causal map for inflation analysis: The case of Turkey
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, Vol. 175, No. 2, Ocak 2006, s. 17-1284, ISSN: 0377-2217
ÖNSEL EKİCİ ŞULE, ÜLENGİN FUSUN, ÜLENGİN KEMAL BURÇ
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Middle anatolian region short term load forecasting using artificial neural networks
ELECTRIC POWER COMPONENTS AND SYSTEMS, Vol. 34, No. 6, Haziran 2006, s. 707-724
DEMİRÖREN AYŞEN
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An Enhanced Forecasting Method of Daily Solar Irradiance in Southwestern France: A Hybrid Nonlinear Autoregressive with Exogenous Inputs with Long Short-Term Memory Approach
Energies, Vol. 17, Ağustos 2024, ISSN: 1996-1073
OKİEH OUBAH ISMAN,GÖKÇE SEÇKİN,DENNENMOSER MARTİN,ŞEKER ŞAHİN SERHAT
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Application of ANN for Short Term Forecasting of Wind Power Density
XV International Scientific Conference, Renewable Energy & Innovative Technologies, 10 Haziran 2016
AKINCI TAHİR ÇETİN,NOĞAY HIDIR SELÇUK,GUSEİNOVİENE ELEONORA,JELENA DİKUN,ŞEKER ŞAHİN SERHAT
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Forecasting Land Cover Growth using Remotely Sensed Data A Case Study of Igneada Protection Area in Turkey
environmental Monitoring and Assessment, Vol. 59, No. 187, Şubat 2015
GONCA BOZKAYA,BEKTAŞ BALÇIK FİLİZ,GÖKSEL ÇİĞDEM,EŞBAH TUNÇAY HAYRİYE
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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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Electric load forecasting under False Data Injection Attacks using deep learning
ENERGY REPORTS, Vol. 8, Kasım 2022, s. 9933-9945, ISSN: 2352-4847
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, CHARALAMBOS KONSTANTİNOU, GENÇ VEYSEL MURAT İSTEMİHAN, TAESİC KİM, MOHAMMADI-IVATLOO BEHNAM
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Deep learning-based cyber resilient dynamic line rating forecasting
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, Vol. 142, Kasım 2022, s. 1-16, ISSN: 0142-0615
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, GENÇ VEYSEL MURAT İSTEMİHAN, ŞEKER ŞAHİN SERHAT, MOHAMMADI-IVATLOO BEHNAM
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Demand Forecasting in Pharmaceutical Industry Under Covid-19 Pandemic Conditions by Machine Learning and Time Series Analysis
INFUS 2023- International Conference on Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 157-165
TAŞ İREM, SATOĞLU ŞULE ITIR
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Sales forecasting by artificial neural networks for the apparel retail chain stores An application
Journal of Intelligent Fuzzy Systems, Aralık 2020, ISSN: ISSN 1875-8967
ÇAĞLAYAN NADİDE,SATOĞLU ŞULE ITIR,CAN EMİNE NİSA
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Sales forecasting by artificial neural networks for the apparel retail chain stores
International Conference on Intelligent and Fuzzy Systems, INFUS 2019, İstanbul/TÜRKİYE, Vol. 1029, 23 Temmuz 2019, s. 451-456
ÇAĞLAYAN NADİDE,SATOĞLU ŞULE ITIR,CAN EMİNE NİSA
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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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Demand forecasting model using hotel clustering findings for hospitality industry
Information Processing & Management, Vol. 59, Ocak 2022, ISSN: 0306-4573
KAYA KIYMET, YILMAZ YAREN, YASLAN YUSUF, ÖĞÜDÜCÜ ŞULE, ÇINGI FURKAN, ÇINGI FURKAN
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Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting
Measurement, Vol. 103, Haziran 2017, s. 52-61, ISSN: 02632241
YASLAN YUSUF,BİCAN BAHADIR
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Operational evaluation of the Mediterranean Monitoring and Forecasting Centre products implementation and results
Ocean Science Discussions, Vol. 9, No. 2, Ocak 2012, s. 1813-1851, ISSN: 1812-0822
TONANİ MARİNA,ÖZSOY EMİN,ET AL
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