A high-accuracy ionospheric foF2 critical frequency forecast using long short-term memory LSTM
Environmental Data Science, Vol. 3, Ocak 2024, ISSN: .
YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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Forecasting of renewable power generation in European markets via long short-term memory neural networks
Lisansüstü Eğitim Enstitüsü, Bahçeşehir Üniversitesi, 2022
ALPER ÜNAL
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Characterization and modeling of negative-biastemperature instability in 40 NM CMOS technologythrough long short-term memory (LSTM) networks
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
FİKRET BAŞAR GENCER
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Short term electrıcıty consumptıon forecastıng usıng long short-term memory cells
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2019
ANIL TÜRKÜNOĞLU
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Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
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Grid Imbalance Prediction Using Particle Swarm Optimization and Neural Networks Artificial Intelligence for Knowledge Management, Energy, and Sustainability
2022, s. 87-101, Springer, Cham
DELİASLAN EREN, GÜVEN DENİZHAN, KAYALICA MEHMET ÖZGÜR, YURTSEVEN MUSTAFA BERKER
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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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Wide Area Measurement-based Transient Stability Prediction using Long Short-Term Memory Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 159
SANER CAN BERK,KESİCİ MERT,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Prediction of Downward Surface Solar Radiation Using Particle Swarm Optimization and Neural Networks Decision Making Using AI in Energy and Sustainability
2023, Springer
GÜVEN DENİZHAN, DELİASLAN EREN, YURTSEVEN MUSTAFA BERKER, KAYAKUTLU GÜLGÜN
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On the Utilization of a Long Short-Term Memory Network (LSTM) For Predicting Groundwater Level Fluctuations
5th INTERNATIONAL CONGRESS ON ENGINEERING SCIENCES AND MULTIDISCIPLINARY APPROACHES, 25 Şubat 2023
EKMEKCİOĞLU ÖMER
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On the Vision-Beam Aided Tracking for Wireless 5G-Beyond Networks Using Long Short-Term Memory with Soft Attention Mechanism
The European Journal of Research and Development, Vol. 2, Haziran 2022, ISSN: 2822-2296
SİNANİ NASİR, YILMAZ FERKAN
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Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning
REMOTE SENSING, Vol. 14, No. 21, Kasım 2022, s. 24, ISSN: 2072-4292
ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, YÜZÜGÜLLÜ ONUR, FAJRAOUİ NOURA, ERTEN ESRA
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Surrogate Unsteady Aerodynamic Modeling with Autoencoders and Long-Short Term Memory Networks
2022 AIAA Scitech Forum, San Diego (Online)/AMERİKA BİRLEŞİK DEVLETLERİ, 3 Ocak 2022
TEKASLAN HÜSEYİN EMRE, DEMİROGLU YUSUF, NİKBAY MELİKE
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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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Long Short‐Term Memory (LSTM)‐Based Modeling of Negative Bias Temperature Instability (NBTI) in 40 nm MOSFETs
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, Vol. 38, Mayıs 2025, ISSN: 0894-3370
GENCER FİKRET BAŞAR,XHAFA XHESİLA,GÜNGÖRDÜ ALİ DOĞUŞ,YELTEN MUSTAFA BERKE
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Selecting Optimal Long Short-Term Memory (LSTM) Architectures for Online Estimation of Mean Arterial Pressure (MAP) in Patients Undergoing General Anesthesia
Applied Sciences, Vol. 14, Haziran 2024, ISSN: 2076-3417
BEN OTHMAN GHADA,COPOT DANA,YUMUK ERHAN,NECKEBROEK MARTINE,IONESCU CLARA
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A high-accuracy ionospheric foF2 critical frequency forecast using long short-term memory LSTM
Environmental Data Science, Vol. 3, Nisan 2024, s. 1-22, ISSN: 2634-4602
DENİSENKO-FLOYD ALEXANDRA,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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Artificial Intelligence-Driven Prognosis of Respiratory Mechanics: Forecasting Tissue Hysteresivity Using Long Short-Term Memory and Continuous Sensor Data
SENSORS, Vol. 24, No. 17, Ocak 2024, s. 22, ISSN: 1424-8220
BEN OTHMAN GHADA,RAYENE YNINEB AMANI,YUMUK ERHAN,FARBAKHSH HAMED,MURESAN CRISTINA,ROXANA BIRS ISABELA,DE RAEVE ALEXANDRA,COPOT COSMİN,IONESCU CLARA,COPOT DANA
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Modeling and Prediction of the Covid-19 Cases With Deep Assessment Methodology and Fractional Calculus
IEEE ACCESS, Vol. 8, Ocak 2020, ISSN: 2169-3536
KARAÇUHA KAMİL,TONTUŞ HACI ÖMER,ÖNAL TUĞRUL NİSA ÖZGE,KARAÇUHA ERTUĞRUL
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Gait Phase Recognition using Textile-based Sensor
2022 7th International Conference on Computer Science and Engineering (UBMK), Diyarbakır/TÜRKİYE, 14 Eylül 2022
ÖZLEM KADİR, KHALİLBAYLİ FİDAN, YILMAZ AYŞE FEYZA, TUNÇAY ATALAY ASLI, ATALAY ÖZGÜR, İNCE GÖKHAN
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