Transfer learning for state of charge estimation across batteries and chemistries: a lightweight, physics-guided LSTM with regime-aware temporal attention and staged adaptation
Ionics, Kasım 2025, ISSN: 0947-7047
ÖZARSLAN EBUBEKİR BUĞRA,KURŞUN SENEM
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Performance and Computational Efficiency Comparison of LSTM and GRU Networks for Sign Language Recognition
47th LISBON International Conference on “Science, Engineering, Technology & Healthcare” (LSETH-23), Lizbon/PORTEKİZ, 6 Şubat 2023
ÇETİNKAYA İBRAHİM, ÖLMEZ TAMER
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Deep Assessment Methodology Using Fractional Calculus on Mathematical Modeling and Prediction of Gross Domestic Product per Capita of Countries
MATHEMATICS, Vol. 8, No. 4, Ocak 2020, ISSN: 2227-7390
KARAÇUHA KAMİL,ÖNAL TUĞRUL NİSA ÖZGE,KARAÇUHA ERTUĞRUL
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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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Derin Öğrenme Teknikleriyle ile Online Satış Tahminleri Yapılması: Fast Food Sektörü Uygulaması
19. Uluslararası Ekonometri, Yöneylem Araştırması ve İstatistik Sempozyumu, Antalya/TÜRKİYE, 17 Ekim 2018
SİVRİ MAHMUT SAMİ
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Deep learning frameworks to learn prediction and simulation focused control system models
Springer Science and Business Media LLC, Vol. 52, No. 1, Ocak 2022, ISSN: 0924-669X
TUNA TURCAN, BEKE AYKUT, KUMBASAR TUFAN
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A_Lightweight_DL_Model_for_Smart_Grid_Power_Forecasting_with_Feature_and_Resolution_Mismatch
2025 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East (ISGT Middle East), Dubai/BİRLEŞİK ARAP EMİRLİKLERİ, 23 Kasım 2025
AL-SHAREEDA SARAH,ÖZDEMİR GÜLCİHAN,JEON HEUNG SEOK,AHMAD KHALEEL
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Deep Assessment Methodology Using Fractional Calculus on Mathematical Modeling and Prediction of Gross Domestic Product per Capita of Countries
Mathematics, Vol. 8, No. 4, Nisan 2020, s. 1-18, ISSN: 2227-7390
KARAÇUHA ERTUĞRUL, TABATADZE VASIL, KARAÇUHA KAMİL, ÖNAL TUĞRUL NİSA ÖZGE, ERGÜN ESRA
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Short-Term Sales Forecasting Using LSTM and Prophet Based Models in E-Commerce
Acta Infologica, Vol. 7, No. 1, Temmuz 2023, s. 59-70, ISSN: 2602-3563
ECEVİT ALP, ÖZTÜRK İREM, DAĞ MUSTAFA, ÖZCAN TUNCAY
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Prediction of Tribological Behavior of Powder Metallurgy Cu/B-CrC Hybrid Composites via LSTM Models
3rd International Conference on Pioneer and Innovative Studies, Konya/TÜRKİYE, 6 Ekim 2025, s. 303-307
USCA ÜSAME ALİ,DEĞİRMENCİ ÜNAL,ŞAP SERHAT
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Exploiting SAR Time Series for EEFLUX-based Evapotranspiration Predictions via Attention LSTM Over Cotton Fields
2025 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS), 2 Eylül 2025
SEVİMLİ FATMA SELİN,IŞIK MUSTAFA SERKAN,ERTEN ESRA
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Magnetic Resonance Fingerprinting Using Recurrent Neural Networks
2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019), No. null, 8 Nisan 2019, s. 1537-1540
ÖKSÜZ İLKAY,CRUZ GASTAO,CLOUGH JAMES R.,BUSTİN AURELİEN,FUİN NİCCOLO,BOTNAR RENE,PRİETO CLAUDİA,KİNG ANDREW P.,SCHNABEL JULİA A.
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Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
MEDICAL IMAGE ANALYSIS, Vol. 55, No. null, Temmuz 2019, s. 136-147, ISSN: 1361-8415
ÖKSÜZ İLKAY,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,CLOUGH JAMES R.,CRUZ GASTAO,BUSTİN AURELİEN,PRİETO CLAUDİA,BOTNAR RENE,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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TEMİZ KUMLARDA DİNAMİK YÜKLEME SONUCU AŞIRI BOŞLUK SUYU BASINCI ORANI DEĞİŞİMİNİN LSTM SİNİR AĞI İLE TAHMİN EDİLMESİ
9th International Geotechnical Symposium, İstanbul/TÜRKİYE, 22 Kasım 2023
BİRİNCİ ÖMER TUĞŞAD, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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Hotel Sales Forecasting with LSTM and N-BEATS
2023 8th International Conference on Computer Science and Engineering (UBMK), 13 Eylül 2023
ÖZÇELİK ŞUAYB TALHA, TEK FAİK BORAY, ŞEKERCİ ERDAL
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Use of LSTM for Short-Term and Long-Term Travel Time Prediction
International Workshop on Knowledge-Driven Analytics Impacting Human Quality of Life (KDAH-CIKM), 22 Ekim 2018
İŞLEK İREM,ÖĞÜDÜCÜ ŞULE
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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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TEMİZ KUMLARDA DİNAMİK YÜKLEME SONUCU AŞIRI BOŞLUK SUYU BASINCI ORANI DEĞİŞİMİNİN LSTM SİNİR AĞI İLE TAHMİN EDİLMESİ
9. Uluslararası Geoteknik Sempozyumu, 22 Kasım 2023
BİRİNCİ ÖMER TUĞŞAD, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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The Predictability of the 30 October 2020 İzmir-Samos Tsunami Hydrodynamics and Enhancement of Its Early Warning Time by LSTM Deep Learning Network
WATER, Vol. 15, No. 4195, Ocak 2023, ISSN: 2073-4441
ALAN ALİ RIZA,BAYINDIR CİHAN,ÖZAYDIN FATİH,ALTINTAŞ AZMİ ALİ
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Predicting Ocean Energy Harvesting Dynamics using LSTM Deep Learning Network
34th Asian-Pacific Technical Exchange and Advisory Meeting on Marine Structures TEAM 2020/21 Conference, İstanbul/TÜRKİYE, 6 Aralık 2021, s. 416-423
ALAN ALİ RIZA,BAYINDIR CİHAN
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