Predicting and Analysis of the Ground-Borne Vibrations Generated by Pile Driving Utilizing LSTM
Intelligent and Fuzzy Systems Conference (INFUS 2025), İstanbul/TÜRKİYE, 29 Temmuz 2025, ISSN: 2367-3370
BAYINDIR CİHAN,ALAN ALİ RIZA
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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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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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Telekomünikasyon Merkezi Şebekelerinde LSTM Model ile Anomali Tespiti,Tahminlemesi ve Bazı Denetimsiz Öğrenme Metotları ile Kıyaslanması
22. Uluslararası Bilimsel Araştırmalar Kongresi - Fen ve Mühendislik, Ankara/TÜRKİYE, 8 Mart 2025
ÇALIK SAMED,ERGÜN MEHMET ALİ
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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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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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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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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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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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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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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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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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The Prediction of Pier Dynamics Using LSTM Deep Learning Network-based SAP2000 Analysis
3rd International Conference on Applied Mathematics in Engineering (ICAME 2024), Balıkesir/TÜRKİYE, 26 Haziran 2024, s. 201
ÇAKMAK RABİA MERVE,BAYINDIR CİHAN,ERBAY ABDULLAH BURAK
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Prediction of seismic performance of coastal and port structures via LSTM-based transfer function retrieval approach
3rd International Conference on Applied Mathematics in Engineering (ICAME 2024), Balıkesir/TÜRKİYE, 26 Haziran 2024, s. 193
ERBAY ABDULLAH BURAK,BAYINDIR CİHAN
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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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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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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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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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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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Spectrum Occupancy Prediction Exploiting Time and Frequency Correlations Through 2D-LSTM
IEEE 91st Vehicular Technology Conference (VTC2020-Spring), Antwerp/BELÇİKA, 25 Mayıs 2020, ISSN: 2577-2465
AYGÜL MEHMET ALİ, NAZZAL MAHMOUD, EKTİ ALİ RIZA, GÖRÇİN ALİ, DA COSTA DANİEL BENEVİDES, ATEŞ HASAN FEHMİ, ARSLAN HÜSEYİN
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