Prediction of human-machine interface (HMI) operational errors for maritime autonomous surface ships (MASS)
JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, Vol. 27, No. 1, Mart 2022, s. 293-306, ISSN: 0948-4280
LİU JİALUN, AYDIN MUHAMMET, AKYÜZ EMRE, ARSLAN ÖZCAN, UFLAZ ESMA, KURT RAFET EMEK, TURAN OSMAN
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A machine learning-based prediction model for architectural heritage: The case of domed Sinan mosques
Digital Applications in Archaeology and Cultural Heritage, Vol. 35, Aralık 2024, s. 1-9, ISSN: 2212-0548
GÜZELCİ ORKAN ZEYNEL,ALAÇAM SEMA,BEKİROĞLU BAVER,KARADAĞ İLKER
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AN EFFICIENT CALIBRATION PROCESS FOR THE PREDICTION OF ROCK STRENGTH THROUGH MACHINE LEARNING ALGORITHMS
Journal of scientific reports-A (Online), No. 052, Mart 2023, s. 311-326, ISSN: 2687-6167
DİNÇ GÖĞÜŞ ŞAZİYE ÖZGE
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Prediction of Welded Bimrock Strength Using Artificial Neural Network and Regression Analyses
9th ICENS_2023, Sarajevo/BOSNA HERSEK, 17 Mayıs 2023
DİNÇ GÖĞÜŞ ŞAZİYE ÖZGE, AVŞAR YILMAZ ELİF
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A new general empirical approach for the prediction of rock mass strengths of soft to hard rock masses
International Journal of Rock Mechanics and Mining Sciences, Vol. 48, No. 4, Haziran 2011, s. 650-665, ISSN: 13651609
DİNÇ ŞAZİYE ÖZGE,SÖNMEZ HARUN,TUNUSLUOĞLU CELAL,KASAPOĞLU ERÇİN
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A New Empirical Approach For Prediction of Rock Mass Strength Based on a Strength Reducing Curve Zone instead of Unique Strength Reducing Curve
ISRM International Symposium 2010 and 6th Asian Rock Mechanics Symposium, Yeni Delhi/HİNDİSTAN, 23 Ekim 2010
SÖNMEZ HARUN, KASAPOĞLU ERÇİN, COŞKUN AYCAN, DİNÇ ŞAZİYE ÖZGE, TUNUSLUOĞLU CELAL
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An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms
Journal of Business Analytics, Vol. 7, Ekim 2023, s. 42-62, ISSN: 2573-234X
SİVRİ MAHMUT SAMİ,ÜSTÜNDAĞ ALP
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Ensemble Learning Based Stock Market Prediction Enhanced with Sentiment Analysis
International Conference on Intelligent and Fuzzy Systems, Vol. 308, No. 2, 24 Ağustos 2021, s. 446-454
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP, KORKMAZ BUSE SİBEL
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Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis
Journal of Multiple-Valued Logic and Soft Computing, Vol. 39, Mart 2022, s. 201-224, ISSN: 1542-3980
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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Mechanical performance and ANNbased prediction of Co-Cr dental alloys with gyroid cellular structures produced by LPBF technology
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ocak 2025, ISSN: 0954-4062
ÇALIŞKAN CEMAL İRFAN,ŞAHİN MERYEM,KOCA ALİİHSAN,TARAKÇI GÜRKAN,OKBAZ ABDULKERİM,DALKILIÇ AHMET SELİM
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Benchmark of machine learning algorithms on transient stability prediction in renewable rich power grids under cyber-attacks
Internet of Things, Vol. 25, Nisan 2024, ISSN: 2542-6605
AYGÜL KEMAL,MOHAMMADPOURFARD MOSTAFA,KESİCİ MERT,KÜÇÜKTEZCAN CAVİT FATİH,GENÇ VEYSEL MURAT İSTEMİHAN
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Cost Sensitive Class-Weighting Approach for Transient Instability Prediction Using Convolutional Neural Networks
11th INTERNATIONAL CONFERENCE onELECTRICAL and ELECTRONICS ENGINEERING, 28 Kasım 2019
KESİCİ MERT,SANER CAN BERK,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Hybrid model-based prediction of biomass density in case studies in Turkiye
Ecological Informatics, Vol. 79, Mart 2024, s. 1-15, ISSN: 1574-9541
İŞLER BUKET,ASLAN ZAFER,SUNAR AYŞE FİLİZ,GÜNEŞ ALİ,FEOLİ ENRİCO,GABRİELS DANİEL
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Comparison of conventional and machine learning regression models for accurate prediction of selected optical active components – A case study: The Gulf of Izmit
Marine Pollution Bulletin, Vol. 208, Kasım 2024, s. 1-16, ISSN: 0025-326X
SUNAR AYŞE FİLİZ,DERVİŞOĞLU ADALET,YAĞMUR AYDIN NUR,ATABAY HAKAN,DÖNERTAŞ ASLI
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Real-time transient stability prediction of power systems based on the energy of signals obtained from PMUs
Electric Power Systems Research, Vol. 192, Mart 2021, ISSN: 03787796
JAFARZADEH SEVDA, GENÇ VEYSEL MURAT İSTEMİHAN
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Improving Accuracy in Solar Power Plant Power Generation Prediction: A Hybrid Model Proposal
Turkish Journal of Electrical Power and Energy Systems, Ocak 2024, ISSN: 2791-6049
AKSOY NECATİ,GENÇ VEYSEL MURAT İSTEMİHAN
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Real-time transient stability prediction and coherency identification in power systems using Koopman mode analysis
Electric Power Systems Research, Vol. 201, Aralık 2021, ISSN: 03787796
JAFARZADEH SEVDA, GENÇ VEYSEL MURAT İSTEMİHAN, NEHORAİ ARYE
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A novel integrated framework for real-time prediction of transient instabilities in power systems with their severity levels using deep learning
SUSTAINABLE ENERGY GRIDS & NETWORKS, Vol. 36, Ocak 2023, s. 12, ISSN: 2352-4677
KESİCİ MERT, MAHDİ MOHAMMED, YASLAN YUSUF, ŞEKER ŞAHİN SERHAT, GENÇ VEYSEL MURAT İSTEMİHAN
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Contingency-based adaptive synthetic data generation to improve transient stability prediction in power systems
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, Vol. 31, No. 11, Kasım 2021, ISSN: 2050-7038
JAFARZADEH SEVDA, YASLAN YUSUF, GENÇ VEYSEL MURAT İSTEMİHAN
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A CNN-Based Post-Contingency Transient Stability Prediction Using Transfer Learning
11th INTERNATIONAL CONFERENCE onELECTRICAL and ELECTRONICS ENGINEERING, 28 Kasım 2019
JAFARZADEH SEVDA,MOARREF NAZANİN,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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