Classification of Urban Vegetation Utilizing Spectral Indices and DEM with Ensemble Machine Learning Methods
International Journal of Environment and Geoinformatics, Vol. 12, No. 1, Mart 2025, s. 43-53, ISSN: 2148-9173
ATİK ŞAZİYE ÖZGE
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Computer-aided diagnosis in maritime healthcare: review of spinal hernia Machine Learning in Medical Imaging and Computer Vision
LONDRA/İNGİLTERE, 2024, s. 95-115, Institution of Engineering and Technology
PARLAK İSMAİL BURAK,USLUER HASAN BORA,GÜL ÖMER MELİH
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Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls
Journal of Earthquake Engineering, Vol. 28, Nisan 2024, ISSN: 1363-2469
TAN MEHMET,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP
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Localizing structural damage based on auto-regressive with exogenous input model parameters and residuals using a support vector machine based learning approach
Frontiers of Structural and Civil Engineering, Vol. 18, No. 10, Ekim 2024, s. 1492-1506, ISSN: 2095-2430
GÜNEŞ BURCU
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Developing a machine learning-based evaluation system for the recruitment of maritime professionals
Ocean Engineering, Vol. 313, Aralık 2024, ISSN: 0029-8018
GÖLBOL PEKDAŞ İPEK,UFLAZ ESMA,TORNACI FURKAN,ARSLAN ÖZCAN,TURAN OSMAN
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Comparative study of evolutionary machine learning approaches to simulate the rheological characteristics of polybutylene succinate (PBS) utilized for fused deposition modeling (FDM)
Polymer Bulletin, Vol. 81, Aralık 2024, s. 8663-8683, ISSN: 0170-0839
TAYLAN OSMAN,ABDULLAH TURDİMUHAMMAD,BAİK SHEFAA,YILMAZ MUSTAFA TAHSİN,ALİDRİSİ HASSAN M.,QURBAN RAYYAN O.,MELAİBARİ AMMAR ABDULGHANİ,MEMİĆ ADNAN
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Improving somatic exome sequencing performance by biological replicates
BMC BIOINFORMATICS, Vol. 25, No. 1, Ocak 2024, s. 19, ISSN: 1471-2105
CEBECİ YUNUS EMRE,ERTÜRK RUMEYSA ASLIHAN,ERGUN MEHMET ARİF,BAYSAN MEHMET
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Detection of Misinformation Related to Pandemic Diseases using Machine Learning Techniques in Social Media Platforms
EAI Endorsed Transactions on Pervasive Health and Technology, Vol. 10, Haziran 2024, s. 1-20, ISSN: 2411-7145
NAEEM JAVARIA,GÜL ÖMER MELİH,PARLAK İSMAİL BURAK,KARPOUZIS KOSTAS,SALMAN YÜCEL BATU,KADRY SEIFEDINE
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Predicting the rates of photocatalytic hydrogen evolution over cocatalyst-deposited TiO2 using machine learning with active photon flux as a unifying feature
EES Catalysis, Vol. 2, Ocak 2024, s. 612-623, ISSN: 2753-801X
HAGHSHENAS YOUSOF,WONG WEİ PİNG,GUNAWAN DENNY,KHATAEE ALIREZA,KEYİKOĞLU RAMAZAN,RAZMJOU AMİR,KUMAR PRİYANK VİJAYA,TOE CUİ YİNG,MASOOD HASSAN,AMAL ROSE,SETHU VİDHYASAHARAN,TEOH WEY YANG
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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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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Vilnius/LİTVANYA, 9 Eylül 2024
BAŞ SÜMEYYE,KAYA ÜNAL KIYMET,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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Classification of Stochastic Processes with Topological Data Analysis
BAŞARIM2022- 7. Ulusal Yüksek Başarımlı Hesaplama Konferansı, İstanbul/TÜRKİYE, 11 Mayıs 2022
GÜZEL İSMAİL, KAYGUN ATABEY
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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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Comparison of mandibular morphometric parameters in digital panoramic radiography in gender determination using machine learning
Oral Radiology, Vol. 40, Nisan 2024, s. 415-423, ISSN: 0911-6028
PERTEK HANİFE,KAMAŞAK MUSTAFA ERSEL,KOTAN SONER,PERTEK HATİPOĞLU FATMA,HATİPOĞLU ÖMER,KÖSE TAHA EMRE
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Assessment of soil salinity using explainable machine learning methods and Landsat 8 images
International Journal of Applied Earth Observation and Geoinformation, Vol. 130, Haziran 2024, ISSN: 1569-8432
AKSOY SAMET,SERTEL ELİF,ROSCHER RIBANA,TANIK AYŞE GÜL,HAMZEHPOUR NIKOU
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Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls
Journal of Earthquake Engineering, Vol. 28, Nisan 2024, ISSN: 1363-2469
TAN MEHMET,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP
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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, ISSN: 0025-326X
SUNAR AYŞE FİLİZ,DERVİŞOĞLU ADALET,YAĞMUR AYDIN NUR,ATABAY HAKAN,DÖNERTAŞ ASLI
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A GNN Model with Adaptive Weights for Session-Based Recommendation Systems
ICMLT '24: Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 24 Mayıs 2024
ÖZBAY BEGÜM,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification
Journal of Applied Remote Sensing, Vol. 18, No. 4, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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