A novel machine learning approach for interpolating seismic velocity and electrical resistivity models for early-stage soil-rock assessment
Earth Science Informatics, Vol. 17, Nisan 2024, ISSN: 1865-0473
DİCK MBUOTİDEM DAVİD,BERY ANDY ANDERSON,OKONNA NSİDİBE NDARAKE,EKANEM KUFRE RİCHARD,BASHİR YASİR,AKİNGBOYE ADEDİBU SUNNY
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Vibration Analysis of FGM Plate: A Hybrid Analytical and Machine Learning
The 3rd International Conference on Applied Mathematics in Engineering (ICAME’24), Balıkesir/TÜRKİYE, 26 Haziran 2024
ÖZDİLEK EMİN EMRE,GÜNDOĞDU EMİRCAN,ÇELİK MURAT,DEMİRKAN EROL
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Machine learning based tomographic image reconstruction technique to detect hollows in wood
Wood Science and Technology, Vol. 58, Temmuz 2024, s. 1491-1516, ISSN: 0043-7719
YILDIZCAN ECEM NUR,ARI MEHMET ERDİ,TUNGA BURCU,GELİR ALİ,KURUL FATİH,AS NUSRET,DÜNDAR TÜRKER
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Extracting Structural Elements From 3D Point Clouds in Indoor Environments via Machine Learning Techniques
IEEE Access, Vol. 12, Ocak 2024, s. 94461-94476, ISSN: 2169-3536
AKSU KORAY,DEMİREL HANDE
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A New Method to Detect Malicious DNS over HTTPS via Feature Reduction
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya/TÜRKİYE, 26 Ekim 2024, s. 754-759, ISSN: 2521-1641
BOZKURT ALİ KEREM,SÖNMEZ SARIKAYA BURCU,AKÖZ HALİL EFE,TAŞPINAR ATABERK,BAHTİYAR ŞERİF
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Various optimized machine learning techniques to predict agricultural commodity prices
Neural Computing and Applications, Vol. 36, Nisan 2024, ISSN: 0941-0643
SARI MURAT,DURAN SERBAY,KUTLU HÜSEYİN,GÜLOĞLU BÜLENT,ATİK ZEHRA
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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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A new non-archimedean metric on persistent homology
COMPUTATIONAL STATISTICS, Vol. 37, No. 4, Ocak 2022, ISSN: 0943-4062
KAYGUN ATABEY,GÜZEL İSMAİL
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Machine learning for design of thin-film nanocomposite membranes
SEPARATION AND PURIFICATION TECHNOLOGY, Vol. 270, Eylül 2021, ISSN: 1383-5866
FETANAT MASOUD, KESHTİARA MOHAMMADALİ, KEYİKOĞLU RAMAZAN, KHATAEE ALI REZA, DAİYAN RAHMAN, RAZMJOU AMİR
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Imbalanced generative sampling of training data for improving quality of machine learning model
Advanced Engineering Informatics, Vol. 62, Ekim 2024, s. 102631, ISSN: 1474-0346
COŞKUN UMUT CAN,DOĞAN KEMAL MERT,GÜNPINAR ERKAN
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Using deep/machine learning to identify patterns and detecting misinformation for pandemics in the post-COVID-19 era Machine Learning in Medical Imaging and Computer Vision
LONDRA/İNGİLTERE, 2024, s. 313-334, Institution of Engineering and Technology
NAEEM JAVARIA,GÜL ÖMER MELİH
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Analysis of the Primary Factors Affecting the Most Fatal Aviation Accidents: A Machine Learning Approach
INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE RESEARCH, BUDVA/KARADAĞ, 8 Eylül 2021, s. 8-8
İNAN TÜZÜN TOLGA, BÜKEÇ CENGİZ MESUT, GÖKMEN İNAN NESLİHAN, TAVACIOĞLU LEYLA
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Using Machine Learning Algorithms for Interpretable Predictions of House Prices and Variable Features
8th International Project and Construction Management Conference, İstanbul/TÜRKİYE, 7 Haziran 2024, s. 63-78
SÖNMEZ NURŞEN,GÜNAYDIN HÜSNÜ MURAT
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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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Predictive transport modelling in polymeric gas separation membranes: From additive contributions to machine learning
Separation and Purification Technology, Vol. 340, Temmuz 2024, ISSN: 1383-5866
VELİOĞLU SADİYE,KARAHAN HÜSEYİN ENİS,ERSOLMAZ ŞERİFE BİRGÜL
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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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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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GPS Spoofing Detection on Autonomous Vehicles with XGBoost
2024 9th International Conference on Computer Science and Engineering (UBMK), Antalya/TÜRKİYE, 26 Ekim 2024, s. 500-505, ISSN: 2521-1641
İŞLEYEN EMRE,BAHTİYAR ŞERİF
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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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Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience
ICMLT '24 9th International Conference on Machine Learning Technologies, 24 Mayıs 2024
ÖZTÜRK SÜMEYYE,ERCAN AHMET BURAK,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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