Analysis of Augmentation Methods for RF Fingerprinting under Impaired Channels
2022 ACM Workshop on Wireless Security and Machine Learning (WiSeML), SAN ANTONIO/AMERİKA BİRLEŞİK DEVLETLERİ, 19 Mayıs 2022, s. 3-8
CÖMERT CEREN, KULHANDJIAN MICHEL, GÜL ÖMER MELİH, TOUAZI AZZEDINE, ELLEMENT CLIFF, KANTARCI BURAK, D'AMOURS CLAUDE
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Blockchain-enabled Internet of Things (IoTs) platforms for vehicle sensing and transportation monitoring Machine Learning, Blockchain Technologies and Big Data Analytics for IoTs: Methods, technologies and applications
LONDRA/İNGİLTERE, 2022, s. 351-373, The Institution of Engineering and Technology (IET)
GÜL ÖMER MELİH
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Analysing the Determinants of Surface Solar Radiation with Tree-Based Machine Learning Methods: Case of Istanbul
Pure and Applied Geophysics, Nisan 2024, ISSN: 0033-4553
GÜVEN DENİZHAN
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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 RİBANA,TANIK AYŞE GÜL,HAMZEHPOUR NIKOU
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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
THEORETICAL AND APPLIED CLIMATOLOGY, Vol. 151, Ocak 2023, s. 18, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods
Springer Science and Business Media LLC, Vol. 36, Ocak 2024, s. 697-715, ISSN: 0941-0643
KARAKAŞ SEYİDCEM,TAŞKIN KAYA GÜLŞEN,ÜLKER MEHMET BARIŞ CAN
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Effluent parameters prediction of a biological nutrient removal (BNR) process using different machine learning methods: A case study
Journal of Environmental Management, Vol. 351, Şubat 2024, s. 119899, ISSN: 0301-4797
MANAV DEMİR NESLİHAN, GELGOR HUSEYİN BARAN, ÖZ ERSOY, İLHAN FATİH, ULUCAN-ALTUNTAS KÜBRA, TİWARY ABHİSHEK, DEBİK EYÜP
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Comparison of machine learning regression methods for mass real estate valuation
The 7th Intercontinental Geoinformation Days (IGD), Peshawar/PAKİSTAN, 18 Kasım 2023, s. 106-110
SAĞLAM BATUHAN KAMİL, METE MUHAMMED OĞUZHAN, ÖZERMAN MEHMET UFUK, ALKAN REHA METİN
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Enhancing Travel Experience: Predicting Flight Delays for Informed Journey Planning
International Journal of Applied Methods in Electronics and Computers, Vol. 12, No. 2, Haziran 2024, s. 40-47, ISSN: 2147-8228
ERGÜN ESMA,TUNA SÜHA
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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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Machine learning approaches to quantitatively predict selectivity of compounds against HDAC1 and HDAC6 isoforms
8th International Bau Drug Design Congress: Novel Methods and Emerging Targets in Drug Discovery and Patented Drug Development, İstanbul/TÜRKİYE, 15 Aralık 2022
DOĞAN BERNA
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Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis
Computer Methods in Applied Mechanics and Engineering, Vol. 388, Ocak 2022, ISSN: 0045-7825
LUO CHANGQİ,KESHTEGAR BEHROOZ,ZHU SHUN PENG,TAYLAN OSMAN,NİU XİAO-PENG
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Early Prediction in Classification of Cardiovascular Diseases with Machine Learning, Neuro-Fuzzy and Statistical Methods
Biology, Vol. 12, Ocak 2023, s. 1-31, ISSN: 2079-7737
TAYLAN OSMAN,S. ALKABAA ABDULAZİZ,PAMUKÇU ESRA,LEVİA VİCTOR
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Comparative Effectiveness of Classification Algorithms in Predicting Diabetes
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Applications for Advanced Machine Learning Methods for Copper Price Forecasting
Global Joint Conference on Industrial Engineering and Its Application Areas, İSTANBUL/TÜRKİYE, 8 Ağustos 2025
ARI EMRE,GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,ÜSTÜNDAĞ ALP
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Physics-informed machine learning model for predicting the displacement demands of structures: Insights from the 2023 Kahramanmaraş Earthquakes
10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2025), Rodos/YUNANİSTAN, 15 Haziran 2025, s. 219-228
ÇALIM FURKAN,GÜLLÜ AHMET,YÜKSEL ERCAN
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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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Determining the water level fluctuations of Lake Van through the integrated machine learning methods
International Journal of Global Warming, Vol. 27, No. 2, Ocak 2022, s. 123-142, ISSN: 1758-2083
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Integrating Feature Engineering, Genetic Algorithm and Tree-Based Machine Learning Methods to Predict the Post-Accident Disability Status of Construction Workers
Automation in Construction, Vol. 131, Kasım 2021, s. 103896-103896, ISSN: 0926-5805
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Emotion Recognition via Galvanic Skin Response: Comparison of Machine Learning Algorithms and Feature Extraction Methods
ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, Vol. 17, No. 1, Ocak 2017, s. 3129-3136, ISSN: 1303-0914
AYATA DEĞER,YASLAN YUSUF,KAMAŞAK MUSTAFA ERSEL
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