Breast cancer mass classification using machine learning, binary-coded genetic algorithms, and an ensemble of deep transfer learning
The Computer Journal, Vol. 67, No. 3, Mart 2024, s. 1111-1125, ISSN: 1460-2067
TİRYAKİ VOLKAN MÜJDAT, TUTKUN NEDİM
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Proto diffusion: Classifier-free diffusion guidance with prototype learning
Asian Conference on Machine Learning, Vol. 222, 6 Haziran 2023, s. 106-120
ÜNAL GÖZDE,BAYKAL CAN GÜLÇİN,KARAGOZ HALİL FARUK,BİNHURAİB TAHA
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Scanning strategy learning for electronic support receivers by robust principal component analysis
SPIE 11870, Artificial Intelligence and Machine Learning in Defense Applications III, 12 Eylül 2021
GÜL İSMAİL, ERER IŞIN
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Transfer precipitation learning via patterns of dependency matrix-based machine learning approaches
NEURAL COMPUTING & APPLICATIONS, Vol. 34, No. 24, Ocak 2022, ISSN: 0941-0643
ALTUNKAYNAK ABDÜSSELAM, KÜLLAHCI KÜBRA
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Integratıng Wavelet Decomposıtıon And Stackıng Ensemble Learnıng For Accurate Daıly Raınfall Forecastıng
ICHEAS 4th International Conference On HEALTH, ENGINEERING AND APPLIED Sciences, DUBAİ/BİRLEŞİK ARAP EMİRLİKLERİ, 14 Nisan 2023, s. 603-620
KÜLLAHCI KÜBRA, ALTUNKAYNAK ABDÜSSELAM
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Customized AutoML: An Automated Machine Learning System for Predicting Severity of Construction Accidents
Buildings, Vol. 12, No. 11, Kasım 2022, ISSN: 2075-5309
TOĞAN VEDAT, AYÖZEN YUNUS EMRE, MOSTOFİ FATEMEH, TOKDEMİR ONUR BEHZAT
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Predicting Cost Impacts of Nonconformances in Construction Projects Using Interpretable Machine Learning
Journal of Construction Engineering and Management, Vol. 150, No. 1, Ocak 2024, ISSN: 0733-9364
KOÇ KERİM, BUDAYAN CENK, EKMEKCİOĞLU ÖMER, TOKDEMİR ONUR BEHZAT
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Machine learning driven extended matrix norm method for the solution of large-scale zero-sum matrix games
Journal of Computational Science, Vol. 68, Nisan 2023, ISSN: 1877-7503
İZGİ BURHANEDDİN, ÖZKAYA MURAT, ÜRE NAZIM KEMAL, PERC MATJAZ
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Predicting Accident Outcomes in Cross-Border Pipeline Construction Projects Using Machine Learning Algorithms
Arabian Journal for Science and Engineering, Vol. 48, No. 10, Haziran 2023, s. 13771-13789, ISSN: 2193-567X
MAMMADOV AHMAD, KAZAR GÖKHAN, KOÇ KERİM, TOKDEMİR ONUR BEHZAT
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Risk-Based Completion Cost Overrun Ratio Estimation in Construction Projects Using Machine Learning Classification Algorithms: A Case Study
Buildings, Vol. 14, No. 11, Kasım 2024, s. 1-18, ISSN: 2075-5309
TURKYİLMAZ AYNUR HURRİYET,POLAT TATAR GÜL
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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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Machine learning aided diagnosis of hepatic malignancies through in vivo dielectric measurements with microwaves
PHYSICS IN MEDICINE AND BIOLOGY, Vol. 61, No. 13, Haziran 2016, ISSN: 0031-9155
YILMAZ ABDOLSAHEB TUBA, ÇAYÖREN MEHMET, TUNAOĞLU DORUK, AKDUMAN İBRAHİM, KILIÇ MAHMUT ALP, ERDOĞAN MELİKE, KURTOĞLU İSMAİL, ARIKAN AKİF ENES, KALKAN TUNAYA, ÖZCAN MURAT, YASLAN YUSUF, HÜSEYİN ÇAYÖREN, TEKSÖZ SERKAN, GÜLDEN CANCAN, NURAY KEPİL, ERDAMAR ÇETİN AYŞE SİBEL
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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, Haziran 2022, s. 123-142, ISSN: 1758-2091
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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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, Kasım 2023, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ALTINBAŞ NİCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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Multiclass Classification of Hepatic Anomalies with Dielectric Properties: From Phantom Materials to Rat Hepatic Tissues
SENSORS, Vol. 20, No. 2, Ocak 2020, s. 530, ISSN: -
YILMAZ ABDOLSAHEB TUBA
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Calorific value prediction of coal and its optimization by machine learning based on limited samples in a wide range
Elsevier BV, Vol. 277, No. 127666, Ağustos 2023, ISSN: 0360-5442
BÜYÜKKANBER KAAN, AÇMA HANZADE, YAMAN SERDAR
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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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Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
Urban Water Journal, Vol. 19, Ekim 2022, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Overviewing the Machine Learning Utilization on Groundwater Research Using Bibliometric Analysis
Water, Vol. 17, No. 7, Mart 2025, ISSN: 2073-4441
BAYHAN KAYHAN,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,PHAM QUOC BAO,CHU HONE-JAY
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Measurement and Analysis of In Vivo Microwave Dielectric Properties Collected From Normal, Benign, and Malignant Rat Breast Tissues: Classification Using Supervised Machine Learning Algorithms
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Vol. 73, Ocak 2024, s. 11, ISSN: 0018-9456
PASTACI ÖZSOBACI NURAL,ÖNEMLİ EMRE,AYDINALP CEMANUR,YILMAZ ABDOLSAHEB TUBA
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