Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer
The British Journal of Radiology, Vol. 94, Ocak 2021, ISSN: 0007-1285
HUMBERT-VİDAN LAİA, PATEL VİNOD, ÖKSÜZ İLKAY, KİNG ANDREW P., RBANO TERESA GUERRERO U
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A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology
IEEE Transactions on Pattern Analysis and Machine Intelligence, Eylül 2021, ISSN: 1939-3539
CLOUGH JAMES R., BYRNE NİCHOLAS, ÖKSÜZ İLKAY, ZİMMER VERONİKA A., SCHNABEL JULİA A., KİNG ANDREW P.
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Fully Automated, Quality-Controlled Cardiac Analysis From CMR Validation and Large-Scale Application to Characterize Cardiac Function
JACC-CARDIOVASCULAR IMAGING, Vol. 13, No. 3, Mart 2020, s. 684-695, ISSN: 1936-878X
RUİJSİNK BRAM,PUYOL-ANTON ESTHER,ÖKSÜZ İLKAY,SİNCLAİR MATTHEW,BAİ WENJİA,SCHNABEL JULİA A.,RAZAVİ REZA,KİNG ANDREW P.
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Paddy Rice Phenology Classification Based on Machine Learning Methods Using Multitemporal Co Polar X Band SAR Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 6, Haziran 2016, s. 2509-2519, ISSN: 1939-1404
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
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Prediction of Adhesion Strength Using Extreme Learning Machine and Support Vector Regression Optimized with Genetic Algorithm
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Vol. 45, No. 8, Ağustos 2020, s. 6985-7004, ISSN: 2193-567X
HAZIR ENDER,ÖZCAN TUNCAY,KOÇ KÜÇÜK HÜSEYİN
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DIAGNOSIS OF DIABETES MELLITUS USING STATISTICAL METHODS AND MACHINE LEARNING ALGORITHMS
Sigma Journal of Engineering and Natural Sciences, Vol. 36, No. 4, Aralık 2018, s. 1265-1282, ISSN: 1304-7191
PEKEL EBRU,ÖZCAN TUNCAY
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Total Quality Management through Defect Detection in Manufacturing Processes Using Machine Learning Algorithms
International Symposium for Production Research 2019, ISPR’2019, Viyana Avusturya, 28 Ağustos 2019
KAHYA ALMİRA SELİN,ŞİŞMANOĞLU SELİN,ERÇİN ZEYNEP,CAMGÖZ AKDAĞ HATİCE
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High performance machine learning system based on predictive error compensation network and the associated device
Patent No: WO2023113729A1, Patent Sınıfı: G06N, 2023
BURAK BERK ÜSTÜNDAĞ; ,ALPER CEM YILMAZ,AJLA KULAGLIC
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Design of an emotion recognition system using machine learning for maritime operations: Development of a cognitive interface with psychophysiological data analysis
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2024
ABBAS ALIPANAH KORDLAR
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Design of an emotion recognition system using machine learning for maritime operations: Development of a cognitive interface with psychophysiological data analysis
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2024
ABBAS ALIPANAH KORDLAR
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Predictive modeling of non-routine maintenance workload in aircraft operations: a task card-level approach using real mro data and machine learning
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2025
TALHA GÜÇLÜ
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Drought Monitoring and Analysis: A Multi-Source Data and Machine Learning-Based
Approach
46th Asian Conference on Remote Sensing (ACRS-2025), Makassar/ENDONEZYA, 27 Ekim 2025
SUKKAR ABDULLAH,ÖZTÜRK OZAN,ŞEKER DURSUN ZAFER
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Combining molecular docking, molecular dynamics and machine learning approaches in an active
learning scheme
Joint 50th Congress of the Physical Chemistry Division of the Società Chimica Italiana and the 5th European Conference on Physical Chemistry (, Pisa/İTALYA, 29 Haziran 2025
DOĞAN BERNA,ÖZÖNDER ŞENER,AVŞAR TİMUÇİN,DURDAĞI SERDAR
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Classification and Prediction of Blast-Induced Flyrock Distance Using
Machine Learning Methods
14'th International Symposium on Rock Fragmentation by Blasting, Antalya/TÜRKİYE, 7 Nisan 2025, s. 181-186
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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Prediction of flyrock distances using XGBoost machine
learning method
13th EFEE World Conference on Explosives and Blasting, Krakow/POLONYA, 20 Eylül 2025, s. 315-324
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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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, No. 114218, Ocak 2022, ISSN: 0045-7825
LUO CHANGQ,KESHTEGAR BEHROOZ,TAYLAN OSMAN,ZHU SHUN PENG,NİU XİAO-PENG
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Decision process: A stakeholder-oriented video conferencing software selection in sustainable distance education Decision-Making Models
A Perspective of Fuzzy Logic and Machine Learning
2024, Academic Press
YILMAZ HÜLYA,KARADAYI USTA SALİHA,YANIK ÖZBAY SEDA,KAHRAMAN CENGİZ
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Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days (IGD), 20 Haziran 2022
ARIKAN CEYDA NUR,TÜMER İLAY NUR,AKSOY SAMET,SERTEL ELİF
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METADATA EXTRACTION OF RFIS USING NATURAL LANGUAGE PROCESSING AND MACHINE LEARNING ALGORITHMS
2024 European Conference on Computing in Construction, Hanya (Girit)/YUNANİSTAN, 14 Temmuz 2024
ÖZOĞUL CEYHUN,ERGEN PEHLEVAN ESİN
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Performance Evaluation of Routing Protocols in Vehicular Ad-Hoc Networks for Highway Scenarios
2024 IEEE International Conference on Big Data & Machine Learning (ICBDML), Bhopal/HİNDİSTAN, 24 Şubat 2024, s. 257-264
DAEL FARES ABDULHAFIDH DERHEM,AMRAN MOHAMMED A.,SHAYEA IBRAHEEM ABDULLAH MOHAMMED,RZAYEVA LEİLA
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