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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A multi-dimensional machine learning approach to predict advanced malware
Computer Networks, Vol. 160, Eylül 2019, s. 118-129, ISSN: 1389-1286
BAHTİYAR ŞERİF,YAMAN MEHMET BARIŞ,ALTINİĞNE CAN YILMAZ
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Using machine learning tools for forecasting natural gas consumption in the province of Istanbul
Energy Economics, Vol. 80, Mayıs 2019, s. 937-949, ISSN: 0140-9883
BEYCA ÖMER FARUK,ÇAYIR ERVURAL BEYZANUR,TATOĞLU EKREM,ÖZUYAR PINAR,ZAİM SELİM
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A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification
International Journal of Computational Intelligence Systems, Vol. 14, Ocak 2021, ISSN: 1875-6883
GÜRCAN ÖMER FARUK, BEYCA ÖMER FARUK, DOĞAN ONUR
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An integrated machine learning: Utility theory framework for real-time predictive maintenance in pumping systems
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 235, Ekim 2020, ISSN: 0954-4054
KHORSHEED RAGHAD M,BEYCA ÖMER FARUK
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A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria
Annals of Operations Research, Haziran 2020, ISSN: 0254-5330
YAZICI İBRAHİM,BEYCA ÖMER FARUK,GÜRCAN ÖMER FARUK,ZAİM HALİL,DELEN DURSUN,ZAİM SELİM
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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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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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PREDICTION OF BUILDING ENERGY LOADS BY MACHINE LEARNING – IMPACTS OF PROCESS-RELATED VARIABLES ON PREDICTION
PERFORMANCE
3RD INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS '24, İstanbul/TÜRKİYE, 8 Mayıs 2024
KÖMÜRCÜ DAMLA,EDİS FETHİYE ECEM
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Graph Generation via Temporal-Aware Biased Walks
Transactions on Machine Learning Research, Mayıs 2026, ISSN: 2835-8856
TUGAY RESUL,OLUĞ EREN,AK ELİF,KAYA ÜNAL KIYMET,ÖĞÜDÜCÜ ŞULE
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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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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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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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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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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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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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