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Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning
2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023, Wuhan/ÇİN HALK CUMHURİYETİ, 25 Temmuz 2023
AKTAŞ AYDA FITRIYE, ÜSTÜNDAĞ BURAK BERK
Burak Berk Üstündağ Tam metin bildiri
Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
ENTROPY, Vol. 24, No. 11, Ocak 2022, s. 1678, ISSN: 1099-4300
YÜCEL MERİÇ, BAGIS SERDAR, SERTBAŞ AHMET, SARIKAYA MEHMET, ÜSTÜNDAĞ BURAK BERK
Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
Gülşen Taşkın Kaya Özgün Makale
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
Burhaneddin İzgi Özgün Makale
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
Onur Behzat Tokdemir Özgün Makale
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
Gül Polat Tatar Özgün Makale
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
Onur Behzat Tokdemir Özgün Makale
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
Onur Behzat Tokdemir Özgün Makale
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
Adalet Dervişoğlu Özgün Makale
Machine Learning with Distributed Data Management and Process Architecture
4rd International Conference on Computer Science and Engineering (UBMK2019), Samsun/TÜRKİYE, 11 Eylül 2019, s. 1-5
BAYSAL ENGİN, BAYILMIŞ CÜNEYT
Engin Baysal Tam metin bildiri
Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
Urban Water Journal, Vol. 19, No. 10, Ekim 2022, s. 1093-1108, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
Ömer Ekmekcioğlu Özgün Makale
Accident prediction in construction using hybrid wavelet-machine learning
Automation in Construction, Vol. 133, Ocak 2022, s. 103987-103987, ISSN: 0926-5805
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
Ömer Ekmekcioğlu Özgün Makale
Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods
Engineering, Construction and Architectural Management, Haziran 2022, ISSN: 0969-9988
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
Ömer Ekmekcioğlu Özgün Makale
Predicting Cost Impacts of Nonconformances in Construction Projects Using Interpretable Machine Learning
Journal of Construction Engineering and Management, Vol. 150, No. 1, Ekim 2023, ISSN: 0733-9364
KOÇ KERİM, BUDAYAN CENK, EKMEKCİOĞLU ÖMER, TOKDEMİR ONUR BEHZAT
Ömer Ekmekcioğlu Özgün Makale
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
Ömer Ekmekcioğlu Özgün Makale
Coupling Different Machine Learning and Meta-Heuristic Optimization Techniques to Generate the Snow Avalanche Susceptibility Map in the French Alps
Water, Vol. 16, Kasım 2024, ISSN: 2073-4441
KAYHAN ENES CAN,EKMEKCİOĞLU ÖMER
Ömer Ekmekcioğlu Özgün Makale
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
Ömer Ekmekcioğlu Özgün Makale
Prediction of the Electricity Consumption of Turkey by Using Machine Learning Methods
INTERNATIONAL CONGRESS OF ENERGY ECONOMY AND SECURITY (ENSCON, 2018), İstanbul/TÜRKİYE, 21 Nisan 2018
BAŞAKIN EYYUP ENSAR, SARI SALİM SERCAN, EKMEKCİOĞLU ÖMER
Ömer Ekmekcioğlu Özet Bildiri
A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
Theoretical and Applied Climatology, Vol. 151, Kasım 2022, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, AKATAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
Ömer Ekmekcioğlu Özgün Makale
Prediction of Air Pollution by Machine Learning Methods
3rd International UNIDOKAP Black Sea Symposium Sustainable Agriculture and Environment, Tokat/TÜRKİYE, 21 Haziran 2019
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, KARTAL ELİF, ÖZGER MEHMET
Ömer Ekmekcioğlu Özet Bildiri

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