Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls
Journal of Earthquake Engineering, Vol. 28, Nisan 2024, ISSN: 1363-2469
TAN MEHMET,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP
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Prediction of Load Capacities of Closed- and Open-Ended Piles using Boosting Machine Learning Methods
5th International Conference on New Developments in Soil Mechanics and Geotechnical Engineering, 24 Haziran 2022
KARAKAŞ SEYİDCEM, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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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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An earthquake damage identification approach from VHR image using mathematical morphology and machine learning
Springer Science and Business Media LLC, Vol. 34, Haziran 2022, ISSN: 0941-0643
ALATAŞ ENES OĞUZHAN, TAŞKIN KAYA GÜLŞEN
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COMPARISON OF OBJECT BASED MACHINE LEARNING CLASSIFICATIONS OF PLANETSCOPE AND WORLDVIEW-3 SATELLITE IMAGES FOR LANDUSE / COVER
ISPRS Geospatial Week, 10 Haziran 2019
TUZCU AYLİN,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE
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INVESTIGATION OF INFLUENTIAL PARAMETERS ON ENERGY DISSIPATION CAPACITY OF RC SHEAR WALLS BASED ON MACHINE LEARNING METHODS
6. International Earthquake Engineering and Seismology Conference, 3 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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Machine learning-based predictive models for equivalent damping ratio of RC shear walls
Springer Science and Business Media LLC, Vol. 21, Ocak 2023, ISSN: 1570-761X
YAGHOUBI SHARAREH, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
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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
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AI-Empowered Fast Task Execution Decision for Delay-Sensitive IoT Applications in Edge Computing Networks
IEEE ACCESS, Vol. 11, Ocak 2023, ISSN: 2169-3536
AKKUZU BESTE, BAŞARAN MEHMET, ÇALIK NURULLAH, TEDİK BAŞARAN SEMİHA, DURAK ATA LÜTFİYE, AKKUZU GÜLDE
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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
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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
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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 2022, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, AKATAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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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, Ekim 2023, ISSN: 0733-9364
KOÇ KERİM, BUDAYAN CENK, EKMEKCİOĞLU ÖMER, TOKDEMİR ONUR BEHZAT
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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
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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
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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
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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, No. 10, Ekim 2022, s. 1093-1108, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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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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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
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