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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Development of multi-model ensembles using tree-based machine learning methods to assess the future renewable energy potential: case of the East Thrace, Turkey
Environmental Science and Pollution Research, Temmuz 2023, ISSN: 1614-7499
GÜVEN DENİZHAN
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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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Demand Forecasting in Pharmaceutical Industry Under Covid-19 Pandemic Conditions by Machine Learning and Time Series Analysis
INFUS 2023- International Conference on Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 157-165
TAŞ İREM, SATOĞLU ŞULE ITIR
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Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches
2023 IEEE International Geoscience and Remote Sensing Symposium, Pasedana/AMERİKA BİRLEŞİK DEVLETLERİ, 16 Temmuz 2023
AKSOY SAMET, ZUHTER HASAN AL SHWAYYAT SHOUQ, TOPGÜL ŞULE NUR, SERTEL ELİF, ÜNSALAN CEM, SOLO JARI, HOLMSTRÖM ANTON, WALLERMAN JÖRGEN, NİLSSON MATS, FRANSSON JOHAN
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PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
Informa UK Limited, Vol. 17, Nisan 2023, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
Entropy, Vol. 24, No. 11, Kasım 2022, ISSN: 1099-4300
YÜCEL MERİÇ, BAGİS SERDAR, SERTBAŞ AHMET, ÜSTÜNDAĞ BURAK BERK
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Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging
Public Library of Science (PLoS), Vol. 18, Ocak 2023, ISSN: 1932-6203
DURSUN DEMİR GİZEM, DUNJA BİJELİC, AYŞİT NEŞE, KURT VATANDAŞLAR BURCU, RADENOVİC LİDİJA, ÇAPAR ABDULKERİM, KERMAN BİLAL ERSEN, PAVLE R ANDJUS, KORENİC ANDREJ, ÖZKAYA UFUK
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Evaluation of the Effects of Noise and Sampling Rate on Detection of High Impedance Fault with Machine Learning Methods on the Distribution System
Proceedings - 2023 IEEE PES GTD International Conference and Exposition, GTD 2023, İstanbul/TÜRKİYE, 22 Mayıs 2023
İLHAN SUAT, SOYKAN GÜRKAN, BAHARÖZÜ EREM
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Exploiting Sparsity Recovery for Compressive Spectrum Sensing: A Machine Learning Approach
IEEE Access, Vol. 7, Nisan 2019, s. 126098-126110, ISSN: 2169-3536
NAZZAL MAHMOUD,EKTİ ALİ RIZA,GÖRÇİN ALİ,ARSLAN HÜSEYİN
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
INTERNATIONAL JOURNAL OF GEOTECHNICAL ENGINEERING, Vol. 17, No. 4, Ocak 2023, s. 15-407, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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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, Nisan 2023, ISSN: 1877-7503
İZGİ BURHANEDDİN, ÖZKAYA MURAT, ÜRE NAZIM KEMAL, PERC MATJAZ
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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
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Analysing the determinants of the Turkish household electricity consumption using gradient boosting regression tree
Energy for Sustainable Development, Vol. 77, Aralık 2023, ISSN: 0973-0826
GÜVEN DENİZHAN, KAYALICA MEHMET ÖZGÜR
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Calorific value prediction of coal and its optimization by machine learning based on limited samples in a wide range
Energy, Vol. 277, Ağustos 2023, s. 127666, ISSN: 0360-5442
BÜYÜKKANBER KAAN, AÇMA HANZADE, YAMAN SERDAR
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A survey of applications of artificial intelligence and machine learning in future mobile networks-enabled systems
Elsevier BV, Vol. 44, Ağustos 2023, ISSN: 2215-0986
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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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, Ocak 2023, s. 18, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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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, Ağustos 2023, ISSN: 0360-5442
BÜYÜKKANBER KAAN, AÇMA HANZADE, YAMAN SERDAR
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A Machine Learning Approach for the Prediction of Solid Fuels Consumption in Turkey
18th International Conference on Environmental Science and Technology CEST 2023, Athens/YUNANİSTAN, 30 Ağustos 2023
ÇELİK NURİ, KONYALIOĞLU AZİZ KEMAL
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