Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data
Advances in Space Research, Vol. 69, No. 2, Ocak 2022, s. 1072-1086, ISSN: 0273-1177
AKSOY SAMET, YILDIRIM AYLİN, GORJİ TAHA, HAMZEHPOUR NİKOU, TANIK AYŞE GÜL, SERTEL ELİF
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Adaptive planning for Markov decision processes with uncertain transition models via incremental feature dependency discovery
European Conference on Machine Learning and Knowledge Discovery in Databases, 24 Eylül 2012
ÜRE NAZIM KEMAL,ALBORZ GERAMIFARD,GIRISH CHOWDHARY,JONATHAN HOW
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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, Ağustos 2021, s. 103896-103896, 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, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, AKATAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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Tree-based nonlinear ensemble technique to predict energy dissipation in stepped spillways
European Journal of Environmental and Civil Engineering, Vol. 26, No. 6, Ağustos 2022, s. 3547-3565, ISSN: 1964-8189
EKMEKCİOĞLU ÖMER,BAŞAKIN EYYUP ENSAR,ÖZGER MEHMET
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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, Ekim 2022, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Customer Churn Prediction in FMCG Sector Using Machine Learning Application
8th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2021 held in conjunction with International Joint Conference on Artificial Intelligence, IJCAI 2020,, Yokohama/JAPONYA, Vol. 1, No. 1, 7 Ocak 2021
GÜNESEN S. NAZLI, ŞEN NECİP, YILDIRIM NİHAN, KAYA TOLGA
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A Machine Learning-Based Decision Support System Design for Restraining Orders in Turkey
2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), Online/İSPANYA, Vol. 1, 12 Temmuz 2021, s. 1520-1525, ISSN: 0730-3157
AY HÜSEYİN UMUTCAN, ÖNER ALİME AYSU, YILDIRIM NİHAN, KAYA TOLGA
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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, Ocak 2022, ISSN: 1758-2083
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Drought analysis with machine learning methods
Pamukkale University Journal of Engineering Sciences, Vol. 25, No. 8, Aralık 2019, s. 985-991, ISSN: 2147-5881
BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,ÖZGER MEHMET
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In-plane and out-of-plane bending moments and local stresses in mooring chain links using machine learning technique
International Journal of Naval Architecture and Ocean Engineering, Vol. 13, Ocak 2021, ISSN: 2092-6782
TAYYAR GÖKHAN TANSEL, CHOUNG JOONMO, LEE JAE-BİN
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Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days, 20 Haziran 2022
AKSOY SAMET, ARIKAN CEYDA NUR, TÜMER İLAY NUR, SERTEL ELİF
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Wide Area Measurement-based Transient Stability Prediction using Long Short-Term Memory Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 159
SANER CAN BERK,KESİCİ MERT,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 184-188
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Probabilistic dynamic security assessment of large power systems using machine learning algorithms
Turkish Journal of Electrical Engineering & Computer Sciences, 2018
S. JAFARZADEH, V. M. I. GENC
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A Novel Energy Saving and Power Production System Performance Analysis in Marine Power Plant Using Waste Heat
The Eighth International Conference on Machine Learning and Applications (ICMLA 2009), Miami/AMERİKA BİRLEŞİK DEVLETLERİ, 13 Aralık 2009, s. 751-754
DURMUŞOĞLU YALÇIN,SATIR TANZER,DENİZ CENGİZ,KILIÇ ALPER
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Probabilistic dynamic security assessment of large power systems using machine learning algorithms
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 26, No. 3, Mayıs 2018, s. 1479-1490, ISSN: 1300-0632
JAFARZADEH SEVDA,GENÇ VEYSEL MURAT İSTEMİHAN
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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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Back Propagation Neural Network based Classification for Electric Motors Machine Learning, Energy and Industrial Applications in Technology and Engineering Sciences
Ankara/TÜRKİYE, 2021, s. 51-80, İksad Publishing House
GHORBAN ZADEH BADELİ MİNA, BAYRAM KARA DUYGU
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Machine learning aided diagnosis of hepatic malignancies through in vivo dielectric measurements with microwaves
Physics in Medicine and Biology, Vol. 61, No. 13, Temmuz 2016, s. 5089-5102, ISSN: 0031-9155
YİLMAZ TUBA,KILIÇ MAHMUT ALP,ERDOĞAN MELİKE,ÇAYÖREN MEHMET,TUNAOĞLU DORUK,KURTOĞLU İSMAİL,YASLAN YUSUF,ÇAYÖREN HÜSEYİN,ARIKAN AKİF ENES,TEKSÖZ SERKAN,CANDAN GÜLDEN,KEPİL NURAY,ERDAMAR ÇETİN AYŞE SİBEL,ÖZCAN MURAT,AKDUMAN İBRAHİM,KALKAN TUNAYA
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