Applications for Advanced Machine Learning Methods for Copper Price Forecasting
Global Joint Conference on Industrial Engineering and Its Application Areas, İSTANBUL/TÜRKİYE, 8 Ağustos 2025
ARI EMRE,GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,ÜSTÜNDAĞ ALP
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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, Ocak 2022, ISSN: 1573-062X
EKMEKÇİCOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Machine learning-integrated nonlinear modeling of ductile reinforced concrete shear walls
JOURNAL OF BUILDING ENGINEERING, Vol. 118, No. 114820, Ocak 2026, ISSN: 2352-7102
TAHAEİ YAGHOUBİ SİAMAK,DEĞER ZEYNEP,WALLACE JOHN
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Breast cancer mass classification using machine learning, binary-coded genetic algorithms, and an ensemble of deep transfer learning
The Computer Journal, Vol. 67, No. 3, Mart 2024, s. 1111-1125, ISSN: 1460-2067
TİRYAKİ VOLKAN MÜJDAT, TUTKUN NEDİM
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Classification of Urban Vegetation Utilizing Spectral Indices and DEM with Ensemble Machine Learning Methods
International Journal of Environment and Geoinformatics, Vol. 12, No. 1, Mart 2025, s. 43-53, ISSN: 2148-9173
ATİK ŞAZİYE ÖZGE
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An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms
Informa UK Limited, Vol. 7, No. 1, Ekim 2024, s. 42-62, ISSN: 2573-234X
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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Ensemble Learning Based Stock Market Prediction Enhanced with Sentiment Analysis
International Conference on Intelligent and Fuzzy Systems, Vol. 308, No. 2, 24 Ağustos 2021, s. 446-454
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP, KORKMAZ BUSE SİBEL
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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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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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The Role of Ensemble Deep Learning for Building Extraction from VHR Imagery
International Journal of Engineering and Geosciences, Vol. 10, No. 3, Eylül 2025, s. 352-363, ISSN: 2548-0960
ASLANTAŞ NURAN,BAKIRMAN TOLGA,SELBESOĞLU MAHMUT OĞUZ,BAYRAM BÜLENT
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An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms
Journal of Business Analytics, Vol. 7, Ekim 2023, s. 42-62, ISSN: 2573-234X
SİVRİ MAHMUT SAMİ,ÜSTÜNDAĞ ALP
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Ensemble Learning Based Stock Market Prediction Enhanced with Sentiment Analysis
International Conference on Intelligent and Fuzzy Systems, Vol. 308, No. 2, 24 Ağustos 2021, s. 446-454
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP, KORKMAZ BUSE SİBEL
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Ensemble Based Classifiers Using Dictionary Learning
The 23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), Bratislava Slovakia, 23 Mayıs 2016
TÜYSÜZOĞLU GÖKSU,MOARREF NAZANİN,YASLAN YUSUF
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A comparison study on active learning integrated ensemble approaches in sentiment analysis
Computers and Electrical Engineering, Vol. 57, Ocak 2017, s. 311-323, ISSN: 00457906
ALDOĞAN DENİZ,YASLAN YUSUF
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Biomedical Data Classification Using Supervised Classifiers and Ensemble Based Dictionaries
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), Antalya/TÜRKİYE, 15 Mayıs 2017
TÜYSÜZOĞLU GÖKSU,YASLAN YUSUF
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Improving somatic exome sequencing performance by biological replicates
BMC BIOINFORMATICS, Vol. 25, No. 1, Ocak 2024, s. 19, ISSN: 1471-2105
CEBECİ YUNUS EMRE,ERTÜRK RUMEYSA ASLIHAN,ERGUN MEHMET ARİF,BAYSAN MEHMET
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Fungi or Fatal: Ensemble Learning for Mushroom Edibility Classification in the Wild
Fourteenth International Conference on Image Processing, Theory, Tools & Applications (IPTA 2025), İstanbul/TÜRKİYE, 13 Ekim 2025
DEMİR ZEHRA,ERDEM HAKAN,CENGIZ BATUHAN,TOPAL CİHAN
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Integrating ensemble machine learning and explainable AI for enhanced forest fire susceptibility analysis and risk assessment in Türkiye’s Mediterranean region
Earth Science Informatics, Vol. 17, No. 6, Eylül 2024, s. 5709-5730, ISSN: 1865-0473
TONBUL HASAN
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Object-based Image Classification of Poplar Tree with Ensemble Learning Methods Using Sentinel-2 Imagery
International Symposium on Applied Geoinformatics (ISAG-2019), İstanbul/TÜRKİYE, 7 Kasım 2019
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
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Agricultural Crop Type Mapping Using Object-Based Image Analysis with Advanced Ensemble Learning Algorithms
The 40th Asian Conference on Remote Sensing (ACRS-2019), Daejeon/GÜNEY KORE, 14 Ekim 2019
KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,TONBUL HASAN
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