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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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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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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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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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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Classification of poplar trees with object-based ensemble learning algorithms using Sentinel-2A imagery
Journal of Geodetic Science, Vol. 10, No. 1, Mayıs 2020, s. 14-22, ISSN: 2081-9943
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
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Multi-seasonal evaluation of hybrid poplar (P. Deltoides) plantations using Worldview-3 imagery and State-Of-The-Art ensemble learning algorithms
Advances in Space Research, Vol. 71, No. 7, Nisan 2023, s. 3022-3044, ISSN: 0273-1177
ÇÖLKESEN İSMAİL, KAVZOĞLU TAŞKIN, ATEŞOĞLU AYHAN, TONBUL HASAN, ÖZTÜRK MUHAMMED YUSUF
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