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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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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Enhanced Embolic Signal Analysis through Ensemble Deep Learning Techniques Utilizing Transfer Learning and Layer Freezing Strategies
Advanced Intelligent Systems, Temmuz 2025, ISSN: 2640-4567
KARADELİ M. İKBAL,CANSIZ BERKE,AYDIN NİZAMETTİN,SERBES GÖRKEM
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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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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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An emboli detection system based on Dual Tree Complex Wavelet Transform and ensemble learning
Applied Soft Computing, Vol. 37, Aralık 2015, s. 87-94, ISSN: 15684946
SERBES GÖRKEM,ŞAKAR BETÜL ERDOĞDU,HALİL ÖZCAN GÜLÇÜR,AYDIN NİZAMETTİN
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Ransomware Detection and Classification using Ensemble Learning: A Random Forest Tree Approach
2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), 26 Ekim 2023
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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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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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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Comparative Analysis of One-Dimensional Regression Techniques
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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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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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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Pixel- and Object-Based ensemble learning for forest burn severity using USGS FIREMON and Mediterranean condition dNBRs in Aegean ecosystem (Turkey)
Advances in Space Research, Vol. 69, No. 10, Mayıs 2022, s. 3609-3632, ISSN: 0273-1177
TONBUL HASAN, ÇÖLKESEN İSMAİL, KAVZOĞLU TAŞKIN
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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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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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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
Journal of Business Analytics, Vol. 7, Ekim 2023, s. 42-62, ISSN: 2573-234X
SİVRİ MAHMUT SAMİ,ÜSTÜNDAĞ ALP
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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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Customer lifetime value prediction for gaming industry: fuzzy clustering based approach
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, Vol. 42, No. 1, Ocak 2022, s. 87-96, ISSN: 1064-1246
TEKİN AHMET TEZCAN, ÇEBİ FERHAN, KAYA TOLGA
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