Forecasting Crude Oil Market Volatility with High Dimensional Features: A Machine Learning Application with Stacking
The Journal of Energy Markets, Ocak 2025, ISSN: 1756-3615
GÖNCÜ AHMET,KUZUBAŞ TOLGA UMUT
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Predicting the creep behavior of thermoset polymers using machine learning techniques
Polymer Bulletin, Vol. 82, Temmuz 2025, ISSN: 0170-0839
ÇAKIR YÜKSEL
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Recent Hybrid Machine Learning Approaches in Wind Speed Forecasting—A Review
Journal of Economic Surveys, Temmuz 2025, ISSN: 0950-0804
KAHVECİ UĞUR BERKAY,BARUTÇU BURAK
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Predictive Modeling of Non-Routine Workloads in Aircraft Maintenance with Machine Learning
4th International Graduate Symposium, İstanbul/TÜRKİYE, 12 Mayıs 2025
GÜÇLÜ TALHA,ERGÜN MEHMET ALİ
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DeepEMS: Multimodal optimal energy management of microgrid systems based on a hybrid multi‐stage machine learning model
The Journal of Engineering, Vol. 2024, Ekim 2024, ISSN: 2051-3305
HASHEMZADEH FARZAD
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Enhancing RFI management in construction through machine learning-driven predictive models
Smart and Sustainable Built Environment, Eylül 2025, ISSN: 2046-6099
YILMAZ NEZİHA,ERGEN PEHLEVAN ESİN,ÇITIPITIOĞLU AHMET MUHTAR
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QCPINN: quantum-classical physics-informed neural networks for solving PDEs
Machine Learning: Science and Technology, Vol. 6, Kasım 2025, ISSN: 2632-2153
ÇELEBİ MUSTAFA SERDAR,FAREA AFRAH,KHAN SAİFUL
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Machine Learning-based Crop Yield Prediction by Data Augmentation
2024 32nd Signal Processing and Communications Applications Conference (SIU), 15 Mayıs 2024
ERTEN ESRA,KAYABOL KORAY
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Explainable AI for Earth observation: current methods, open challenges, and opportunities Advances in Machine Learning and Image Analysis for GeoAI
2024, ScienceDirect
TAŞKIN KAYA GÜLŞEN,APTOULA ERCHAN,ERTÜRK ALP
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Feature selection by machine learning models to identify the public’s changing priorities during the COVID-19 pandemic
IOS Press, Vol. 14, Eylül 2022, ISSN: 1876-1364
MENGÜÇ KENAN, AYDIN NEZİR
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Accelerating Molecular Docking using Machine Learning Methods
Molecular Informatics, Vol. 43, Haziran 2024, ISSN: 1868-1743
BANDE ABDULSALAM YAZİD,BADAY SEFER
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Respiratory sound-base disease classification and characterization with deep/machine learning techniques
Biomedical Signal Processing and Control, Vol. 87, Ocak 2024, ISSN: 1746-8094
ERGEN ONUR
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Optimizing Backup Crew Planning in Airlines Using Machine Learning
2024 POMS International Conference, İstanbul/TÜRKİYE, 25 Haziran 2024
BARAÇLI ŞÜHEDA,ULUKUŞ MEHMET YASİN
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Machine Learning Based DGA Detection for Financial Systems
Akademik Bilişim 2024, İstanbul/TÜRKİYE, 22 Şubat 2024
GÜLSERLİLER EGEMEN,ÖZGEN BURAK,BAHTİYAR ŞERİF
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Meta continual learning on graphs with experience replay
Transactions on Machine Learning Research, Ocak 2024, ISSN: 2835-8856
ÜNAL ALTAY,AKGÜL ABDULLAH,KANDEMİR MELİH,ÜNAL GÖZDE
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GNSS Time Series Analysis with Machine Learning Algorithms: A Case Study for Anatolia
Remote Sensing, Vol. 16, No. 17, Eylül 2024, ISSN: 2072-4292
ÖZBEY VOLKAN,ERGİNTAV SEMİH,TARI ERGİN
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Extracting Structural Elements From 3D Point Clouds in Indoor Environments via Machine Learning Techniques
IEEE Access, Vol. 12, Temmuz 2024, ISSN: 2169-3536
AKSU KORAY,DEMİREL HANDE
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Geochemical characteristics and mapping of Reşadiye (Tokat-Türkiye) bentonite deposits using machine learning and sub-pixel mixture algorithms
Geochemistry, Vol. 84, Kasım 2024, ISSN: 0009-2819
CANBAZ OKTAY,KARAMAN MUHİTTİN
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Stock Price Prediction: Fuzzy Clustering-Based Approach Encyclopedia of Data Science and Machine Learning
2023, s. 1841-1846, IGI Global
TEKİN AHMET TEZCAN, KAYA TOLGA, ÇEBİ FERHAN
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A novel machine-learning based prediction model for ship manoeuvring emissions by using bridge simulator
Ocean Engineering, Vol. 291, Ocak 2024, ISSN: 0029-8018
ŞENOL YUNUS EMRE, SEYHAN ALPER
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