Derya Birant

Akademik Profiller

1. 1
   Balanced Hoeffding Tree Forest (BHTF): A Novel Multi-Label Classification with Oversampling and Undersampling Techniques for Failure Mode Diagnosis in Predictive MaintenanceMathematics
   2025
2. 2
   Ordinal Random Tree with Rank-Oriented Feature Selection (ORT-ROFS): A Novel Approach for the Prediction of Road Traffic Accident SeverityMathematics
   2025
3. 3
   An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree With Ordinal Noise Filtering and Feature Selection (RTONF)IEEE Access
   2025
4. 4
   Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification PerformanceIEEE Access
   2025
5. 5
   A New Predictive Method for Classification Tasks in Machine Learning: Multi-Class Multi-Label Logistic Model Tree (MMLMT)Mathematics
   2024
6. 6
   A Novel Hybrid Model (EMD-TI-LSTM) for Enhanced Financial Forecasting with Machine LearningMathematics
   2024
7. 7
   Federated Multi-Label Learning (FMLL): Innovative Method for Classification Tasks in Animal ScienceAnimals
   2024
8. 8
   Machine Learning Model Development to Predict Power Outage Duration (POD): A Case Study for Electric UtilitiesSensors
   2024
9. 9
   A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD)Entropy
   2024
10. 10
    Potato Plant Leaf Disease Detection Using Deep Learning MethodTarım Bilimleri Dergisi
    2023

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