XAI-Driven feature reduction for improved agricultural yield prediction
- 25 February 2026
- journal article
- research article
- Published by Springer Nature in Multimedia Tools and Applications
- Vol. 85 (3) , 182
Abstract
No abstract availableKeywords
This publication has 15 references indexed in Scilit:
- Crop Classification and Yield Prediction Using Robust Machine Learning Models for Agricultural SustainabilityIEEE Access, 2024
- Game analysis of future rice yield changes in China based on explainable machine-learning and planting date optimizationField Crops Research, 2024
- Improving Plant Disease Classification With Deep-Learning-Based Prediction Model Using Explainable Artificial IntelligenceIEEE Access, 2024
- AI Explainable for Forecasting Crop Production Affected by Weather2024
- Enhancing corn quality prediction: Variable selection and explainable AI in spectroscopic analysisSmart Agricultural Technology, 2024
- Explainable Artificial Intelligence Model for Predictive Maintenance in Smart Agricultural FacilitiesIEEE Access, 2024
- Tomato Health Monitoring System: Tomato Classification, Detection, and Counting System Based on YOLOv8 Model With Explainable MobileNet Models Using Grad-CAM++IEEE Access, 2024
- A study and comparison of deep learning based potato leaf disease detection and classification techniques using explainable AIMultimedia Tools and Applications, 2023
- Crop yield prediction via explainable AI and interpretable machine learning: Dangers of black box models for evaluating climate change impacts on crop yieldAgricultural and Forest Meteorology, 2023
- Interpretability of deep learning models for crop yield forecastingComputers and Electronics in Agriculture, 2023