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03/13/2023
FireRisk: A Remote Sensing Dataset for Fire Risk Assessment with Benchmarks Using Supervised and Self-supervised Learning
In recent decades, wildfires, as widespread and extremely destructive na...
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03/12/2023
DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops
Due to the costly nature of remote sensing image labeling and the large ...
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04/08/2022
Reproducibility and Baseline Reporting for Dynamic Multi-objective Benchmark Problems
Dynamic multi-objective optimization problems (DMOPs) are widely accepte...
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03/02/2022
An Instance Space Analysis of Constrained Multi-Objective Optimization Problems
Multi-objective optimization problems with constraints (CMOPs) are gener...
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12/04/2020
Machine learning with incomplete datasets using multi-objective optimization models
Machine learning techniques have been developed to learn from complete d...
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07/29/2020
Boosting Ant Colony Optimization via Solution Prediction and Machine Learning
This paper introduces an enhanced meta-heuristic (ML-ACO) that combines ...
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02/07/2020