Search alternatives:
based optimization » whale optimization (Expand Search)
model optimization » codon optimization (Expand Search), global optimization (Expand Search), wolf optimization (Expand Search)
binary marker » binary mask (Expand Search)
marker based » cancer based (Expand Search), paper based (Expand Search), water based (Expand Search)
final target » viral target (Expand Search), single target (Expand Search), visual target (Expand Search)
target model » target dose (Expand Search)
based optimization » whale optimization (Expand Search)
model optimization » codon optimization (Expand Search), global optimization (Expand Search), wolf optimization (Expand Search)
binary marker » binary mask (Expand Search)
marker based » cancer based (Expand Search), paper based (Expand Search), water based (Expand Search)
final target » viral target (Expand Search), single target (Expand Search), visual target (Expand Search)
target model » target dose (Expand Search)
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Experimental comparisons of single category indexes under different algorithms.
Published 2021Subjects: -
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Hyperparameter optimization results.
Published 2025“…In this study, the hybrid model CMNS-YOLO, which combines the crawfish optimization algorithm with the MNS-YOLO model, is proposed to achieve the ultimate detection accuracy. …”
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Comparison of annotation precision for single category labels using different algorithms.
Published 2021Subjects: -
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ROC and PR curve of the final model trained using the complete training set.
Published 2022Subjects: -
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General structure of COA optimized MNS-YOLO.
Published 2025“…In this study, the hybrid model CMNS-YOLO, which combines the crawfish optimization algorithm with the MNS-YOLO model, is proposed to achieve the ultimate detection accuracy. …”
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Model comparison experiment.
Published 2025“…In this study, the hybrid model CMNS-YOLO, which combines the crawfish optimization algorithm with the MNS-YOLO model, is proposed to achieve the ultimate detection accuracy. …”
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Performance of COA on different models.
Published 2025“…In this study, the hybrid model CMNS-YOLO, which combines the crawfish optimization algorithm with the MNS-YOLO model, is proposed to achieve the ultimate detection accuracy. …”
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I-NSGA-II-RF algorithm.
Published 2023“…The integrated information initialization population of two filtered feature selection methods is used to optimize the I-NSGA-II algorithm, using multiple chromosome hybrid coding to synchronously select features and optimize model parameters. …”