Efrén Mezura‐Montes
3 papers in the PaperMetrix corpus
Papers by this author
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Enhancing Evolutionary Algorithms by Efficient Population Initialization for Constrained Problems
2020
One of the challenges that appear in solving constrained optimization problems is to quickly locate the search areas of interest. Although the initial solutions of any optimization algorithm have a significant effect on its performance, …
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Vehicle Make and Model Recognition as an Open-Set Recognition Problem and New Class Discovery
2023 · Mathematical and Computational Applications
One of the main limitations of traditional neural-network-based classifiers is the assumption that all query data are well represented within their training set. Unfortunately, in real-life scenarios, this is often not the case, and unknown …
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Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation
2024 · IEEE Transactions on Evolutionary Computation
Convolutional neural networks (CNNs) have shown a competitive performance in medical imaging applications, such as image segmentation. However, choosing an existing architecture capable of adapting to a specific dataset is challenging and requires design expertise. …