Researcher profile

Cornelio Yáñez-Márquéz

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Improving the Performance of an Associative Classifier in the Context of Class-Imbalanced Classification

    2021 · Electronics

    Class imbalance remains an open problem in pattern recognition, machine learning, and related fields. Many of the state-of-the-art classification algorithms tend to classify all unbalanced dataset patterns by assigning them to a majority class, thus …

  2. Exploring KANs: Theory and Applications for Binary Classification

    2024

    The lack of transparency and clarity in AI decisionmaking poses challenges of ethics and trust. This article presents$K A N$, a class of networks developed by Ziming Liu among other researchers recently based on the …