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Sep, 2024
使用无监督认知进行知识发现
Knowledge Discovery using Unsupervised Cognition
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Alfredo Ibias, Hector Antona, Guillem Ramirez-Miranda, Enric Guinovart
TL;DR
本文针对知识发现中的数据理解和组件关系挖掘问题，提出了一种新的无监督学习算法——无监督认知。通过三种技术实现知识发现，最终目标是区分相关与无关特征，构建提取有意义模式的模型。实验结果表明，所提方法在知识发现上超越了现有的先进技术。
Abstract
Knowledge Discovery
is key to understand and interpret a dataset, as well as to find the underlying relationships between its components. Unsupervised Cognition is a novel
Unsupervised Learning
algorithm that foc
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