由于处理不完整数据的复杂性,已有的选择性分类器大都是针对完整数据的。
Due to the complexity of processing incomplete data, however, most of them deal with complete data.
与清晰情况下相比较,我们所实现的这种算法能够处理模糊数据,对噪音数据和不完整数据有很好的鲁棒性。
Compared with the crisp extension matrix, the proposed method has the capability of handling fuzzy representation and tolerating noisy data or missing data.
它不依赖于数据集之外的附加信息,是处理含有噪声、不精确、不完整数据的有力工具,是一种新的数据挖掘技术。
RS doesn't depend on additional information beyond the data set, which is a potent tool for dealing with vague, imprecise, incomplete and uncertain data, and is a new technology in Data Mining.
提出了一种基于组合智能的入侵检测模型,入侵检测中存在的主要问题是数据特征属性多,以及存在不完整数据问题。
An intrusion detection (ID) model is proposed based on the integrated intelligence. A major problem of ID is that large data characteristic and exists half-baked data.
在现实世界中,不完整数据是广泛存在的,如何从不完整数据中学习贝叶斯网络的参数和结构一个非常实用而有价值的问题。
In the real world, not exact data exist here and there, how to learn the parameters and structure of Bayesian Networks from data is of practical value greatly.
将粗糙集应用于数据挖掘领域,能提高对大型数据库中的不完整数据进行分析和学习的能力,具有广泛的应用前景和实用价值。
Applying rough theory in data mining field can improve the analyzing and learning ability for incomplete data of large database, which has extensive applied prospect and applied value.
将粗糙集应用于数据挖掘领域,能提高对大型数据库中的不完整数据进行分析和学习的能力,具有广泛的应用前景和实用价值。
Applying rough theory in data mining field can improve the analyzing and learning ability for incomplete data of large database, which has extensive applied prospect and applied value.
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