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- KDD99的属性约简,国外高人写的代码。-KDD99 of attribute reduction, foreign Gaoren to write code.
192010k-average
- kmeans均值聚类算法:一种改进的基于半监督聚类的入侵检测算法ASCID(Active-learning Semi-supervised Clustering Intrusion Detection),-kmeans clustering algorithm Algorithm was simulated by KDD 99 datasets, which the experimental results demonstrate that ASCID algorithm can impro
Apriori
- Aprior算法在matlab中的算法。编程语言为C++。APPRIOR算法是关联规则的一种算法-Aprior anology in kdd
Intrusion-Detection
- The problem of intrusion detection has been studied and received a lot of attention in machine learning and data mining in the literature survey. The existing techniques are not effective to improve the classification accuracy and to reduce high
matlab-data-mining
- 数据挖掘(Data Mining)阶段首先要确定挖掘的任务或目的。数据挖掘的目的就是得出隐藏在数据中的有价值的信息。数据挖掘是一门涉及面很广的交叉学科,包括器学习、数理统计、神经网络、数据库、模式识别、粗糙集、模糊数学等相关技术。它也常被称为“知识发现”。知识发现(KDD)被认为是从数据中发现有用知识的整个过程。数据挖掘被认为是KDD过程中的一个特定步骤,它用专门算法从数据中抽取模式(patter,如数据分类、聚类、关联规则发现或序列模式发现等。数据挖掘主要步骤是:数据准备、数据挖掘、结果的解释