KMASH Data Repository for outlier detection
收藏Research Data Australia2024-12-14 收录
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https://researchdata.edu.au/kmash-data-repository-outlier-detection/1733742
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资源简介：
The zip files contains 12338 datasets for outlier detection investigated in the following papers:(1) Instance space analysis for unsupervised outlier detection Authors : Sevvandi Kandanaarachchi, Mario A. Munoz, Kate Smith-Miles (2) On normalization and algorithm selection for unsupervised outlier detection Authors : Sevvandi Kandanaarachchi, Mario A. Munoz, Rob J. Hyndman, Kate Smith-MilesSome of these datasets were originally discussed in the paper: On the evaluation of unsupervised outlier detection:measures, datasets and an empirical studyAuthors : G. O. Campos, A, Zimek, J. Sander, R. J.G.B. Campello, B. Micenkova, E. Schubert, I. Assent, M.E. Houle.
本压缩包包含12338个用于异常检测（outlier detection）的数据集，这些数据集的相关研究见于下述论文：(1) 《实例空间分析（Instance space analysis）在无监督异常检测（unsupervised outlier detection）中的应用》，作者：Sevvandi Kandanaarachchi、Mario A. Muñoz、Kate Smith-Miles
(2) 《归一化与算法选择在无监督异常检测中的应用》，作者：Sevvandi Kandanaarachchi、Mario A. Muñoz、Rob J. Hyndman、Kate Smith-Miles
其中部分数据集最初出自论文《无监督异常检测的评估：度量、数据集与实证研究》，作者为：G. O. Campos、A. Zimek、J. Sander、R. J. G. B. Campello、B. Mičenkova、E. Schubert、I. Assent、M. E. Houle。
提供机构：
RMIT University, Australia
