arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1411.6850cs.CV

Similarity- based approach for outlier detection

Mohammed V-Agdal University(穆罕默德五世阿格达尔大学);Hassan II Mohammedia University(哈桑二世穆罕默迪亚大学)

Amina Dik, Khalid Jebari, Abdelaziz Bouroumi, Aziz Ettouhami

英文摘要:

This paper presents a new approach for detecting outliers by introducing the notion of object's proximity. The main idea is that normal point has similar characteristics with several neighbors. So the point in not an outlier if it has a high degree of proximity and its neighbors are several. The performance of this approach is illustrated through real datasets

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑