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)
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。