An Efficient Algorithm for Outlier Detection in High Dimensional Real Databases

@inproceedings{Teixeira2008AnEA,
  title={An Efficient Algorithm for Outlier Detection in High Dimensional Real Databases},
  author={Carlos H. C. Teixeira and Gustavo Henrique Orair and Wagner Meira and Srinivasan Parthasarathy},
  year={2008}
}
Detecting outlier patterns in data has been an important res ea ch topic in statistics, data mining and machine learning commu nities for many years. Research in identifying effective solution s to this problem have several interesting applications in a myr iad of domains ranging from data cleaning to financial fraud detect ion and from network intrusion detection to clinical diagnosis of d iseases. Among the different algorithms, statistical (parametric) approaches and distance-based outlier… CONTINUE READING