Outlier detection for high-dimensional data

By Kwang H. Ro, Changliang Zou, Zhaojun Wang, Guosheng Yin. 2015

158 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/e5208097b88a4f0d73c28c3c669b17ed8f369c22

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Gianluca Bontempi
2. Andrea Dal Pozzolo
3. Mohamed Hammad
4. Mohamed Jaward Bah
5. Hongzhi Wang
6. Fei Ye
7. Adrian G. Bors

In Statistics and Probability

1. Mohamed Hammad
2. Gianluca Bontempi
3. Andrea Dal Pozzolo
4. Mohamed Jaward Bah
5. Hongzhi Wang

Citations in the corpus

• Adaptive Machine Learning for Credit Card Fraud Detection (2015, background): “Global Approaches The work presented in [211] addresses high dimensional spaces.”
• Progress in Outlier Detection Techniques: A Survey (2019, background): “One of the critical underlining drawbacks of most distance-based methods is their inability to scale well for very high dimensional data sets [144].”