Rehab Shehata

An Alternative Artificial Intelligence Technique for Detecting Outliers

Hegazy Zaher, Abd El-Fattah Kandil & Rehab Shehata · Journal of Advances in Mathematics and Computer Science · 2014

Data are rarely perfect. Whether the problem is data entry errors or rare events. Outliers have two opposing properties. They can be noises that disturb regression and classification task. On the other hand, they can provide valuable information about rare phenomena, which can le...