Treatment of outliers via interpolation method with neural network forecast performances

• Main Authors: Wahir, N. A., Nor, M. E., Rusiman, M. S., Gopal, K.
• Format: Article
• Language: English
• Published: IOP Publishing 2017
• Subjects: QC994.95-999 Weather forecasting
• Online Access: http://eprints.uthm.edu.my/5684/1/AJ%202018%20%28305%29.pdf; http://eprints.uthm.edu.my/5684/

Outliers often lurk in many datasets, especially in real data. Such anomalous data can negatively affect statistical analyses, primarily normality, variance, and estimation aspects. Hence, handling the occurrences of outliers require special attention. Therefore, it is important to determine the sui...