Replacing missing values using trustworthy data values from web data sources

• Main Authors: Mohd Jaya, Mohd Izham, Sidi, Fatimah, Mat Yusof, Sharmila, Affendey, Lilly Suriani, Ishak, Iskandar, A. Jabar, Marzanah
• Format: Article
• Language: English
• Published: Institute of Physics Publishing 2017
• Online Access: http://psasir.upm.edu.my/id/eprint/62958/1/Replacing%20missing%20values%20using%20trustworthy%20data%20values%20from%20web%20data%20sources.pdf; http://psasir.upm.edu.my/id/eprint/62958/; http://iopscience.iop.org/article/10.1088/1742-6596/892/1/012009/pdf
• Institution: Universiti Putra Malaysia

In practice, collected data usually are incomplete and contains missing value. Existing approaches in managing missing values overlook the importance of trustworthy data values in replacing missing values. In view that trusted completed data is very important in data analysis, we proposed a fram...