Feature extraction in control chart patterns with missing data

• Main Authors: Haghighati, R., Hassan, A.
• Format: Conference or Workshop Item
• Language: English
• Published: 2019
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/id/eprint/89666/1/RHaghighati2019_FeatureExtractioninControlChartPatterns.pdf; http://eprints.utm.my/id/eprint/89666/; http://dx.doi.org/10.1088/1742-6596/1150/1/012013

Data preprocessing and feature extraction are critical steps in control chart pattern (CCP) recognition for reducing dimensionality and irrelevant information. To ensure good quality of input representation, it is important to handle missing values on control charts before feature extraction. Exclud...