Root cause analysis of an out-of-control process using a logical analysis of data regression model and exponential weighted moving average
Control charts are widely used as a tool in process quality monitoring to detect anomalies
and to improve the quality of a process and product. Nevertheless, their limitations have …
and to improve the quality of a process and product. Nevertheless, their limitations have …
Logical analysis of data in predictive failure detection and diagnosis
Purpose This study aims to address the critical issue of machine breakdowns in industrial
settings, which jeopardize operation economy, worker safety, productivity and environmental …
settings, which jeopardize operation economy, worker safety, productivity and environmental …
Cost-sensitive learning using logical analysis of data
H Osman - Knowledge and Information Systems, 2024 - Springer
Classification is a common task in data mining that assigns a class label to an unseen
situation. It has been widely used in decision making for various applications, and many …
situation. It has been widely used in decision making for various applications, and many …
Activity Recognition within a Manufacturing System: A Comparison of Logic Programming, Machine Learning, and Combinatorial Optimization Based Methods
A systematic investigation of machine learning and``domain knowledge''based Activity
Recognition (AR) methods was undertaken for a manufacturing based used case involving …
Recognition (AR) methods was undertaken for a manufacturing based used case involving …