The Finnish Car Rejection Reasons Shown in an Interactive SOM Visualization Tool. In Workshop on Self Organizing Maps (2012)

The authors highlight the integration of Collaborative Filtering (CF) as a preprocessing step to address missing values and filter discrete data, enhancing the effectiveness of SOM training. This combined approach allows for deeper insights into car rejection reasons, including their temporal relationships and dependencies.