There were already time-series data mining case studies
done on business and organizations. However, most case
studies were done in the retail business domain. In a recent
case study, Nakkeeran et al [10] demonstrated how
time-series data mining techniques can be used to perform
clustering of retail store-level revenue over time and how
profiling of such clusters generates greater business insights.
Although there is an increased interest for organizations to
explore time-series data mining, few research studies were
done to apply time-series data mining in the transportation
domain.