Temporal-PEx : Similarity-based Visualization of Time Series

Time series analysis poses many challenges to professionals in a wide range of domains. Several visualization solutions integrated with mining algorithms have been proposed for exploratory tasks on time series collections. As the data sets grow large, though, the visual alternatives do not allow for a good association between similar time series. In this paper we introduce a visual representation or large time series data sets generated by multidimensional projections based on distance measures.