[ASAP: Automatic Smoothing for Attention Prioritization in Streaming Time Series Visualization](http://futuredata.stanford.edu/asap/) - Kexin Rong, Peter Bailis
Time Series smoothing method to better prioritize attention in time series
exploration and monitoring visualizations, smooth the time series as much as
possible to remove noise while still retaining large-scale structure. We
develop a new technique for automatically smoothing streaming time series
that adaptively optimizes this trade-off between noise reduction (i.e.,