Towards Never-Ending Learning from Time Series Streams (NELTS)

This webpage was build in support of NELTS; Software that an agent examines an unbounded stream of data and occasionally asks a teacher (which may be a human or an algorithm) for a label.

NELTS was developed by

Examples of S and P SPexample

Overview of System Architeture


The code.



[a] Combining Wearable and Environmental Sensing into an Unobtrusive Tool for Long-Term Sleep Studies. 2012 Marko Borazio and Kristof Van Laerhoven 2nd ACM SIGHIT International Health Informatics Symposium (IHI 2012).
[b] Photos by Stephen Ausmus. Figure from: Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney Cash, Brandon Westover (2009). Exact Discovery of Time Series Motifs. SDM 2009.