no code implementations • 26 Dec 2018 • Samaneh Ebrahimi, Chitta Ranjan, Kamran Paynabar
The high-dimensionality and volume of large scale multistream data has inhibited significant research progress in developing an integrated monitoring and diagnostics (M&D) approach.
no code implementations • 9 Feb 2018 • Samaneh Ebrahimi, Hossein Vahabi, Matthew Prockup, Oriol Nieto
In these platforms, which tend to host tens of thousands of unique audio advertisements (ads), providing high quality ads ensures a better user experience and results in longer user engagement.
no code implementations • 23 Oct 2016 • Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar
In this paper, we develop a new sequential regression modeling approach for data streams.
1 code implementation • 11 Aug 2016 • Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar
However, sequence mining is particularly challenging because of difficulty in finding (dis)similarity/distance between sequences.