2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2017
Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method
Elyas Sabeti, Anders Høst-Madsen
Heart rate variability (HRV) is a vital measure of the autonomic nervous system functionality and a key indicator of cardiovascular condition. This paper proposes a novel method, c…
eess.SP2017
Data Discovery and Anomaly Detection Using Atypicality: Signal Processing Methods
Elyas Sabeti, Anders Høst-Madsen
The aim of atypicality is to extract small, rare, unusual and interesting pieces out of big data. This complements statistics about typical data to give insight into data. In order…
cs.IT2017★ 2 cited
Data Discovery and Anomaly Detection Using Atypicality: Theory
Anders Høst-Madsen, Elyas Sabeti, Chad Walton
A central question in the era of 'big data' is what to do with the enormous amount of information. One possibility is to characterize it through statistics, e.g., averages, or clas…