9 citations · 16 across the 3 of their papers we have counts for
3 papers
Unsupervised Model Selection for Time-series Anomaly Detection
Mononito Goswami, Cristian Challu, Laurent Callot +2
Anomaly detection in time-series has a wide range of practical applications. While numerous anomaly detection methods have been proposed in the literature, a recent survey conclude…
Online Time Series Anomaly Detection with State Space Gaussian Processes
Christian Bock, François-Xavier Aubet, Jan Gasthaus +3
We propose r-ssGPFA, an unsupervised online anomaly detection model for uni- and multivariate time series building on the efficient state space formulation of Gaussian processes. F…
A Time Decoupling Approach for Studying Forum Dynamics
Andrey Kan, Jeffrey Chan, Conor Hayes +3
Online forums are rich sources of information about user communication activity over time. Finding temporal patterns in online forum communication threads can advance our understan…