33 search results - page 6 / 7 » Assumption-Free Anomaly Detection in Time Series |
SIGPRO
2008
13 years 5 months ago
2008
This paper introduces a novel method for real-time estimation of slowly varying parameters in nonlinear dynamical systems. The core concept is built upon the principles of symboli...
GECCO
2006
Springer
13 years 9 months ago
2006
Springer
The purpose of this work is to propose an immune-inspired setup to use a self-organizing map as a computational model for the interaction of antigens and antibodies. The proposed ...
DATAMINE
2008
13 years 5 months ago
2008
Abstract We address the problem of monitoring and identification of correlated burst patterns in multi-stream time series databases. We follow a two-step methodology: first we iden...
NIPS
2007
13 years 6 months ago
2007
A novel approach to measure the interdependence of two time series is proposed, referred to as “stochastic event synchrony” (SES); it quantifies the alignment of two point pr...
INFOCOM
2009
IEEE
14 years 2 days ago
2009
IEEE
—We propose to use multiscale entropy analysis in characterisation of network traffic and spectrum usage. We show that with such analysis one can quantify complexity and predict...