852 search results - page 4 / 171 » SOM-Based Novelty Detection Using Novel Data |
151
Voted
CIKM
2006
Springer
15 years 7 months ago
2006
Springer
The detection of new information in a document stream is an important component of many potential applications. In this work, a new novelty detection approach based on the identif...
119
Voted
KDD
2003
ACM
16 years 4 months ago
2003
ACM
: Novelty detection, or anomaly detection, on temporal sequences has increasingly attracted attention from researchers in different areas. In this paper, we present a new framework...
102
Voted
NIPS
2000
15 years 5 months ago
2000
A system has been developed to extract diagnostic information from jet engine carcass vibration data. Support Vector Machines applied to novelty detection provide a measure of how...
144
Voted
NIPS
2004
15 years 5 months ago
2004
In this paper we propose a probabilistic model for online document clustering. We use non-parametric Dirichlet process prior to model the growing number of clusters, and use a pri...
123
Voted
ECCV
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We propose a new scheme for novelty detection in image sequences capable of handling non-stationary background scenarious, such as waving trees, rain and snow. Novelty de...