934 search results - page 3 / 187 » Anomaly Detection Using Visualization and Machine Learning |
109
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
135
Voted
ICDM
2010
IEEE
15 years 5 days ago
2010
IEEE
We present a new approach to semi-supervised anomaly detection. Given a set of training examples believed to come from the same distribution or class, the task is to learn a model ...
117
Voted
NIPS
2004
15 years 3 months ago
2004
We introduce a novel active-learning scenario in which a user wants to work with a learning algorithm to identify useful anomalies. These are distinguished from the traditional st...
101
Voted
PAKDD
2005
ACM
15 years 7 months ago
2005
ACM
This paper proposes a novel anomaly detection system for spacecrafts based on data mining techniques. It constructs a nonlinear probabilistic model w.r.t. behavior of a spacecraft ...
149
Voted
KDD
2008
ACM
16 years 2 months ago
2008
ACM
We propose a new method for detecting patterns of anomalies in categorical datasets. We assume that anomalies are generated by some underlying process which affects only a particu...