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» Detecting Anomalies in Graphs
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JISA
2010
57views more  JISA 2010»
15 years 12 days ago
Web graph similarity for anomaly detection
Panagiotis Papadimitriou 0002, Ali Dasdan, Hector ...
124
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KDD
2004
ACM
124views Data Mining» more  KDD 2004»
16 years 2 months ago
Eigenspace-based anomaly detection in computer systems
We report on an automated runtime anomaly detection method at the application layer of multi-node computer systems. Although several network management systems are available in th...
Hisashi Kashima, Tsuyoshi Idé
151
Voted
WSDM
2012
ACM
245views Data Mining» more  WSDM 2012»
13 years 9 months ago
The early bird gets the buzz: detecting anomalies and emerging trends in information networks
In this work we propose a novel approach to anomaly detection in streaming communication data. We first build a stochastic model for the system based on temporal communication pa...
Brian Thompson
FLAIRS
2008
15 years 4 months ago
Distance Metric Learning for Conditional Anomaly Detection
Anomaly detection methods can be very useful in identifying unusual or interesting patterns in data. A recently proposed conditional anomaly detection framework extends anomaly de...
Michal Valko, Milos Hauskrecht
FLAIRS
2010
15 years 4 months ago
Using a Graph-Based Approach for Discovering Cybercrime
The ability to mine data represented as a graph has become important in several domains for detecting various structural patterns. One important area of data mining is anomaly det...
William Eberle, Lawrence B. Holder, Jeffrey Graves