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» Trajectory-Based Anomalous Event Detection
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ICMLA
2010
13 years 2 months ago
Semi-Supervised Anomaly Detection for EEG Waveforms Using Deep Belief Nets
Abstract--Clinical electroencephalography (EEG) is routinely used to monitor brain function in critically ill patients, and specific EEG waveforms are recognized by clinicians as s...
Drausin Wulsin, Justin Blanco, Ram Mani, Brian Lit...
TMA
2010
Springer
314views Management» more  TMA 2010»
13 years 11 months ago
On the Use of TCP Passive Measurements for Anomaly Detection: A Case Study from an Operational 3G Network
In this work we discuss the use of passive measurements of TCP performance indicators in support of network operation and troubleshooting, presenting a case-study from a real 3G ce...
Peter Romirer-Maierhofer, Angelo Coluccia, Tobias ...
SP
1998
IEEE
173views Security Privacy» more  SP 1998»
13 years 9 months ago
An Automated Approach for Identifying Potential Vulnerabilities in Software
This paper presents results from analyzing the vulnerability of security-critical software applications to malicious threats and anomalous events using an automated fault injectio...
Anup K. Ghosh, Tom O'Connor, Gary McGraw
ICSE
1998
IEEE-ACM
13 years 9 months ago
An Approach to Large-Scale Collection of Application Usage Data Over the Internet
Empirical evaluation of software systems in actual usage situations is critical in software engineering. Prototyping, beta testing, and usability testing are widely used to refine...
David M. Hilbert, David F. Redmiles
NCA
2002
IEEE
13 years 4 months ago
The Construction of Smooth Models using Irregular Embeddings Determined by a Gamma Test Analysis
One of the key problems in forming a smooth model from input-output data is the determination of which input variables are relevant in predicting a given output. In this paper we ...
Alban P. M. Tsui, Antonia J. Jones, A. Guedes de O...