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ACSAC
2005
IEEE
15 years 12 months ago
Verify Results of Network Intrusion Alerts Using Lightweight Protocol Analysis
We propose a method to verify the result of attacks detected by signature-based network intrusion detection systems using lightweight protocol analysis. The observation is that ne...
Jingmin Zhou, Adam J. Carlson, Matt Bishop
AIED
2005
Springer
15 years 11 months ago
Tradeoff analysis between knowledge assessment approaches
Abstract: The problem of modeling and assessing an individual’s ability level is central to learning environments. Numerous approaches exists to this end. Computer Adaptive Testi...
Michel Desmarais, Shunkai Fu, Xiaoming Pu
AIME
2003
Springer
15 years 11 months ago
Attribute Interactions in Medical Data Analysis
There is much empirical evidence about the success of naive Bayesian classification (NBC) in medical applications of attribute-based machine learning. NBC assumes conditional inde...
Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez D...
CORR
2007
Springer
167views Education» more  CORR 2007»
15 years 6 months ago
Optimal Solutions for Sparse Principal Component Analysis
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a linear combination of the input variables while constraining the number of nonze...
Alexandre d'Aspremont, Francis R. Bach, Laurent El...
PE
2007
Springer
100views Optimization» more  PE 2007»
15 years 5 months ago
Remote analysis of a distributed WLAN using passive wireless-side measurement
This paper presents network traffic measurements from a campus-wide wireless LAN (WLAN), with the data collected using remote passive wireless-side measurement. We used commercia...
Aniket Mahanti, Carey L. Williamson, Martin F. Arl...