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» On Bootstrapping the ROC Curve
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CCS
2008
ACM
13 years 9 months ago
Principled reasoning and practical applications of alert fusion in intrusion detection systems
It is generally believed that by combining several diverse intrusion detectors (i.e., forming an IDS ensemble), we may achieve better performance. However, there has been very lit...
Guofei Gu, Alvaro A. Cárdenas, Wenke Lee
CSDA
2007
120views more  CSDA 2007»
13 years 7 months ago
Boosting ridge regression
Ridge regression is a well established method to shrink regression parameters towards zero, thereby securing existence of estimates. The present paper investigates several approac...
Gerhard Tutz, Harald Binder
SDM
2012
SIAM
234views Data Mining» more  SDM 2012»
11 years 10 months ago
On Evaluation of Outlier Rankings and Outlier Scores
Outlier detection research is currently focusing on the development of new methods and on improving the computation time for these methods. Evaluation however is rather heuristic,...
Erich Schubert, Remigius Wojdanowski, Arthur Zimek...
KDD
2005
ACM
130views Data Mining» more  KDD 2005»
14 years 7 months ago
Regression error characteristic surfaces
This paper presents a generalization of Regression Error Characteristic (REC) curves. REC curves describe the cumulative distribution function of the prediction error of models an...
Luís Torgo
ECIR
2009
Springer
13 years 5 months ago
Towards the Selection of Induced Syntactic Relations
Abstract. We propose in this paper to use NLP approaches to validate induced syntactic relations. We focus on a Web Validation system, a Semantic Vector-based approach, and finally...
Nicolas Béchet, Mathieu Roche, Jacques Chau...