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» A Case Study in the use of ROC curves for Algorithm Design
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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
JEI
2008
128views more  JEI 2008»
13 years 7 months ago
Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms
Defect detection in images is a current task in quality control and is often integrated in partially or fully automated systems. Assessing the performances of defect detection algo...
Yann Le Meur, Jean-Michel Vignolle, Jocelyn Chanus...
DAC
1997
ACM
13 years 11 months ago
Methodology for Behavioral Synthesis-Based Algorithm-Level Design Space Exploration: DCT Case Study
: Numerous fast algorithms for the Discrete Cosine Transform DCT have been proposed. Until recently, it has been di cult to compare di erent DCT algorithms and select one which i...
Miodrag Potkonjak, Kyosun Kim, Ramesh Karri
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...
ACE
2004
258views Education» more  ACE 2004»
13 years 9 months ago
Using a Maze Case Study to Teach Object-Oriented Programming and Design Patterns
In order to teach object-oriented design and programming in introductory computer science it is imperative to teach objects from the very beginning of the course. The use of inter...
Chris Nevison, Barbara Wells