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» BASE: Using Abstraction to Improve Fault Tolerance
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ASC
2007
15 years 6 months ago
Evolving an artificial neural network classifier for condition monitoring of rotating mechanical systems
We present the results of our investigation into the use of Genetic Algorithms (GAs) for identifying near optimal design parameters of diagnostic systems that are based on Artifici...
Abhinav Saxena, Ashraf Saad
SWAT
1994
Springer
117views Algorithms» more  SWAT 1994»
15 years 10 months ago
Improved Approximations of Independent Sets in Bounded-Degree Graphs
Abstract. Finding maximum independent sets in graphs with bounded maximum degree is a well-studied NP-complete problem. We introduce an algorithm schema for improving the approxim...
Magnús M. Halldórsson, Jaikumar Radh...
MCS
2007
Springer
15 years 6 months ago
Exploiting Diversity in Ensembles: Improving the Performance on Unbalanced Datasets
Abstract. Ensembles are often capable of greater predictive performance than any of their individual classifiers. Despite the need for classifiers to make different kinds of err...
Nitesh V. Chawla, Jared Sylvester
ACISP
2008
Springer
16 years 27 days ago
Secure Biometric Authentication with Improved Accuracy
Abstract. We propose a new hybrid protocol for cryptographically secure biometric authentication. The main advantages of the proposed protocol over previous solutions can be summar...
Manuel Barbosa, Thierry Brouard, Stéphane C...
DEXA
2006
Springer
151views Database» more  DEXA 2006»
15 years 10 months ago
Personalized Detection of Fresh Content and Temporal Annotation for Improved Page Revisiting
Abstract. Page revisiting is a popular browsing activity in the Web. In this paper we describe a method for improving page revisiting by detecting and highlighting the information ...
Adam Jatowt, Yukiko Kawai, Katsumi Tanaka