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» Pattern-Recognition: a Foundational Approach
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BMCBI
2008
160views more  BMCBI 2008»
15 years 4 months ago
Feature selection environment for genomic applications
Background: Feature selection is a pattern recognition approach to choose important variables according to some criteria in order to distinguish or explain certain phenomena (i.e....
Fabrício Martins Lopes, David Correa Martin...
GECCO
2007
Springer
173views Optimization» more  GECCO 2007»
15 years 10 months ago
UCSpv: principled voting in UCS rule populations
Credit assignment is a fundamental issue for the Learning Classifier Systems literature. We engage in a detailed investigation of credit assignment in one recent system called UC...
Gavin Brown, Tim Kovacs, James A. R. Marshall
GBRPR
2005
Springer
15 years 9 months ago
An Experimental Comparison of Fingerprint Classification Methods Using Graphs
In this paper, an experimental comparison among three structural approaches to fingerprint classification is reported. Main pros and cons of such approaches are investigated by exp...
Alessandra Serrau, Gian Luca Marcialis, Horst Bunk...
CIARP
2009
Springer
15 years 1 months ago
K-Medoids-Based Random Biometric Pattern for Cryptographic Key Generation
In this paper we report an approach for cryptographic key generation based on keystroke dynamics and the k-medoids algorithm. The stages that comprise the approach are training-enr...
H. A. Garcia-Baleon, Vicente Alarcón Aquino...
CIARP
2011
Springer
14 years 4 months ago
Sentiment-Preserving Reduction for Social Media Analysis
Abstract. In this paper, we address the problem of opinion analysis using a probabilistic approach to the underlying structure of different types of opinions or sentiments around ...
Sergio Hernández, Philip Sallis