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MCS
2007
Springer
14 years 4 months ago
Index Driven Combination of Multiple Biometric Experts for AUC Maximisation
A biometric system produces a matching score representing the degree of similarity of the input with the set of templates for that user. If the score is greater than a prefixed th...
Roberto Tronci, Giorgio Giacinto, Fabio Roli
MCS
2007
Springer
14 years 4 months ago
Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features
Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...
Joseph DePasquale, Robi Polikar
FGR
2006
IEEE
147views Biometrics» more  FGR 2006»
14 years 4 months ago
Learning Sparse Features in Granular Space for Multi-View Face Detection
In this paper, a novel sparse feature set is introduced into the Adaboost learning framework for multi-view face detection (MVFD), and a learning algorithm based on heuristic sear...
Chang Huang, Haizhou Ai, Yuan Li, Shihong Lao
INFOCOM
2006
IEEE
14 years 4 months ago
MIND: A Distributed Multi-Dimensional Indexing System for Network Diagnosis
— Detecting coordinated attacks on Internet resources requires a distributed network monitoring infrastructure. Such an infrastructure will have two logically distinct elements: ...
Xin Li, Fang Bian, Hui Zhang 0002, Christophe Diot...
GROUP
2003
ACM
14 years 3 months ago
Designing for loose coupling in mobile groups
Loose coupling is a common way of organizing collaboration in work groups, but it has not been studied extensively in CSCW. In this paper, we consider the patterns of work that ar...
David Pinelle, Carl Gutwin