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ICPR
2008
IEEE
14 years 2 months ago
A supervised learning approach for imbalanced data sets
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
Giang Hoang Nguyen, Abdesselam Bouzerdoum, Son Lam...
SAC
2005
ACM
14 years 1 months ago
Handwritten character skeletonisation for forensic document analysis
A new method of skeletonisation (stroke extraction) of handwritten character images is presented. The method has been designed to extract the skeleton which is very close to human...
Vladimir Pervouchine, Graham Leedham, Konstantin M...
PPSN
2004
Springer
14 years 1 months ago
LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation
Abstract. Evolution Strategies, Evolutionary Algorithms based on Gaussian mutation and deterministic selection, are today considered the best choice as far as parameter optimizatio...
Anne Auger, Marc Schoenauer, Nicolas Vanhaecke
IEEEPACT
2002
IEEE
14 years 17 days ago
Efficient Interconnects for Clustered Microarchitectures
Clustering is an effective microarchitectural technique for reducing the impact of wire delays, the complexity, and the power requirements of microprocessors. In this work, we inv...
Joan-Manuel Parcerisa, Julio Sahuquillo, Antonio G...
HUC
2009
Springer
14 years 7 days ago
Toward emergent technology for blended public displays
Public displays are becoming increasingly commonplace, yet recent studies place the effectiveness and user acceptance of them into doubt. This paper motivates the need for a new c...
Angie Chandler, Joe Finney, Carl Lewis, Alan J. Di...