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127
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BIOID
2008
103views Biometrics» more  BIOID 2008»
15 years 5 months ago
Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification
Abstract. Classifiers based on Gaussian mixture models are good performers in many pattern recognition tasks. Unlike decision trees, they can be described as stable classifier: a s...
Jonas Richiardi, Andrzej Drygajlo, Laetitia Todesc...
155
Voted
CEAS
2008
Springer
15 years 5 months ago
A Campaign-based Characterization of Spamming Strategies
This paper presents a methodology for the characterization of spamming strategies based on the identification of spam campaigns. To deeply understand how spammers abuse network re...
Pedro Calais, Douglas Pires, Dorgival Olavo Guedes...
144
Voted
COMPGEOM
2006
ACM
15 years 5 months ago
On the ICP algorithm
We present upper and lower bounds for the number of iterations performed by the Iterative Closest Point (ICP) algorithm. This algorithm has been proposed by Besl and McKay [4] as ...
Esther Ezra, Micha Sharir, Alon Efrat
123
Voted
KDD
2010
ACM
222views Data Mining» more  KDD 2010»
15 years 5 months ago
Large linear classification when data cannot fit in memory
Recent advances in linear classification have shown that for applications such as document classification, the training can be extremely efficient. However, most of the existing t...
Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang, Chih-J...
129
Voted
ESEM
2008
ACM
15 years 5 months ago
Socio-technical congruence: a framework for assessing the impact of technical and work dependencies on software development prod
The identification and management of work dependencies is a fundamental challenge in software development organizations. This paper argues that modularization, the traditional tec...
Marcelo Cataldo, James D. Herbsleb, Kathleen M. Ca...