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PRL
2010
92views more  PRL 2010»
8 years 9 months ago
Partial differences as tools for filtering data on graphs
Olivier Lezoray, Vinh-Thong Ta, Abderrahim Elmoata...
PRL
2010
149views more  PRL 2010»
8 years 9 months ago
Adaptive linear models for regression: Improving prediction when population has changed
The general setting of regression analysis is to identify a relationship between a response variable Y and one or several explanatory variables X by using a learning sample. In a ...
Charles Bouveyron, Julien Jacques
PRL
2010
99views more  PRL 2010»
8 years 9 months ago
Modeling and segmentation of audio descriptor profiles with segmental models
Julien Bloit, Nicolas H. Rasamimanana, Fréd...
PRL
2010
209views more  PRL 2010»
8 years 9 months ago
Efficient update of the covariance matrix inverse in iterated linear discriminant analysis
For fast classification under real-time constraints, as required in many imagebased pattern recognition applications, linear discriminant functions are a good choice. Linear discr...
Jan Salmen, Marc Schlipsing, Christian Igel
PRL
2010
97views more  PRL 2010»
8 years 9 months ago
A support vector domain method for change detection in multitemporal images
Francesca Bovolo, Gustavo Camps-Valls, Lorenzo Bru...
PRL
2010
205views more  PRL 2010»
8 years 9 months ago
Mining outliers with faster cutoff update and space utilization
It is desirable to find unusual data objects by Ramaswamy et al's distance-based outlier definition because only a metric distance function between two objects is required. It...
Chi-Cheong Szeto, Edward Hung
PRL
2010
188views more  PRL 2010»
8 years 9 months ago
A fast divisive clustering algorithm using an improved discrete particle swarm optimizer
As an important technique for data analysis, clustering has been employed in many applications such as image segmentation, document clustering and vector quantization. Divisive cl...
Liang Feng, Ming-Hui Qiu, Yu-Xuan Wang, Qiao-Liang...
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