PRL 2011 | Sciweavers

20

PRL
2011

248views Computer Networks» more PRL 2011»

Efficient approximate Regularized Least Squares by Toeplitz matrix

12 years 12 months ago

Machine Learning based on the Regularized Least Square (RLS) model requires one to solve a system of linear equations. Direct-solution methods exhibit predictable complexity and s...

Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino

claim paper

Read More »

20

click to vote

PRL
2011

241views Computer Networks» more PRL 2011»

Temporal synchronization of non-overlapping videos using known object motion

12 years 12 months ago

Download www.cpdee.ufmg.br

This paper presents a robust technique for temporally aligning multiple video sequences that have no spatial overlap between their ﬁelds of view. It is assumed that (i) a moving...

Darlan N. Brito, Flávio L. C. Pádua,...

claim paper

Read More »

13

click to vote

PRL
2011

174views Computer Networks» more PRL 2011»

A sparse version of the ridge logistic regression for large-scale text categorization

12 years 12 months ago

Download www-ljk.imag.fr

The ridge logistic regression has successfully been used in text categorization problems and it has been shown to reach the same performance as the Support Vector Machine but with...

Sujeevan Aseervatham, Anestis Antoniadis, É...

claim paper

Read More »

15

click to vote

PRL
2011

222views Computer Networks» more PRL 2011»

Colour and rotation invariant textural features based on Markov random fields

12 years 12 months ago