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PRL
2011
15 years 1 days ago
Efficient approximate Regularized Least Squares by Toeplitz matrix
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
PRL
2011
15 years 1 days ago
Temporal synchronization of non-overlapping videos using known object motion
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,...
PRL
2011
15 years 1 days ago
A sparse version of the ridge logistic regression for large-scale text categorization
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...
PRL
2011
15 years 1 days ago
Relevance feedback based on genetic programming for image retrieval
Cristiano D. Ferreira, J. A. dos Santos, Ricardo d...