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PRL
2011
7 years 10 months ago
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
Janick V. Frasch, Aleksander Lodwich, Faisal Shafa...
PRL
2011
7 years 10 months ago
Versatile spectral methods for point set matching
Alberto Silletti, Alessandro Abate, Jeffrey D. Axe...
PRL
2011
7 years 10 months ago
Structural matching of 2D electrophoresis gels using deformed graphs
2D electrophoresis is a well known method for protein separation which is extremely useful in the field of proteomics. Each spot in the image represents a protein accumulation an...
Alexandre Noma, Alvaro Pardo, Roberto Marcondes Ce...
PRL
2011
8 years 1 months ago
Canonical correlation analysis using within-class coupling
Olcay Kursun, Ethem Alpaydin, Oleg V. Favorov
PRL
2011
8 years 2 months ago
Consistency of functional learning methods based on derivatives
In some real world applications, such as spectrometry, functional models achieve better predictive performances if they work on the derivatives of order m of their inputs rather t...
Fabrice Rossi, Nathalie Villa-Vialaneix
PRL
2011
8 years 2 months ago
Object recognition using proportion-based prior information: Application to fisheries acoustics
: This paper addresses the inference of probabilistic classification models using weakly supervised learning. The main contribution of this work is the development of learning meth...
Riwal Lefort, Ronan Fablet, Jean-Marc Boucher
PRL
2011
8 years 2 months ago
Learning aspect models with partially labeled data
Anastasia Krithara, Massih-Reza Amini, Cyril Goutt...
PRL
2011
8 years 2 months ago
Anti-aliased Euclidean distance transform
Stefan Gustavson, Robin Strand
PRL
2011
8 years 2 months ago
Empirical study of light source selection for palmprint recognition
Zhenhua Guo, David Zhang, Lei Zhang 0006, Wangmeng...
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