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BMCBI
2010
133views more  BMCBI 2010»
15 years 7 months ago
Learning an enriched representation from unlabeled data for protein-protein interaction extraction
Background: Extracting protein-protein interactions from biomedical literature is an important task in biomedical text mining. Supervised machine learning methods have been used w...
Yanpeng Li, Xiaohua Hu, Hongfei Lin, Zhihao Yang
KES
2008
Springer
15 years 7 months ago
Super Resolution of Multispectral Images Using TV Image Models
Abstract. In this paper we propose a novel algorithm for the pansharpening of multispectral images based on the use of a Total Variation (TV) image prior. Within the Bayesian formu...
Miguel Vega, Javier Mateos, Rafael Molina, Aggelos...
JOT
2006
91views more  JOT 2006»
15 years 7 months ago
Framework Evolution Tool
Framework development is very expensive, not only because of the intrinsic difficulty related to capturing the domain knowledge, but also because of the lack of appropriate method...
Mariela Cortés, Marcus Fontoura, Carlos Jos...
KI
2006
Springer
15 years 7 months ago
Gray Box Robustness Testing of Rule Systems
Due to their simple and intuitive manner rules are often used for the implementation of intelligent systems. Besides general methods for the verification and validation of rule sys...
Joachim Baumeister, Jürgen Bregenzer, Frank P...
NPL
2008
68views more  NPL 2008»
15 years 7 months ago
On Nonparametric Residual Variance Estimation
In this paper, the problem of residual variance estimation is examined. The problem is analyzed in a general setting which covers non-additive heteroscedastic noise under non-iid s...
Elia Liitiäinen, Francesco Corona, Amaury Len...