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144
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IJON
2010
148views more  IJON 2010»
14 years 12 months ago
Integration of heterogeneous data sources for gene function prediction using decision templates and ensembles of learning machin
Several solutions have been proposed to exploit the availability of heterogeneous sources of biomolecular data for gene function prediction, but few attention has been dedicated t...
Matteo Re, Giorgio Valentini
118
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BILDMED
2008
118views Algorithms» more  BILDMED 2008»
15 years 4 months ago
Validation Metrics for Non-rigid Registration of Medical Images Containing Vessel Trees
Abstract. Validation of non-rigid registration methods is still a challenging task. Different evaluation criteria were published, yet no widely accepted gold standard exists. The a...
Thomas Lange, Hans Lamecker, Michael Hünerbei...
OOPSLA
2007
Springer
15 years 8 months ago
Statistically rigorous java performance evaluation
Java performance is far from being trivial to benchmark because it is affected by various factors such as the Java application, its input, the virtual machine, the garbage collect...
Andy Georges, Dries Buytaert, Lieven Eeckhout
119
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KDD
2004
ACM
182views Data Mining» more  KDD 2004»
16 years 3 months ago
Rotation invariant distance measures for trajectories
For the discovery of similar patterns in 1D time-series, it is very typical to perform a normalization of the data (for example a transformation so that the data follow a zero mea...
Michail Vlachos, Dimitrios Gunopulos, Gautam Das
BMCBI
2008
149views more  BMCBI 2008»
15 years 2 months ago
All-paths graph kernel for protein-protein interaction extraction with evaluation of cross-corpus learning
Background: Automated extraction of protein-protein interactions (PPI) is an important and widely studied task in biomedical text mining. We propose a graph kernel based approach ...
Antti Airola, Sampo Pyysalo, Jari Björne, Tap...