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BMCBI
2007
161views more  BMCBI 2007»
13 years 8 months ago
Efficient classification of complete parameter regions based on semidefinite programming
Background: Current approaches to parameter estimation are often inappropriate or inconvenient for the modelling of complex biological systems. For systems described by nonlinear ...
Lars Kuepfer, Uwe Sauer, Pablo A. Parrilo
DBA
2004
106views Database» more  DBA 2004»
13 years 9 months ago
Classification of Websites as Sets of Feature Vectors
The world wide web is the largest source for all kind of information currently available. Due to its enormous size retrieving relevant information is a difficult task for which us...
Hans-Peter Kriegel, Matthias Schubert
IJON
2006
103views more  IJON 2006»
13 years 8 months ago
Kernel extrapolation
We present a framework for efficient extrapolation of reduced rank approximations, graph kernels, and locally linear embeddings (LLE) to unseen data. We also present a principled ...
S. V. N. Vishwanathan, Karsten M. Borgwardt, Omri ...
ASWEC
2000
IEEE
14 years 16 days ago
Storing and Retrieving Software Components: A Component Description Manager
The aim of the paper is to present the results of research into Component-Based software development by providing a specification mechanism allowing searching for components in a ...
Rune Meling, E. James Montgomery, Pon Sudha Ponnus...
WOB
2008
101views Bioinformatics» more  WOB 2008»
13 years 9 months ago
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions
Abstract. Despite the recent advances in Molecular Biology, the function of a large amount of proteins is still unknown. An approach that can be used in the prediction of a protein...
Eduardo P. Costa, Ana Carolina Lorena, André...