9 search results - page 1 / 2 » Automatic structure classification of small proteins using r... |
BMCBI
2010
13 years 4 months ago
2010
Background: Random forest, an ensemble based supervised machine learning algorithm, is used to predict the SCOP structural classification for a target structure, based on the simi...
KDD
2004
ACM
14 years 4 months ago
2004
ACM
Metabolomics is the omics science of biochemistry. The associated data include the quantitative measurements of all small molecule metabolites in a biological sample. These datase...
BMCBI
2010
13 years 4 months ago
2010
Background: An important aspect of protein design is the ability to predict changes in protein thermostability arising from single- or multi-site mutations. Protein thermostabilit...
RECOMB
2003
Springer
14 years 4 months ago
2003
Springer
It is shown that structural similarity between proteins can be decided well with much less information than what is used in common similarity measures. The full C representation c...
BMCBI
2006
2006
Searching for interpretable rules for disease mutations: a simulated annealing bump hunting strategy
13 years 4 months ago
Background: Understanding how amino acid substitutions affect protein functions is critical for the study of proteins and their implications in diseases. Although methods have bee...