9 search results - page 1 / 2 » Automatic structure classification of small proteins using r... |
BMCBI
2010
13 years 11 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 11 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 11 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 11 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 11 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...