Integrative data mining the new direction in bioinformatics.

Integrative data mining the new direction in bioinformatics.

Biological research is becoming increasingly database driven, motivated, in part, by the advent of large-scale functional genomics and proteomics experiments such as those comprehensively measuring gene expression. These provide a wealth of information on each of the thousands of proteins encoded by...

ver descrição completa

Detalhes bibliográficos
Publicado no:IEEE Engineering in medicine and biology magazine 20, 4 (2001).
Autor principal: Bertone, P.
Formato: Artigo
Idioma:English
Assuntos:
Bayesian networks.
SOFM.
Bioinformatics.
Clustering methods.
Decision trees.
Gene expression.
High-throughput proteomics.
Integrative data mining.
Large-scale studies.
Machine learning techniques.
Microarray expression data.
Protein function.
Subcellular localization.
Support vector machines.
Target selection.
Unsupervised learning.