The Proteome Analyst Suite of Automated Function Prediction Tools
- Brett Poulin, Computing Science
- Duane Szafron, UofA CS
- Paul Lu, Department of Computing Science
- Russ Greiner, Dept of Computing Science; PI of AICML
- David S. Wishart, Departments of Computing Science and Biology, University of Alberta
- Roman Eisner
- Alona Fyshe
- Luca Pireddu
Proteome Analyst (PA) is a publicly available, highthroughput,web-based system for automatically predictingthe function and properties of proteins. Biologists can usePA to predict, for example, the Gene Ontology (GO) molecular function and subcellular localization of a proteinbased on sequence information. Using sequence analysis tools and machine learning, PA gives high accuracy andbroad coverage for both molecular function and subcellularlocalization predictions.
See http://www.cs.ualberta.ca/~bioinfo/data/demos/2005/2005-Poulin-Proteome_Analyst
Citation
B. Poulin, D. Szafron, P. Lu, R. Greiner, D. Wishart, R. Eisner, A. Fyshe, L. Pireddu. "The Proteome Analyst Suite of Automated Function Prediction Tools". Intelligent Systems for Molecular Biology (ISMB), Michigan, June 2005.| Keywords: | Proteome Analyst, GO hierarchy, machine learning, explanation, bioinformatics |
| Category: |
BibTeX
@incollection{Poulin+al:ISMB05,
author = {Brett Poulin and Duane Szafron and Paul Lu and Russ Greiner and
David S. Wishart and Roman Eisner and Alona Fyshe and Luca Pireddu},
title = {The Proteome Analyst Suite of Automated Function Prediction Tools},
booktitle = {Intelligent Systems for Molecular Biology (ISMB)},
year = 2005,
}Last Updated: February 06, 2020Submitted by Sabina P
