Title :
A machine learning strategy for protein analysis
Author :
Baldi, Pierre ; Pollastri, Gianluca
Author_Institution :
Inst. for Genomics & Bioinformatics, California Univ., Irvine, CA, USA
Abstract :
To sift through and analyze the massive and increasingly available data on proteins, researchers need new computing methods. The authors use machine-learning methods in a novel three-step strategy for protein structure prediction.
Keywords :
biology computing; computer aided analysis; learning (artificial intelligence); molecular biophysics; molecular configurations; physics computing; proteins; machine learning strategy; protein analysis; protein structure prediction; Amino acids; Biochemistry; Bioinformatics; Biomembranes; DNA; Genomics; Machine learning; Protein engineering; Proteomics; Sequences;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/MIS.2002.999217
