249 search results - page 3 / 50 » An Efficient Technique for Protein Sequence Clustering and C... |
BIOINFORMATICS
2000
13 years 5 months ago
2000
Motivation: Efficient, accurate and automatic clustering of large protein sequence datasets, such as complete proteomes, into families, according to sequence similarity. Detection...
BIBE
2007
IEEE
13 years 11 months ago
2007
IEEE
—The rapid burgeoning of available protein data makes the use of clustering within families of proteins increasingly important, the challenge is to identify subfamilies of evolut...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Given a point set S and an unknown metric d on S, we study the problem of efficiently partitioning S into k clusters while querying few distances between the points. In our model ...
ISMB
1993
13 years 6 months ago
1993
Wehave recently described a method based on Artificial Neural Networksto cluster protein sequences into families. The network was trained with Kohonen’s unsupervised-learning al...
BIBM
2008
IEEE
13 years 7 months ago
2008
IEEE
Recent studies in protein sequence analysis have leveraged the power of unlabeled data. For example, the profile and mismatch neighborhood kernels have shown significant improveme...