AutoAssign - An automatic assignment tool for independent components

Matthias Böhm, Kurt Stadlthanner, Ana M. Tomé, Peter Gruber, Ana R. Teixeira, Fabian J. Theis, Carlos G. Puntonet, Elmar W. Lang

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

In this work an automatic assignment tool for estimated independent components within an independent component analysis is presented. The algorithm is applied to the problem of removing the water artifact from 2D NOESY NMR spectra. The algorithm uses local PCA to approximate the water artifact and defines a suitable cost function which is optimized using simulated annealing. The blind source separation of the water artifact from the remaining protein spectrum is done with the recently developed algorithm dAMUSE.

Original languageEnglish
Pages (from-to)75-82
Number of pages8
JournalLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3523
Issue numberII
DOIs
StatePublished - 2005
Externally publishedYes
EventSecond Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2005 - Estoril, Portugal
Duration: 7 Jun 20059 Jun 2005

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