Ulrich Bodenhofer, Andreas Kothmeier, Ingrid Abfalter, Carsten Mahrenholz, Sepp Hochreiter,
"Decoding Sequence Classification Models for Acquiring New Biological Insights"
: ISMB 2010 Proceedings, 7-2010, Poster presentation at 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Boston, MA USA, July 11 - July 13 2010
Original Titel:
Decoding Sequence Classification Models for Acquiring New Biological Insights
Sprache des Titels:
Englisch
Original Buchtitel:
ISMB 2010 Proceedings
Original Kurzfassung:
We propose a new way of analyzing biological sequences based on SVMs by means of prediction profiles that allow assessing the importance and class tendency of individual sequence positions. The reduction to a few typical sequences is accomplished by affinity propagation. We present coiled coil classification as a case study.
Sprache der Kurzfassung:
Deutsch
Erscheinungsmonat:
7
Erscheinungsjahr:
2010
Notiz zum Zitat:
Poster presentation at 18th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB), Boston, MA USA, July 11 - July 13 2010