Inferring transmembrane region counts with hydropathy index/charge two dimensional trajectories of stochastic dynamical systems

D. Muramatsu, S. Hashimoto, T. Tsunashima, T. Kaburagi, M. Sasaki, T. Matsumoto

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

A new algorithm is proposed for inferring the number of transmembrane regions of transmembrane proteins from two dimensional vector trajectories consisting of hydropathy index and charge of amino acids by stochastic dynamical system models. The prediction accuracy of a preliminary experiment is 94%. Since no fine-tuning is done, this appears encouraging.

本文言語English
ホスト出版物のタイトル2003 IEEE 13th Workshop on Neural Networks for Signal Processing, NNSP 2003
出版社Institute of Electrical and Electronics Engineers Inc.
ページ101-110
ページ数10
ISBN(電子版)0780381777
DOI
出版ステータスPublished - 2003 1 1
外部発表はい
イベント13th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2003 - Toulouse, France
継続期間: 2003 9 172003 9 19

出版物シリーズ

名前Neural Networks for Signal Processing - Proceedings of the IEEE Workshop
2003-January

Other

Other13th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2003
国/地域France
CityToulouse
Period03/9/1703/9/19

ASJC Scopus subject areas

  • 電子工学および電気工学
  • 人工知能
  • ソフトウェア
  • コンピュータ ネットワークおよび通信
  • 信号処理

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