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 引用 (Scopus)

抜粋

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.

元の言語English
ホスト出版物のタイトル2003 IEEE 13th Workshop on Neural Networks for Signal Processing, NNSP 2003
出版者Institute of Electrical and Electronics Engineers Inc.
ページ101-110
ページ数10
ISBN(電子版)0780381777
DOI
出版物ステータスPublished - 2003 1 1
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
France
Toulouse
期間03/9/1703/9/19

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Artificial Intelligence
  • Software
  • Computer Networks and Communications
  • Signal Processing

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  • これを引用

    Muramatsu, D., Hashimoto, S., Tsunashima, T., Kaburagi, T., Sasaki, M., & Matsumoto, T. (2003). Inferring transmembrane region counts with hydropathy index/charge two dimensional trajectories of stochastic dynamical systems. : 2003 IEEE 13th Workshop on Neural Networks for Signal Processing, NNSP 2003 (pp. 101-110). [1318008] (Neural Networks for Signal Processing - Proceedings of the IEEE Workshop; 巻数 2003-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NNSP.2003.1318008