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

doi:10.1109/NNSP.2003.1318008

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	https://doi.org/10.1109/NNSP.2003.1318008
出版ステータス	Published - 2003 1月 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月 17 → 2003 9月 19

出版物シリーズ

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

Other

Other	13th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2003
国/地域	France
City	Toulouse
Period	03/9/17 → 03/9/19

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

文献へのアクセス

10.1109/NNSP.2003.1318008

他のファイルとリンク

フィンガープリント

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引用スタイル

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. In 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; Vol. 2003-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NNSP.2003.1318008

Inferring transmembrane region counts with hydropathy index/charge two dimensional trajectories of stochastic dynamical systems. / Muramatsu, D.; Hashimoto, S.; Tsunashima, T. その他.
2003 IEEE 13th Workshop on Neural Networks for Signal Processing, NNSP 2003. Institute of Electrical and Electronics Engineers Inc., 2003. p. 101-110 1318008 (Neural Networks for Signal Processing - Proceedings of the IEEE Workshop; Vol. 2003-January).

研究成果: Conference contribution

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. in 2003 IEEE 13th Workshop on Neural Networks for Signal Processing, NNSP 2003., 1318008, Neural Networks for Signal Processing - Proceedings of the IEEE Workshop, vol. 2003-January, Institute of Electrical and Electronics Engineers Inc., pp. 101-110, 13th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2003, Toulouse, France, 03/9/17. https://doi.org/10.1109/NNSP.2003.1318008

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

Muramatsu, D. ; Hashimoto, S. ; Tsunashima, T. その他. / 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. Institute of Electrical and Electronics Engineers Inc., 2003. pp. 101-110 (Neural Networks for Signal Processing - Proceedings of the IEEE Workshop).

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