Simulation-Based Data Mining Solution to the Structure of Water Surrounding Proteins
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence. Pages 2424-2428.
Abstract
What is structure of water surrounding proteins remains as one of fundamental unsolved problems of science. Methods in biophysics only provide qualitative description of the structure and thus clarifying the collective phenomena of a huge number of water molecules is still beyond intuition in biophysics. We introduce a simulation-based data mining approach that quantitatively model the structure of water surrounding a protein as clusters of water molecules having similar moving behavior. The paper presents and explains how the advances of AI technique can potentially solve this challenging data-intensive problem.
@inproceedings{ijcai2011p404,
title = {Simulation-Based Data Mining Solution to the Structure of Water Surrounding Proteins},
author = {Dam, Hieu-Chi and Ho, Tu Bao and Sugiyama, Ayumu},
booktitle = {Proceedings of the Twenty-Second International Joint Conference on
Artificial Intelligence, {IJCAI-11}},
publisher = {AAAI Press/International Joint Conferences on Artificial Intelligence},
editor = {Toby Walsh},
pages = {2424--2428},
year = {2011},
month = {7},
doi = {10.5591/978-1-57735-516-8/IJCAI11-404},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-404},
}
TY - CPAPER TI - Simulation-Based Data Mining Solution to the Structure of Water Surrounding Proteins AU - Dam, Hieu-Chi AU - Ho, Tu Bao AU - Sugiyama, Ayumu T2 - Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI-11 PB - AAAI Press/International Joint Conferences on Artificial Intelligence PY - 2011 SP - 2424 EP - 2428 DO - 10.5591/978-1-57735-516-8/IJCAI11-404 UR - https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-404 ER -Copied
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