Study on the Application of Data Mining in Bioinformatics

DOI

10.2991/icmeit-16.2016.21How to use a DOI?

Keywords

data mining, machine learning, bioinformatics

Abstract

In post-genome era, dealing with biology data from all of aspects has become a main work of bioinformatics. This study mainly analyzes the application of data mining in bioinformatics. Based on the summarize of the definition and main research contents of bioinformatics, the processing flow of bioinformatics data is illustrated. Then emphatically introduces data mining from the perspective of data preprocessing, dimension reduction and statistical machine learning in bioinformatics.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Mingyang Yuan
PY  - 2016/08
DA  - 2016/08
TI  - Study on the Application of Data Mining in Bioinformatics
BT  - Proceedings of the 2016 International Conference on Mechatronics Engineering and Information Technology
PB  - Atlantis Press
SP  - 113
EP  - 117
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmeit-16.2016.21
DO  - 10.2991/icmeit-16.2016.21
ID  - Yuan2016/08
ER  -