Proceedings of the 2016 International Conference on Mechatronics Engineering and Information Technology

Study on the Application of Data Mining in Bioinformatics

Authors
Mingyang Yuan
Corresponding Author
Mingyang Yuan
Available Online August 2016.
DOI
https://doi.org/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.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
2016 International Conference on Mechatronics Engineering and Information Technology
Part of series
Advances in Engineering Research
Publication Date
August 2016
ISBN
978-94-6252-222-0
ISSN
2352-5401
DOI
https://doi.org/10.2991/icmeit-16.2016.21How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Mingyang Yuan
PY  - 2016/08
DA  - 2016/08
TI  - Study on the Application of Data Mining in Bioinformatics
BT  - 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  - https://doi.org/10.2991/icmeit-16.2016.21
ID  - Yuan2016/08
ER  -