TY - GEN
T1 - Application and research progress of machine learning in Bioinformatics
AU - Cai, Yanning
AU - Dong, Qian
AU - Li, Anlan
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/7
Y1 - 2020/7
N2 - Artificial intelligence is an important branch of computer science, and machine learning is an important component of artificial intelligence. Machine learning enables computers to simulate human learning behavior, acquire knowledge and life skills spontaneously through learning, and constantly improve their performance in the process of learning, so as to achieve self-improvement. Bioinformatics is an interdisciplinary subject that applies mathematics and computer science to the index, classification and analysis of biomolecular information. Due to the characteristics and requirements of data in bioinformatics, many algorithms of artificial intelligence, especially machine learning, have been widely used in this field, which has greatly promoted the development of bioinformatics. This paper reviews the application and research progress of machine learning technology in bioinformatics.
AB - Artificial intelligence is an important branch of computer science, and machine learning is an important component of artificial intelligence. Machine learning enables computers to simulate human learning behavior, acquire knowledge and life skills spontaneously through learning, and constantly improve their performance in the process of learning, so as to achieve self-improvement. Bioinformatics is an interdisciplinary subject that applies mathematics and computer science to the index, classification and analysis of biomolecular information. Due to the characteristics and requirements of data in bioinformatics, many algorithms of artificial intelligence, especially machine learning, have been widely used in this field, which has greatly promoted the development of bioinformatics. This paper reviews the application and research progress of machine learning technology in bioinformatics.
KW - Machine learning
KW - bioinformatics
KW - cluster.
UR - http://www.scopus.com/inward/record.url?scp=85098537559&partnerID=8YFLogxK
U2 - 10.1109/CVIDL51233.2020.00-69
DO - 10.1109/CVIDL51233.2020.00-69
M3 - Conference Proceeding
AN - SCOPUS:85098537559
T3 - Proceedings - 2020 International Conference on Computer Vision, Image and Deep Learning, CVIDL 2020
SP - 369
EP - 374
BT - Proceedings - 2020 International Conference on Computer Vision, Image and Deep Learning, CVIDL 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 International Conference on Computer Vision, Image and Deep Learning, CVIDL 2020
Y2 - 10 July 2020 through 12 July 2020
ER -