DocumentCode
1684062
Title
Finding relevant knowledge: KBCC applied to DNA splice-junction determination
Author
Thivierge, Jean-Philippe ; Shultz, Thomas R.
Author_Institution
Dept. of Psychol., McGill Univ., Montreal, Que., Canada
Volume
2
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
1401
Lastpage
1405
Abstract
Knowledge-based cascade-correlation (KBCC) was applied to splice-junction determination using biological rules as prior knowledge. Since not all rules are recruited, KBCC is useful in assessing relevant CC sources. Fewer recruits are required than CC. However, KBCC does not outperform CC on learning speed and accuracy, due to limited relevancy of some sources
Keywords
DNA; biology computing; correlation methods; knowledge based systems; learning (artificial intelligence); neural nets; DNA splice-junction; biology computing; knowledge-based cascade-correlation; learning; machine learning; neural networks; relevancy; Amino acids; DNA; Humans; Knowledge management; Network topology; Neural networks; Psychology; Quality management; Recruitment; Sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location
Honolulu, HI
ISSN
1098-7576
Print_ISBN
0-7803-7278-6
Type
conf
DOI
10.1109/IJCNN.2002.1007721
Filename
1007721
Link To Document