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
fDate :
6/24/1905 12:00:00 AM
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;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1007721
