Data Mining for Building Neural Protein Sequence Classification Systems with Improved Performance

• Main Authors: Wang, Dianhui, Lee, Nung Kion, Dillon, Tharam S.
• 格式: Conference or Workshop Item
• 語言: English
• 出版: IEEE 2003
• 主題: QA75 Electronic computers. Computer science; T Technology (General)
• 在線閱讀: http://ir.unimas.my/id/eprint/11927/1/Data%20Mining_abstract.pdf; http://ir.unimas.my/id/eprint/11927/; http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1223671

Traditionally, two protein sequences are classified into the same class if their feature patterns have high homology. These feature patterns were originally extracted by sequence alignment algorithms, which measure similarity between an unseen protein sequence and identified protein sequences. Neur...