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

• 主要な著者: Wang, Dianhui, Lee, Nung Kion, Dillon, Tharam S.
• フォーマット: Conference or Workshop Item
• 言語: English
• 出版事項: IEEE 2003
• 主題: QA75 Electronic computers. Computer science; T Technology (General)
• オンライン･アクセス: 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...