碩士 / 元智大學 / 資訊工程學系 / 100 / Electron transport chain is a important part of the biological respiration, it working in the inner member of mitochondrion through the chain of the five protein complexes, the first four complexes transfer electron from a donor complex to an accept complex, and then create hydrogen ion concentration gradient by using the chemicals energy produced by passing electrons to transfer hydrogen to the outer membrane, finally hydrogen ion pass through and lead fifth complex to the synthesis of biologically important energy ATP.Membrane protein separation experiment and anotation is very difficult, so we use machine learning technology to analysis and then classification the protein instead of a complicated experiment.
We analyzed the sequence of electron transport chain by used PSSM as the basic features and extract from the 544 amino acids biochemical property as additional features, and using the RBF network as a classifier.
| Identifer | oai:union.ndltd.org:TW/100YZU05392021 |
| Creators | Chih-Hung Wang, 王志宏 |
| Contributors | 歐昱言 |
| Source Sets | National Digital Library of Theses and Dissertations in Taiwan |
| Language | zh-TW |
| Detected Language | English |
| Type | 學位論文 ; thesis |
| Format | 56 |
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