Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 최지환 | - |
| dc.contributor.author | 홍성환 | - |
| dc.date.accessioned | 2019-10-02T16:04:04Z | - |
| dc.date.available | 2019-10-02T16:04:04Z | - |
| dc.date.issued | 2019 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000171490 | en_US |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/10748 | - |
| dc.description.statementofresponsibility | prohibition | - |
| dc.description.tableofcontents | Abstract --- i List of contents --- ii List of figures --- iii List of algorithMaster --- vi Ⅰ. Introduction --- 1 1.1 Motivation and overview --- 1 1.2 Objective of the thesis --- 4 Ⅱ. Background --- 5 2.1 mRMR (Minimum Redundancy Maximum Relevance) --- 5 2.2 Mutual information estimation --- 7 Ⅲ. Methods --- 9 3.1 Our proposal 1: Robust mRMR --- 9 3.2 Our proposal 2: Feature clustering by mutual information --- 13 Ⅳ. Results and discussion --- 15 4.1 Data set description --- 15 4.2 Feature selection --- 15 4.3 Feature clustering --- 23 Ⅴ. Conclusion --- 27 References --- 28 |
- |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.source | /home/dspace/dspace53/upload/200000171490.pdf | - |
| dc.title | Mutual Information Based Feature Selection and Clustering for Biological Data | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22700/thesis.200000171490 | - |
| dc.description.degree | MASTER | - |
| dc.contributor.department | Information and Communication Engineering | - |
| dc.contributor.coadvisor | Sanghyun Park | - |
| dc.date.awarded | 2019-02 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 홍54 201902 | - |
| dc.date.accepted | 2019-01-30 | - |
| dc.contributor.alternativeDepartment | 정보통신융합전공 | - |
| dc.embargo.liftdate | 2023-01-01 | - |
| dc.contributor.affiliatedAuthor | Park, Sanghyun | - |
| dc.contributor.affiliatedAuthor | Hong, Seonghwan | - |
| dc.contributor.affiliatedAuthor | Choi, Jihwan P. | - |
| dc.contributor.alternativeName | 홍성환 | - |
| dc.contributor.alternativeName | Jihwan Choi | - |
| dc.contributor.alternativeName | 박상현 | - |
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- Department of Electrical Engineering and Computer Science Theses Master
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