https://scholars.lib.ntu.edu.tw/handle/123456789/484433
DC 欄位 | 值 | 語言 |
---|---|---|
dc.contributor.author | Hsieh, S.-H. | en_US |
dc.contributor.author | Wang, Z. | en_US |
dc.contributor.author | Cheng, P.-H. | en_US |
dc.contributor.author | Lee, I.-S. | en_US |
dc.contributor.author | Hsieh, S.-L. | en_US |
dc.contributor.author | FEI-PEI LAI | en_US |
dc.date.accessioned | 2020-04-16T02:35:04Z | - |
dc.date.available | 2020-04-16T02:35:04Z | - |
dc.date.issued | 2010 | - |
dc.identifier.uri | https://scholars.lib.ntu.edu.tw/handle/123456789/484433 | - |
dc.description.abstract | In the paper, we classify cancer with the Leukemia cancer of medical diagnostic data. Information gain has been adapted for feature selections. A Leukemia cnacer model that utilizes Information Gain based on Support Vector Machines (IG-SVM) techniques and enhancements to evaluate, interpret the cacer classification. The experimental results indicate that the SVM model illustrates the highest accuracy of classifications for Leukemia cancer. ? 2010 IEEE. | - |
dc.relation.ispartof | IEEE International Conference on Industrial Informatics (INDIN) | - |
dc.subject | Leukemia cancer; Microarray; Support vector machine | - |
dc.subject.classification | [SDGs]SDG3 | - |
dc.subject.other | Cancer classification; Feature selection; Information gain; Leukemia cancer; Medical diagnostics; SVM model; Diseases; Gears; Information science; Vectors; Support vector machines | - |
dc.title | Leukemia cancer classification based on support vector machine | en_US |
dc.type | conference paper | en |
dc.identifier.doi | 10.1109/INDIN.2010.5549638 | - |
dc.identifier.scopus | 2-s2.0-77956563893 | - |
dc.identifier.url | https://www.scopus.com/inward/record.uri?eid=2-s2.0-77956563893&doi=10.1109%2fINDIN.2010.5549638&partnerID=40&md5=288a6756c8c0e7571d9bb40d314bdb3b | - |
dc.relation.pages | 819-824 | - |
item.fulltext | no fulltext | - |
item.openairetype | conference paper | - |
item.openairecristype | http://purl.org/coar/resource_type/c_5794 | - |
item.grantfulltext | none | - |
item.cerifentitytype | Publications | - |
crisitem.author.dept | Biomedical Electronics and Bioinformatics | - |
crisitem.author.dept | Computer Science and Information Engineering | - |
crisitem.author.dept | Electrical Engineering | - |
crisitem.author.orcid | 0000-0003-0179-7325 | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
顯示於: | 生醫電子與資訊學研究所 |
在 IR 系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。