DC 欄位 | 值 | 語言 |
dc.contributor | Dept. of Electr. Eng., National Taiwan Univ. | en |
dc.contributor.author | Liu, Wei-Chuan | en_US |
dc.contributor.author | Huang, Jiun-Long | en_US |
dc.contributor.author | MING-SYAN CHEN | - |
dc.creator | Liu, Wei-Chuan;Huang, Jiun-Long;Chen, Ming-Syan | - |
dc.date.accessioned | 2018-09-10T05:22:29Z | - |
dc.date.available | 2018-09-10T05:22:29Z | - |
dc.date.issued | 2005 | - |
dc.identifier.uri | http://www.scopus.com/inward/record.url?eid=2-s2.0-33751181440&partnerID=MN8TOARS | - |
dc.identifier.uri | http://scholars.lib.ntu.edu.tw/handle/123456789/316167 | - |
dc.description.abstract | In this paper, we propose a framework, KACU (standing for K-means with hArdware Centroid Updating), to enhance the speed of K-means clustering algorithm by integrating a hardware centroid updating mechanism into the procedure of continuous K-means algorithm. To facilitate performance measurement, KACU is implemented in a commercial Field Programmable Gate Array (abbreviated as FPGA) device. The experimental results show that KACU is able to achieve considerably higher performance. © 2005 IEEE. | - |
dc.format | application/pdf | en |
dc.format.extent | 122011 bytes | - |
dc.format.mimetype | application/pdf | - |
dc.language | en | en |
dc.relation.ispartof | Emerging Information Technology Conference 2005 | en_US |
dc.source | AH-Scopus to ORCID | - |
dc.subject.other | Algorithms; Information technology; Performance; Clustering algorithm; Continuous K-means algorithm; Field programmable gate arrays | - |
dc.title | KACU: K-means with hardware Centroid-Updating | - |
dc.type | conference paper | en |
dc.identifier.doi | 10.1109/EITC.2005.1544347 | - |
dc.identifier.scopus | 2-s2.0-33751181440 | - |
item.fulltext | with fulltext | - |
item.grantfulltext | open | - |
dc.relation.pages | 68-70 | - |
dc.relation.journalvolume | 2005 | - |
item.cerifentitytype | Publications | - |
item.fulltext | with fulltext | - |
item.openairecristype | http://purl.org/coar/resource_type/c_5794 | - |
item.openairetype | conference paper | - |
item.grantfulltext | open | - |
crisitem.author.dept | Electrical Engineering | - |
crisitem.author.dept | Computer Science and Information Engineering | - |
crisitem.author.dept | Communication Engineering | - |
crisitem.author.dept | Networking and Multimedia | - |
crisitem.author.orcid | 0000-0002-0711-8197 | - |
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 | - |
crisitem.author.parentorg | College of Electrical Engineering and Computer Science | - |
顯示於: | 電機工程學系
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