Article(id=1242117832490680927, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242117814585197004, articleNumber=null, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1250524800000, receivedDateStr=2009-08-18, revisedDate=-2209017600000, revisedDateStr=1900-01-01, acceptedDate=null, acceptedDateStr=null, onlineDate=1165680000000, onlineDateStr=2006-12-10, pubDate=1165680000000, pubDateStr=2006-12-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1165680000000, onlineIssueDateStr=2006-12-10, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774073568697, creator=sys-migrate, updateTime=1774073568697, updator=sys-migrate, issue=Issue{id=1242117814585197004, tenantId=1146029695717560320, journalId=1146031591421210625, year='2006', volume='24', issue='0612', pageStart='1', pageEnd='84', issueExtLink='null', onlineDate='null', pubDate='1165680000000', pubDateStr='2006-12-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774073564428, creator='sys-migrate', updateTime=1774073564428, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=73, endPage=76, ext={EN=ArticleExt(id=1242117835871289970, articleId=1242117832490680927, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Review of Classification Algorithms in Data Mining, columnId=1242116810380743325, journalTitle=Science & Technology Review, columnName=Reviews, runingTitle=null, highlight=null, articleAbstract=With the application of database deepening and the size of database expanding quickly, Data Mining has recently become the hotspot. Classification, the problem among them especially because of its extensive usage, has acquired more and more concerns presently. On account of this, the article carried on an overview according to the present condition of data mining's classification. Firstly, the article discussed in detail the classification methods that were researched widely, such as Decision Tree, Artificial Neural Network and Bayesian classification. Secondly, the article analyzed the new brought forward algorithms briefly. Lastly, according to the data mining's developmental conditions and the emphases of research, the article forecasted the trends of the next research of classification., authors=null, authorsList=null, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=p5rexFdB1LUENOrVdJNOHQ==, pdfFileSize=433986, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1242117833639920231, articleId=1242117832490680927, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=数据挖掘分类算法研究综述, columnId=1242116809164390686, journalTitle=科技导报, columnName=综述文章, runingTitle=null, highlight=null, articleAbstract=随着数据库应用的不断深化,数据库的规模急剧膨胀,数据挖掘已成为当今研究的热点;特别是其中的分类问题,由于其使用的广泛性,现已引起了越来越多的关注。对数据挖掘分类问题的研究现状进行了综述:首先对研究比较多的基于判定树的归纳分类、基于人工神经网络的分类和基于统计的贝叶斯分类作了详细的讨论;然后对目前新提出的几种算法作了简要分析;最后根据数据挖掘的发展现状和研究重点对数据挖掘分类算法的发展趋势作了展望。, authors=王刚1 ,黄丽华1 ,张成洪1 ,夏洁2 , authorsList=王刚;黄丽华;张成洪;夏洁, authorCompany=1. 复旦大学管理学院2. 中南大学信息工程学院, correspAuthors=null, authorNote=null, correspAuthorsNote=王刚, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=yeqeFTiBQ9Cu84Jtcs3wMg==, pdfFileSize=433986, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null)}, authors=null, keywords=[Keyword(id=1242117833283404385, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=CN, orderNo=1, keyword=数据挖掘), Keyword(id=1242117833358901858, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=CN, orderNo=1, keyword=分类), Keyword(id=1242117833430205028, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=CN, orderNo=1, keyword=算法), Keyword(id=1242117833514091109, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=CN, orderNo=1, keyword=综述), Keyword(id=1242117834076132310, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=EN, orderNo=1, keyword=data mining), Keyword(id=1242117834134848106, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=EN, orderNo=1, keyword=classification), Keyword(id=1242117834235511404, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=EN, orderNo=1, keyword=algorithm), Keyword(id=1242117834327786095, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242117832490680927, language=EN, orderNo=1, keyword=review)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1784015846012, createdBy=null, updatedBy=13041195026, firstLetterCn=K, firstLetterEn=K, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1283818766098219763, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1784015846037, updatedTime=1784015846037, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1283818766144357108, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1784015846048, updatedTime=1784015846048, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=K, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/Y2006/V24/I0612/73, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/Y2006/V24/I0612/73, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/Y2006/V24/I0612/73, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/Y2006/V24/I0612/73, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1165680000000, fullTextJson=null, articleText=null, reference=null)
科技导报
|综述文章
2006
, 24
(0612) :
73
-76
数据挖掘分类算法研究综述
全屏
王刚1 ,黄丽华1 ,张成洪1 ,夏洁2
作者信息
Review of Classification Algorithms in Data Mining
Affiliations
出版时间: 2006-12-10
文章导航
随着数据库应用的不断深化,数据库的规模急剧膨胀,数据挖掘已成为当今研究的热点;特别是其中的分类问题,由于其使用的广泛性,现已引起了越来越多的关注。对数据挖掘分类问题的研究现状进行了综述:首先对研究比较多的基于判定树的归纳分类、基于人工神经网络的分类和基于统计的贝叶斯分类作了详细的讨论;然后对目前新提出的几种算法作了简要分析;最后根据数据挖掘的发展现状和研究重点对数据挖掘分类算法的发展趋势作了展望。
With the application of database deepening and the size of database expanding quickly, Data Mining has recently become the hotspot. Classification, the problem among them especially because of its extensive usage, has acquired more and more concerns presently. On account of this, the article carried on an overview according to the present condition of data mining's classification. Firstly, the article discussed in detail the classification methods that were researched widely, such as Decision Tree, Artificial Neural Network and Bayesian classification. Secondly, the article analyzed the new brought forward algorithms briefly. Lastly, according to the data mining's developmental conditions and the emphases of research, the article forecasted the trends of the next research of classification.
data mining
/
classification
/
algorithm
/
review
王刚;黄丽华;张成洪;夏洁.
数据挖掘分类算法研究综述.
科技导报,
2006
, 24
(0612)
: 73
-76
.
.
Review of Classification Algorithms in Data Mining[J].
Science & Technology Review ,
2006
, 24
(0612)
: 73
-76
.
2006年第24卷第0612期
PDF下载
300
148
引用本文
BibTeX
文章信息
接收时间:2009-08-18
首发时间:2006-12-10
出版时间:2006-12-10
收稿日期:2009-08-18
修回日期:1900-01-01
https://castjournals.cast.org.cn/joweb/kjdb/CN/1242117832490680927
复制链接
引用本文
BibTeX
2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
关闭全屏
BibTeX
EndNote
RefWorks
TxT