返回
data mining and analysis fundamental concepts and algorithms

data mining and analysis fundamental concepts and algorithms

ID：14840141

大小：9.93 MB

页数：607页

时间：2018-07-30

data mining and analysis fundamental concepts and algorithms_第1页
data mining and analysis fundamental concepts and algorithms_第2页
data mining and analysis fundamental concepts and algorithms_第3页
data mining and analysis fundamental concepts and algorithms_第4页
data mining and analysis fundamental concepts and algorithms_第5页
资源描述：

《data mining and analysis fundamental concepts and algorithms》由会员上传分享，免费在线阅读，更多相关内容在学术论文-天天文库。

1、DATAMININGANDANALYSISThefundamentalalgorithmsindataminingandanalysisformthebasisfortheemergingfieldofdatascience,whichincludesautomatedmethodstoanalyzepatternsandmodelsforallkindsofdata,withapplicationsrangingfromscientificdiscoverytobusinessintelligenceandanalytics.Thistextbookforseniorunde

2、rgraduateandgraduatedataminingcoursesprovidesabroadyetin-depthoverviewofdatamining,integratingrelatedconceptsfrommachinelearningandstatistics.Themainpartsofthebookincludeexploratorydataanalysis,patternmining,clustering,andclassification.Thebooklaysthebasicfoundationsofthesetasksandalsocovers

3、cutting-edgetopicssuchaskernelmethods,high-dimensionaldataanalysis,andcomplexgraphsandnetworks.Withitscomprehensivecoverage,algorithmicperspective,andwealthofexamples,thisbookofferssolidguidanceindataminingforstudents,researchers,andpractitionersalike.KeyFeatures:•Coversbothcoremethodsandcu

4、tting-edgeresearch•Algorithmicapproachwithopen-sourceimplementations•Minimalprerequisites,asallkeymathematicalconceptsarepresented,asistheintuitionbehindtheformulas•Short,self-containedchapterswithclass-testedexamplesandexercisesthatallowforflexibilityindesigningacourseandforeasyreference•Su

5、pplementaryonlineresourcecontaininglectureslides,videos,projectideas,andmoreMohammedJ.ZakiisaProfessorofComputerScienceatRensselaerPolytechnicInstitute,Troy,NewYork.WagnerMeiraJr.isaProfessorofComputerScienceatUniversidadeFederaldeMinasGerais,Brazil.DATAMININGANDANALYSISFundamentalConceptsa

6、ndAlgorithmsMOHAMMEDJ.ZAKIRensselaerPolytechnicInstitute,Troy,NewYorkWAGNERMEIRAJR.UniversidadeFederaldeMinasGerais,Brazil32AvenueoftheAmericas,NewYork,NY10013-2473,USACambridgeUniversityPressispartoftheUniversityofCambridge.ItfurtherstheUniversity’smissionbydisseminatingknowledgeinthepursu

7、itofeducation,learning,andresearchatthehighestinternationallevelsofexcellence.www.cambridge.orgInformationonthistitle:www.cambridge.org/9780521766333cMohammedJ.ZakiandWagnerMeiraJr.2014Thispublicationisincopyright.Subjecttostatutoryexceptionandtotheprovi

当前文档最多预览五页，下载文档查看全文

此文档下载收益归作者所有

当前文档最多预览五页，下载文档查看全文
温馨提示：
1. 部分包含数学公式或PPT动画的文件，查看预览时可能会显示错乱或异常，文件下载后无此问题，请放心下载。
2. 本文档由用户上传，版权归属用户，天天文库负责整理代发布。如果您对本文档版权有争议请及时联系客服。
3. 下载前请仔细阅读文档内容，确认文档内容符合您的需求后进行下载，若出现内容与标题不符可向本站投诉处理。
4. 下载文档时可能由于网络波动等原因无法下载或下载错误，付费完成后未能成功下载的用户请联系客服处理。