data mining and analysis fundamental concepts and algorithms

data mining and analysis fundamental concepts and algorithms

ID：14840141

大小：9.93 MB

頁(yè)數(shù)：607頁(yè)

時(shí)間：2018-07-30

data mining and analysis fundamental concepts and algorithms_第1頁(yè)
data mining and analysis fundamental concepts and algorithms_第2頁(yè)
data mining and analysis fundamental concepts and algorithms_第3頁(yè)
data mining and analysis fundamental concepts and algorithms_第4頁(yè)
data mining and analysis fundamental concepts and algorithms_第5頁(yè)
資源描述：

《data mining and analysis fundamental concepts and algorithms》由會(huì)員上傳分享，免費(fèi)在線(xiàn)閱讀，更多相關(guān)內(nèi)容在學(xué)術(shù)論文-天天文庫(kù)。

1、DATAMININGANDANALYSISThefundamentalalgorithmsindataminingandanalysisformthebasisfortheemergingfieldofdatascience,whichincludesautomatedmethodstoanalyzepatternsandmodelsforallkindsofdata,withapplicationsrangingfromscienti?cdiscoverytobusinessintelligenceandanalytics.Thistextbookforseniorunde

2、rgraduateandgraduatedataminingcoursesprovidesabroadyetin-depthoverviewofdatamining,integratingrelatedconceptsfrommachinelearningandstatistics.Themainpartsofthebookincludeexploratorydataanalysis,patternmining,clustering,andclassi?cation.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-testedexamplesandexercisesthatallowfor?exibilityindesigningacourseandforeasyreference?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

當(dāng)前文檔最多預(yù)覽五頁(yè)，下載文檔查看全文

此文檔下載收益歸作者所有

當(dāng)前文檔最多預(yù)覽五頁(yè)，下載文檔查看全文
溫馨提示：
1. 部分包含數(shù)學(xué)公式或PPT動(dòng)畫(huà)的文件，查看預(yù)覽時(shí)可能會(huì)顯示錯(cuò)亂或異常，文件下載后無(wú)此問(wèn)題，請(qǐng)放心下載。
2. 本文檔由用戶(hù)上傳，版權(quán)歸屬用戶(hù)，天天文庫(kù)負(fù)責(zé)整理代發(fā)布。如果您對(duì)本文檔版權(quán)有爭(zhēng)議請(qǐng)及時(shí)聯(lián)系客服。
3. 下載前請(qǐng)仔細(xì)閱讀文檔內(nèi)容，確認(rèn)文檔內(nèi)容符合您的需求后進(jìn)行下載，若出現(xiàn)內(nèi)容與標(biāo)題不符可向本站投訴處理。
4. 下載文檔時(shí)可能由于網(wǎng)絡(luò)波動(dòng)等原因無(wú)法下載或下載錯(cuò)誤，付費(fèi)完成后未能成功下載的用戶(hù)請(qǐng)聯(lián)系客服處理。