data mining and analysis fundamental concepts and algorithms

data mining and analysis fundamental concepts and algorithms

ID：14840141

大?。?.93 MB

頁數(shù)：607頁

時間：2018-07-30

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

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

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

當前文檔最多預(yù)覽五頁，下載文檔查看全文

此文檔下載收益歸作者所有

當前文檔最多預(yù)覽五頁，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動畫的文件，查看預(yù)覽時可能會顯示錯亂或異常，文件下載后無此問題，請放心下載。
2. 本文檔由用戶上傳，版權(quán)歸屬用戶，天天文庫負責(zé)整理代發(fā)布。如果您對本文檔版權(quán)有爭議請及時聯(lián)系客服。
3. 下載前請仔細閱讀文檔內(nèi)容，確認文檔內(nèi)容符合您的需求后進行下載，若出現(xiàn)內(nèi)容與標題不符可向本站投訴處理。
4. 下載文檔時可能由于網(wǎng)絡(luò)波動等原因無法下載或下載錯誤，付費完成后未能成功下載的用戶請聯(lián)系客服處理。