churn+prediction+in+telecommunications+by+data+mining+technology.

churn+prediction+in+telecommunications+by+data+mining+technology.

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时间:2019-03-03

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1、UniversityIDStudentIDSecurityLevel避LY2010010HUNANUNIVERSITYChurnPredictioninTelecommunicationsStudentNameCollegeSupervisorMajorResearchfieldbyDataMiningTechnologySubmissionDateDefenseDateMASTER’STHESIS18m.December.201229m.December.2012DefenseCommitteeChairman:Prof.Luo—Ji—

2、aW—eiChurnPredictioninTelecommunicationsbyDataMiningTechnologyByNABILMOHAMMADA】mEELAL—SHARAFIAthesissubmittedinpartialFulfillmentoftheRequirementsforthedegreeofMasterofEngineeringinComputerScienceintheGraduateSchoolofHunanUniversitySupervisorProf.LI,ZHIYONGDecember.2012HU

3、NANUNIVERSITYDECLARATIoNI,NABILMOHAMMADAKHEELAL—SHARAFI,herebydeclarethattheworkpresentedinthisMaster’Sthesisemkled‘‘ChurnPredictioninTelecommunicationsbyDataMiningTechnology.’’ismyoriginalworkandhasnotbeenpresentedelsewhereforanyacademicqualification.Wherereferenceshaveb

4、eenusedfi'ombooks,publishedpapers,reportsandwebsites,itisfullyacknowledgedinaccordancewiththest锄dardreferencing’practicesofthediscipline.Student’ssignature:丛垒生CopyrightStatementPermissionisherewithgrantedtoHunanUniversitytocirculateandreproducefornon—commercialpurposes,at

5、itsdiscretion,thisthesisupontherequestofindividualsorinstitutions.Theauthordoesnotreserveotherpublicationfightsandthethesisnorextensiveextractsfromitbeprintedorotherwisereproducewithouttheauthor’Swrittenpermission.Thisthesisbelongsto:1.Secure2.Notsecurethispowerofattorney

6、isvalidafter(Pleasemarktheabovecorrespondingcheckboxwith“4”)Author’SSignature:世竺∑!LSupervisor’SSignature:Date:竺坚Js23Date:2Q选l3lZMASTER’ST胍SISDEDICATIONThisthesisisdedicatedtomyParentsMohammad,myfather,Fatimah,mymother,Shaima,mywife,NadaandMohammad,mylovelykidsandtoallmyfa

7、milymembers.Ialsoliketodedicatethismodestworkforeveryknowledgeseekers,students,andresearchersinthisspaciousuniverse.ChurnPredictioninTelecommunicationsbyDataMiningTechnologyABSTRACTInmobiletelecommunicationcompanies,prepaidcustomersarenotboundbyacontractandcanthereforecha

8、ngeoperatorsattheirconvenienceandwithoutanotificationtothecompany.Lossofacustomer,alsoknownaschu

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