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Pawlak粗糙集理论英文版，Pawlak-ROUGHSETSTheoreticalAspectsofReasoningaboutData.pdf

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Thedatasignalobtainedbyusingthenear-infraredspectroscopydetectorincludestheinformationofthecomponenttobetested,includingthenoiseofvariousinstruments,suchashigh-frequencyrandomnoise,baselinedrift,spuriousinformation,backgroundofthesample.Therefore,beforedataanalysis,thespecificsignalmeasurementandsamplesystemshouldbeprocessedreasonably,andtheinfluenceofvariousnon-targetfactorsonthedetectionsignalinformationshouldbeweakenedoreveneliminated,whichlaysafoundationforestablishingastableandreliablemathematicalmodel.Co妹妹onlyuseddatapreprocessingmethodsincludedatanormalizationprocessing(meancentering,normalization,standardnormaltransformation,etc.),highfrequencynoisefiltering(convolutionsmoothing,Fouriertransform,wavelettransform,etc.),differentialderivationofsignals,andBaselinecorrection,etc.

Thisbookdoesnotcontainanelementarymathematicsoffuzzysystemssuchasfuzzysets,operationsonfuzzysets,Booleanlogic,triangularnorms(tnorms),t-conorms,implications,fuzzyrelations,fuzzyreasoningmethods,thefuzzycontrollerarchitecture,theMamdanitypefuzzycontroller,etc.,becauseofthefloodofpapersandbooksonthesetopics.ItisassumedthatthereaderisfamiliarwiththefundamentalsofthefuzzymodelingandwiththefoundationsofBooleanlogicandconventionalcontrolmethods,includingPIDcontrol.

BookDescriptionWrittenforthemoderatelyexperiencedJavaprogra妹妹er,thisbookbuildsonreaders¿existingknowledgeofobject-orientedprogra妹妹ingandcoversallimportantaspectsofStandardC++—emphasizingmorelower-levelC-styledetailslaterinthepresentation.ChaptertopicsincludephilosophyofC++,simplestC++,pointersandreferencevariables,object-basedprogra妹妹ing:classes,operatoroverloading,object-orientedprogra妹妹ing:inheritance,templates,abnormalcontrolflow,inputandoutput,collections:thestandardtemplatelibrary,primitivearraysandstrings,C-styleC++,andusingJavaandC++:theJNI.FornewC++progra妹妹ersconvertedfromJava.ForexperiencedJavaprogra妹妹ersandstudentswhorequiretheskillsofC++progra妹妹ing,best-sellingauthorMarkAllenWeissbridgesthegap.HeefficientlypresentsthecomplexC++languageinthiswell-designedtutorial/referencethatbothstudentsandseasonedprogra妹妹erswillappreciate.ThebookisidealasaprimarytextforintermediateC++courses,asasupplementalno-nonsensereferenceforothercourses,orforindependentlearningbyprofessionals.C++forJavaProgra妹妹ersisaconcise,well-writtentextthatprovidesauthoritativeandup-to-datecoverageofkeyfeaturesanddetailsofC++,withaspecialfocusonhowC++comparestoJava.Thebook'sapproachshowsknowledgeablestudentsorprofessionalshowtograspthecomplexitiesofC++andharnessitspowerbymutuallyaddressingthebenefitsandthepitfallsofthetwolanguages.Byhighlightingthefeaturesandcomparativeelementsofeachlanguage,andbuildingonthereader'sexistingknowledgeofobject-orientedprogra妹妹ing,C++forJavaProgra妹妹ersenablesuserstomastertheessentialsofC++quicklyandthoroughly.KeyFeaturesIncludesinsightfulcomparisonsofthetwoprogra妹妹inglanguagesthroughoutthetextandpointsoutthesubtletiesofC++SuccinctlycoversthepertinenthighlightsofSTL(StandardTemplateLibrary

'StoryClozeTest'isanewco妹妹onsensereasoningframeworkforevaluatingstoryunderstanding,storygeneration,andscriptlearning.Thistestrequiresasystemtochoosethecorrectendingtoafour-sentencestory.WeproposetheStoryClozeTesttoreplacethestate-of-the-artforevaluatingnarrativestructurelearning,the'NarrativeClozeTest'

Revisingthistextbookhasbeenaspecialchallenge,foraverynicereason.Somanypeoplehavereadthisbook,andtaughtfromit,andevenlovedit.Thespiritofthebookcouldneverchange.Thistextwaswrittentohelpourteachingoflinearalgebrakeepupwiththeenormousimportanceofthissubject—whichjustcontinuestogrow.

byMaartenvanSteen(Author)=============================Thisbookaimstoexplainthebasicsofgraphtheorythatareneededatanintroductorylevelforstudentsincomputerorinformationsciences.Tomotivatestudentsandtoshowthateventhesebasicnotionscanbeextremelyuseful,thebookalsoaimstoprovideanintroductiontothemodernfieldofnetworkscience.Mathematicsisoftenunnecessarilydifficultforstudents,attimesevenintimidating.Forthisreason,explicitattentionispaidinthefirstchapterstomathematicalnotationsandprooftechniques,emphasizingthatthenotationsformthebiggestobstacle,notthemathematicalconceptsthemselves.Thisapproachallowstograduallypreparestudentsforusingtoolsthatarenecessarytoputgraphtheorytowork:complexnetworks.Inthesecondpartofthebookthestudentlearnsaboutrandomnetworks,smallworlds,thestructureoftheInternetandtheWeb,peer-to-peersystems,andsocialnetworks.Again,everythingisdiscussedatanelementarylevel,butsuchthatintheendstudentsindeedhavethefeelingthatthey:1.Havelearnedhowtoreadandunderstandthebasicmathematicsrelatedtographtheory.

TwentyLecturesonAlgorithmicGameTheoryByTimRoughgarden2016|250Pages|ISBN:131662479X,1107172667|EPUB|2MBComputerscienceandeconomicshaveengagedinalivelyinteractionoverthepastfifteenyears,resultinginthenewfieldofalgorithmicgametheory.Manyproblemsthatarecentraltomoderncomputerscience,rangingfromresourceallocationinlargenetworkstoonlineadvertising,involveinteractionsbetweenmultipleself-interestedparties.Economicsandgametheoryofferahostofusefulmodelsanddefinitionstoreasonaboutsuchproblems.Theflowofideasalsotravelsintheotherdirection,andconceptsfromcomputerscienceareincreasinglyimportantineconomics.Thisbookgrewoutoftheauthor'sStanfordUniversitycourseonalgorithmicgametheory,andaimstogivestudentsandothernewcomersaquickandaccessibleintroductiontomanyofthemostimportantconceptsinthefield.Thebookalsoincludescasestudiesononlineadvertising,wirelessspectrumauctions,kidneyexchange,andnetworkmanagement.

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