Springer.Pattern.Recognition.Concepts.Methods.And.Applications.(2001).[3540422978].Irb

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1、J.P.MarquesdeSaPatternRecoanitionConcepts,MethodsandApplicationsWith197FiguresSpringerTomywifeWiesjeandoursonCarlos,lovingly.PrefacePatternrecognitioncurrentlycomprisesavastbodyofmethodssupportingthedevelopmentofnumerousapplicationsinmanydifferentareasofactivity.Thegenerallyrecognizedrelevanceofp

2、atternrecognitionmethodsandtechniqueslies,forthemostpart,inthegeneraltrendor"intelligent"taskemulation,whichhasdefinitelypervadedourdailylife.Robotassistedmanufacture,medicaldiagnosticsystems,forecastofeconomicvariables,explorationofEarth'sresources,andanalysisofsatellitedataarejustafewexamplesof

3、activityfieldswherethistrendapplies.Thepervasivenessofpatternrecognitionhasboostedthenumberoftask-specificmethodologiesandenrichedthenumberoflinkswithotherdisciplines.Ascounterbalancetothisdispersivetendencytherehavebeen,morerecently,newtheoreticaldevelopmentsthatarebridgingtogethermanyoftheclass

4、icalpatternrecognitionmethodsandpresentinganewperspectiveoftheirlinksandinnerworkings.ThisbookhasitsorigininanintroductorycourseonpatternrecognitiontaughtattheElectricalandComputerEngineeringDepartment,OportoUniversity.Fromtheinitialcoreofthiscourse,thebookgrewwiththeintentofpresentingacomprehens

5、iveandarticulatedviewofpatternrecognitionmethodscombinedwiththeintentofclarifyingpracticalissucswiththeaidofexarnplesandapplicationstoreal-lifedata.Thebookisprimarilyaddressedtoundergraduateandgraduatestudentsattendingpatternrecognitioncoursesofengineeringandcomputersciencecurricula.Inadditiontoe

6、ngineersorappliedmathematicians,itisalsocommonforprofessionalsandresearchersfromotherareasofactivitytoapplypatternrecognitionmethods,e.g.physicians,biologists,geologistsandeconomists.Thebookincludesreal-lifeapplicationsandpresentsmattersinawaythatreflectsaconcernformakingtheminterestingtoalargeau

7、dience,namelytonon-engineerswhoneedtoapplypatternrecognitiontechniquesintheirownwork,orwhohappentobeinvolvedininterdisciplinaryprojectsemployingsuchtechniques.Patternrecognitioninvolvesmathematicalmodelsofobjectsdescri