processrrrr333

Indexr,169X,169abstraction,52accesssupportrelation,139ACIDprinciple,270ACIDproperties,301activedatabasesystem,234activities-group,369-optional,369-prescribed,369adaptability,445agent,448aggregatefunction,107aggregation,402algebra,167algebraicoperator,seeoperatorAMPS,442anti-Join,179application-awareadaptability,446archiving,407artificialkeys,80ASR,139associationminingalgorithms-Apriori,496-CARMA,510-CountDistribution,511-DataDistribution,511-DIC,51O-Eclat,504-FP-tree,500-FreeSpan,516-FUP,510-GSP,513-Partition,509-PrefixSpan,516-SPADE,516-SPIRlT,515-WAP-mine,516associationrules,490-generalized,507-multiple-level,507-quantitative,506atomicity,270attribute,29,88,227,517-540-classlabel,518-522-classlabelattribute,538,540-dependent,517,518-predictor,517,518,521,523-set-valued,160--indexing,163--joinon,160-splitting,520-523,525,526-test,seesplittingavg,107awareness,370,382basenode,437Bayesianbeliefnetworks,seeBayesiannetworksBayesiannetworks,534Bayou,466BCIS,469BIRCHalgorithm,547-549-clusteringfeaturetree(CF-tree),547,548-clusteringfeaturevector(CF-vector),547BLOB,240,298broadcast,468-caching,473-index,471broadcastdisks,471bushytree,182C4.
5algorithm,522cache,458,473cachemiss,463cachereplacement,473caching,462CACTUSalgorithm,555CARTalgorithm,522categorization,64cell,437cellulardigitalpacketdata(CDPD),441CG-tree,158CHAIDalgorithm,522568Indexcircuit-switchedwirelesstechnologies,439.
CLARAalgorithm,544CLARANSalgorithm,544class,237classdependence,71classdiagrams,61classhierarchy,59classindependence,71classification,67,517-538-backpropagation,534-535-Bayesianclassifier,533-534-Bayesianclassifiers,518-bootstrapping,538-C4.
5algorithm,522-CARTalgorithm,522-case-basedreasoning,536-CHAIDalgorithm,522-classconditionalindependenceassumption,534-classificationrules,532-533-classifier,518-538-classifieraccuracy,536-538-decisiontable,518-decisiontree,518-533--buildingphase,520--decisiontreeinductionphase,seebuildingphase--growthphase,seebuildingphase--pruningphase,520-entropy,522-fuzzysetalgorithms,536-gainratio,524-geneticalgorithms,518,536-giniindex,522,526-528-holdout,537-ID3algorithm,522-impuritymeasure,522,539-impurity-basedsplitselectionmethod,521-informationgain,522-526-instance-basedlearning,535-k-foldcross-validation,537-k-nearestneighborclassifiers,518,535-536-leave-one-outcross-validation,538-neuralnetworkclassifiers,518,534-535-overfittingproblem,528-532-postpruningapproach,530-predictiveaccuracy,517-prepruningapproach,529-pruningphase,529-PUBLICalgorithm,531-roughsetalgorithms,518,536-splitpoint,527-528-splitselectionmethod,521-528-splittingpredicate,527-splittingsubset,527-528-SPRINTalgorithm,522,526,532-stratification,537-stratifiedk-foldcross-validation,537-testset,536-trainingset,536classifieraccuracy,536-538clause-define,113-from,108-groupby,112-select,108-where,108client-server,135client-servercomputing,447CLIQUEalgorithm,552cluster,353,540-555clusteranalysis,415clustering,129,540-555-agglomerativeapproach--dendrogram,545-categoricalattributes,552-555--CACTUSalgorithm,555--ROCKalgorithm,553-554--STIRRalgorithm,554-CLARAalgorithm,544-CLARANSalgorithm,544-CLIQUEalgorithm,552-complexity,129-DBCLASDalgorithm,551-DBSCANalgorithm,551-DENCLUEalgorithm,551-density-basedmethods,541,550-551-EM(ExpectationMaximization)algorithm,543-graphpartitioning,132-grid-basedmethods,541,551-552-hierarchicalmethods,541,544-550HandbookonDataManagementinInformationSystems569--agglomerativeapproach,544-550,553--averagelinkalgorithms,546--BIRCHalgorithm,547-549--bottom-upapproach,seeagglomer-ativeapproach--centroidlinkalgorithms,546--completelinkalgorithms,545,546--CUREalgorithm,549-550--divisiveapproach,544--singlelinkalgorithms,545,546--top-down,seedivisiveapproach-K-meansalgorithm,541-543-K-medoidsalgorithm,541,543-544-model-basedmethods,541-OPTICSalgorithm,551-PAMalgorithm,543-544-partitioningmethods,541-544-STINGalgorithm,551-552-stochastic,132-WaveClusteralgorithm,551-552Coda,458,464CODASYLDBTG,22Codd-completelanguage,231codegeneration,186coercion,114cognition,63cognitiveeconomy,64complexobject,236composition,60conceptualmodel,57concurrencycontrol,465confidence,491conflictresolution,460connection-orientedwirelesstechnolo-gies,439connectionlesswirelesstechnologies,439connectivity,58consistency,270consistencycontrol,475constructor,95-array,107-bag,107-inqueries,107-list,107-set,107contentmanagement,372Content-BasedImageRetrieval,306controlflow,376conversion,114CORBA,223count,107crossproduct,181CUREalgorithm,549-550d-join,168danglingreference,127data-semanticsof,50datadefinitionlanguage,20datadistribution,333datahoarding,455datamanipulationlanguage,20datamarts,409datamining,68,73,413datamodel,20,52-hierarchical,52,56-network,53,56-object-oriented,80-84-relational,55,56-semantic,57datamodeling,50,51-conceptual,50-semantic,50datapersistence,33datasemantics,51,57datashipping,136datastream,275datawarehouse,44,223,393datawarehousearchitecture,44database,19-relational,227databasedesign,19databasedesignprocess,19,227databasemanagement,20,222databaseschema,227databasesystem-federated,38-heterogeneous,224-mediated,42-object-oriented,223-object-relational,224databasesystems-disconnectedoperation,460-weakconnectivity,465Datacycle,469570Indexdataflow,376Datalog,232DB2,31DBCLASDalgorithm,551DBSCANalgorithm,551DCOM,223de-normalization,403decisiontree,520declarativequerylanguage,230declustering,196-DYOP,202-hash,196-MAGIC,199-range,196-round-robin,196DECT,444deductivedatabase,232define,113defineclause,166DENCLUEalgorithm,551dependency-join,168destructor,95deviationdetection,557dicing,416differenceoperation,230dimensionalbusinessmodel,397disconnectedoperation,454DiscreteCosineTransformation(DCT),294dissemination,469distinct,108distincttype,239DocumentObjectModel,249DOMtree,249domain,29Donoho-Stahelestimator,536DTD,247dualbuffering,138durability,270dynamicprocesscreation,369dynamicteamcreation,369dynamicworkspacecreation,369DYOPdeclustering,202encapsulation,33,61,236entitytype,57Entity-Relationshipmodel,227entropy,522-526EOS,135Exodus,34,134expandoperator,168,169extensionalrelation,232extent,88-logical,183-physical,183-strict,183factorization,165,166faulttolerance,334Ficus,465filesystems,21-disconnectedoperation,458-weakconnectivity,462foreignkey,55forwardengineering,228frequentitemsets-anti-monotonicity,493-closed,494-lattice,493-maximal,494from,108functionmaterialization,149functionaljoin,120gainratio,524generalization,59generalizedmaterializationrelation,150-completeness,151-invalidation,152-reducinginvalidationoverhead,153-RRR,153-storagerepresentation,152-validity,151GEOsystems,443giniindex,526-528GMR,150granularity,401greedygraphpartitioning,132groupby,112grouping,112groupingoperator,169-binary,177-unary,169groupware,372GSM,442hashpartitioning,196HandbookonDataManagementinInformationSystems571having,113heterogeneity,41heterogeneousconfigurations,203hierarchicaldatamodel,27hierarchicaldatabasesystems,25hoarding,455horizontaldeclustering,196-DYOP,202-hash,196-MAGIC,199-range,196-round-robin,196horizontalminingalgorithms,495horizontalpartitioning,196-DYOP,202-hash,196-MAGIC,199-range,196-round-robin,196HSM,302hybriddatadelivery,469ID3algorithm,522IDEAmethodology,242IDMS,22Illustra,117image,289impedancemismatch,82impuritymeasure,539IMS,26inclusiondependency,227indexstructures,317indexing,471-functionresults,149-pathexpressions,139-set-valuedattributes,163indexingtypehierarchies,155inference,64informationgain,522-526informationhiding,237informationmodel,57InformixDynamicServer,240inheritance,33,96,237-multiple,98,104insertionmanager,405integrator,406integrityconstrains,19intensionalrelation,232interoperability,73isolation,270isolation-onlytransactions,461Itasca,119Jaccardcoefficient,553Java,238join,120-functional,120-onsetset-valuedattributes,160-pointer-based,120joinindexhierarchy,145k-nearestneighborclassifiers,535-536key,30,227knowledgeorganization,63largeobjectmanagement,133latebinding,101LEOsystems,443LittleWorkproject,464Lixto,234logic-basedquerylanguage,231loosereads,465looselycoupled,40MAGICdeclustering,199marketbasketanalysis,490materialization,61materializeoperator,168,169max,107MDL(MinimumDescriptionLength)principle,530--531mediaclients,322mediaserver,322medoid,549memorymapping,127MEOsystems,443metaalgebra,258meta-database,407Meta-SQL,260method,250min,107mobileagents,452mobilecomputing,431-adaptability,445-architecture,437-challenges,433-disconnectedoperation,454-infrastructure,437572Index-models,444-resources,476-softwarearchitectures,444-transactionmanagement,461,466-weakconnectivity,462modelsofconcepts,64-classical,64-exemplar,65-prototype,64monitor,45monitoring,406MSAccess,31multi-dimensionalanalysis,416multi-tierarchitectures,447multimediadatamodels,304multimediadatabasesystem,300multimediadatabases,73multimediaobjects,288multiplefactscheme,399multiplestarscheme,400mutator,95naturaljoinoperation,230nestedrelation,234networkdatabase,23networkdatabasesystems,22networkpartition,461neuralnetworkclassifiers,534-535NFST,165,166normalization,58,165,16602,34,117object-identity,87-state,87-type,87objectalgebra,167objectdiagrams,61objectidentifier,117-B+-Tree,119-directmapping,119-hashtable,119-logical,118-physical,117objectmanager,117objectmodeling,61objectquerylanguage,106objectserver,137objecttypedefinition,88object-basedlanguage,249object-orientation,236object-orienteddatabasesystems,33object-orientedmodeling,85-advantagesof,84object-relationaldatabase,239ObjectStore,34,117,128observer,95Ode,34ODL,95ODMG,106ODMGstandard,85OID,117OLAP,45,415on-linere-organization,203-migrate,206-monitor,206-predict,206onlineanalyticalprocessing,45,415ontology,62operationaldatastore,410operator-expand,168-grouping--binary,177--unary,169-join--d-join,168--outer-join,175--semi-join,175-project,168-scan,168-select,168OPTICSalgorithm,551OQL,106,252-abbreviations,115-aggregatefunction,107-collectionoperation,111-constructor,107-conversion,114-distinct,108-grouping,112-nestedquery,110-nil,108-ordering,112-pathexpression,106-quantifier,109-queryblock,108HandbookonDataManagementinInformationSystems573-struct,109-UNDEFINED,108-view,113OQLqueries,35Oracle,32,119orderby,113ordering,112ORE,203-migrate,206-monitor,206-predict,206--OVERLAP,208outboardtable,399outlier,548-550,555outlierdetection,555-557-discordancytest,556-distance-basedapproach,556-statisticalapproach,556outriggertable,400OVERLAP,208packet-orientedwirelesstechnologies,439pageserver,137paging,442PAMalgorithm,543-544paralleljoin-Gracehash-join,201-Hybridhash-join,202-sort-merge,201partitioning,196,402,415-DYOP,202-hash,196-MAGIC,199-range,196-round-robin,196pathexpression,106,140,250PHS,444pivoting,416plan,165plangeneration,181pointerchasing,120pointerswizzling,124-adaptable,124-copy,124-direct,124-eager,124-inplace,124-indirect,124-reversereferencelist,125-RRR,125post-relational,22prediction,518,538-540-linearmodel,539-linearregression,538-regression,538-regressionequation,538-regressiontree,539-540prefetching,473primarykey,55Pro-motioninfrastructure,468proceduraldata,256proceduralquerylanguage,230projectoperator,168projectionoperation,229properties,62-behavioral,70-relational,70-structural,70proxy,448,451publicpacket-switchednetworks,441pull-baseddatadelivery,468push-baseddatadelivery,468quantifier-existential,178-universal,109,178Quel,256query,20-nested,110queryblock,108queryexecutionplan,165querylanguage,20queryoptimization,230-cost-based,165-disjunction,185-inthepresenceofclasshierarchies,182-phases,164queryoptimizer,164-architecture,165queryrepresentation,167queryrewrite,171-decorrelation,173-quantifier,178-semanticrewrite,180-type-basedrewriting,171-unnesting,173574Indexqueryserver,256queryshipping,136queryingtechniques,309RAIDarchitecture,263RAID-O,263RAID-l,263RAID-2,264RAID-3,265RAID-4,-5,-6,265rangepartitioning,196rangepredicate,178raster-graphicsmodel,269recursion,233redundancy,53refinement,101reflectivealgebra,256regression,538reintegration,457relationalalgebra,30,230relationalcalculus,230relationaldatamodel,227relationaldatabases,29-deficienciesof,80relationship,88-recursive,92-ternary,92relationships,54-57-many-to-many,53,59-one-to-many,52,58relevancefeedback,303relocationstrategy,138retrievalmanager,405reverseengineering,228reversereferencelist,125reversereferencerelation,153ROCKalgorithm,553-554roles,377round-robinpartitioning,196Rover,468RPC,451RRL,125RRR,153rule,232Rumor,465satellitenetworks,443scrubbing,414searchspace,165segmentation,80select,108SELECT.
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WHERE,31selectoperator,168selectionoperation,229semanticanalysis,165,166semantics,53semi-structureddata,243semi-structuredprocesses,369,381sequentialpatterns,490,511sessionguarantees,467shareddisk,332sharedeverything,331sharednothing,332Shore,119signature,161similarityfunctions,314slicing,416snowflakescheme,401spatialdata,268specialization,59SPRINTalgorithm,522,526SQL,29,56,68,71starscheme,399Starburst,134starflakescheme,401STINGalgorithm,551-552STIRRalgorithm,554struct,109subclass,60substitutability,96subtype,60,96sum,107superclass,60superimposedcoding,161superkey,30supertype,60supplychain,383support,491,511supportstation,437synchronization,136table,227templatematching,314temporaldatabase,266Texaspersistentstore,127things,62three-ballarchitecture,380tightlycoupled,40HandbookonDataManagementinInformationSystems575transaction,20transactionconcept,270transactionmanagement,461,466transactionprocessing,51,68transactiontime,267translationofqueries,165translationofqueriesintoalgebra,168tree-structurediagram,25TSQL,267tuple,227two-tierreplication,462type-hierarchy,96typeproperty-behavior,95-extent,93-key,93-status,88UNDEFINED,108unionoperation,230unsupervisedclassification,seeclusteringunsupervisedlearning,seeclusteringuser-definedfunction,107,239user-definedtime,267user-definedtype,239validtime,267Versant,119verticalminingalgorithms,495view,113viewintegration,66,69virtualdatawarehouse,410virtualmemory,127visitornode,437VoDserver,323warehousemanager,45,405warehouserepository,407WaveClusteralgorithm,551-552weakconnectivity,462weaktransactions,466Webservice,274webwarehousing,411WebExpress,451WfMS,371WfMSarchitecture,378where,108wirelesslocalareanetworks,443wirelessnetworks,438workflow,273workflowactivities,372,373workflowcoordination,369workflowdefinitiontools,377workflowdependencies,372,374workflowengine,373WorkflowManagementSystems,371workflowmodels,373workflowmonitoringtools,378workflowparticipants,374workflowreferencearchitecture,373workflowresources,372,374workflowspecificationlanguages,375wrapper,45XML,245XPath,254XQuery,255XSL,253ListofContributorsJacekBlaiewiczInstituteofBioorganicChemistryPolishAcademyofSciencesLaboratoryofBioinformaticsul.
Noskowskiego1261-704PoznanPolandOmranBukhresComputerScienceDepartmentSchoolofSciencePurdueUniversity723W.
MichiganSt.
SL280IndianapolisIndiana46202,USAAndrzejCichockiTelcordiaTechnologies106EastSixthStreetAustinTexas,USAUlrichDorndorfINFORM-InstitutfurOperationsResearchundManagementGmbHPascalstr.
23D-52076AachenGermanyChrisGahaganBMCSoftware2101CityWestBlvd.
HoustonTexas77042,USAShanGao941W.
37thPlaceComputerScienceDepartmentUniversityofSouthernCaliforniaLosAngelesCA90089-0781,USADimitriosGeorgakopoulosTelcordiaTechnologies106EastSixthStreetAustinTexas,USAShahramGhandeharizadeh941W.
37thPlaceComputerScienceDepartmentUniversityofSouthernCaliforniaLosAngelesCA90089-0781,USAOdejKaoDepartmentofComputerScienceTUClausthalJulius-Albert-Strasse4D-38678Clausthal-ZellerfeldGermanyAlfonsKemperFakultatfurMathematikundInformatikUniversitatPassauInnstr.
3094030PassauGermanyRussKraussBMCSoftware2101CityWestBlvd.
HoustonTexas77042,USAZbyszkoKrolikowskiInstituteofComputingSciencePoznanUniversityofTechnologyul.
Piotrowo3a60-965PoznanPoland578ListofContributorsGuidoMoerkotteFakultiitflirMathematikundInformatikUniversitiitMannheimD7,2768131MannheimGermanyTadeuszMorzyInstituteofComputingSciencePoznanUniversityofTechnologyul.
Piotrowo3a60-965PoznanPolandJeffreyParsonsFacultyofBusinessAdministrationMemorialUniversityofNewfound-landSt.
John'sNFAlB3X5,CanadaErwinPeschUniversityofSiegenFB5-ManagementInformationSystemsHoelderlinstr.
3D-57068SiegenGermanyEvaggeliaPitouraDepartmentofComputerScienceMetavatikoBuildingDouroutiCampusP.
O.
Box1186GR45110-IoanninaGreeceMarekRusinkiewiczTelcordiaTechnologies106EastSixthStreetAustinTexas,USAGottfriedVossenDept.
ofInformationSystemsUniversityofMunsterLeonardo-Campus3D-48149MunsterGermanyandPROMATISCorp.
3223CrowCanyonRoadSuite300SanRamonCA94583,USAMaciejZakrzewiczInstituteofComputingSciencePoznanUniversityofTechnologyul.
Piotrowo3a60-965PoznanPolandArkadyZaslavskySchoolofComputerScienceandSoftwareEngineeringMonashUniversity900DandenongRoadCaulfieldEastMelbourneVic3145,Australia