03973nam 2200829z- 450 991055710960332120231214132900.0(CKB)5400000000040951(oapen)https://directory.doabooks.org/handle/20.500.12854/68493(EXLCZ)99540000000004095120202105d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAlgorithms in Decision Support SystemsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic resource (162 p.)3-0365-0588-1 3-0365-0589-X This book aims to provide a new vision of how algorithms are the core of decision support systems (DSSs), which are increasingly important information systems that help to make decisions related to unstructured and semi-unstructured decision problems that do not have a simple solution from a human point of view. It begins with a discussion of how DSSs will be vital to improving the health of the population. The following article deals with how DSSs can be applied to improve the performance of people doing a specific task, like playing tennis. It continues with a work in which authors apply DSSs to insect pest management, together with an interactive platform for fitting data and carrying out spatial visualization. The next article improves how to reschedule trains whenever disturbances occur, together with an evaluation framework. The final works focus on different relevant areas of DSSs: 1) a comparison of ensemble and dimensionality reduction models based on an entropy criterion; 2) a radar emitter identification method based on semi-supervised and transfer learning; 3) design limitations, errors, and hazards in creating very large-scale DSSs; and 4) efficient rule generation for associative classification. We hope you enjoy all the contents in the book.History of engineering & technologybicsscsemi-supervised learningtransfer learningradar emitterdecision support systemspopulation health managementbig datamachine learningdeep learningpersonalized patient careNonlinear regressioninteractive platformcomponent-based approachsoftware architectureEclipse-RCP (Rich Client Platform)spatial predictionrule-based expert systemstennis hitting techniquecomputer algebra systemsGroebner basesBoolean logicdata envelopment analysisdimensionality reductionensemblesexhaustive state space searchentropyassociative classificationclass association rulevertical data representationclassificationalgorithm evaluationparallel algorithmsmulti-objective optimizationtrain reschedulingvery large-scale decision support systemsvery large-scale data and program cores of information systemsmeta-databaseteleological meta-databasethematic listindicators listcomputational methods listgeographically dispersed systemsexternal sourcesHistory of engineering & technologyGarcía-Díaz Vicenteedt1258701García-Díaz VicenteothBOOK9910557109603321Algorithms in Decision Support Systems3036765UNINA