Search results for "Expert"

showing 10 items of 485 documents

Human experts vs. machines in taxa recognition

2020

The step of expert taxa recognition currently slows down the response time of many bioassessments. Shifting to quicker and cheaper state-of-the-art machine learning approaches is still met with expert scepticism towards the ability and logic of machines. In our study, we investigate both the differences in accuracy and in the identification logic of taxonomic experts and machines. We propose a systematic approach utilizing deep Convolutional Neural Nets with the transfer learning paradigm and extensively evaluate it over a multi-pose taxonomic dataset with hierarchical labels specifically created for this comparison. We also study the prediction accuracy on different ranks of taxonomic hier…

FOS: Computer and information sciencesComputer Science - Machine Learninghahmontunnistus (tietotekniikka)Computer scienceClassification approachTaxonomic expert02 engineering and technologyneuroverkotcomputer.software_genreConvolutional neural networkQuantitative Biology - Quantitative MethodsField (computer science)Machine Learning (cs.LG)Machine learning approachesStatistics - Machine LearningAutomated approachDeep neural networks0202 electrical engineering electronic engineering information engineeringTaxonomic rankQuantitative Methods (q-bio.QM)Classification (of information)Artificial neural networksystematiikka (biologia)Prediction accuracyIdentification (information)koneoppiminenMulti-image dataBenchmark (computing)020201 artificial intelligence & image processingConvolutional neural networksComputer Vision and Pattern RecognitionClassification errorsMachine Learning (stat.ML)Machine learningState of the artElectrical and Electronic EngineeringTaxonomySupport vector machinesLearning systemsbusiness.industryNode (networking)020206 networking & telecommunicationsComputer circuitsHierarchical classificationConvolutionSupport vector machineFOS: Biological sciencesTaxonomic hierarchySignal ProcessingBiomonitoringBenchmark datasetsArtificial intelligencebusinesscomputertaksonitSoftware
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ATLAS technical coordination expert system

2019

When planning an intervention on a complex experiment like ATLAS, the detailed knowledge of the system under intervention and of the interconnection with all the other systems is mandatory. In order to improve the understanding of the parties involved in an intervention, a rule-based expert system has been developed. On the one hand this helps to recognise dependencies that are not always evident and on the other hand it facilitates communication between experts with different backgrounds by translating between vocabularies of specific domains. To simulate an event this tool combines information from different areas such as detector control (DCS) and safety (DSS) systems, gas, cooling, vent…

Fault tree analysisElectric power distributionbusiness.industryEvent (computing)PhysicsQC1-999Control (management)computer.software_genreExpert systemHuman–computer interactionUser interfaceGraphicsInference enginebusinesscomputerParticle Physics - Experiment
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Dysfunctionalities of Faulty Fiscal Inspections for Tax Payers: The Case of Detachment for Work Reasons

2014

Abstract This article does not merely suggest a short comparison between two completely opposed opinions, that of the fiscal inspectors and that of the specialists (accountants, accounting experts, fiscal consultants) that are hired and/or are contract-bounded staff of a commercial entity, regarding the fiscal status of detachment (an aspect that is regulated by internal and international normative acts). It intends, therefore, to be an analysis on the danger of dysfunctionalities of a fiscal inspection on the activity of the tax payers (or simply put the abridged interpretation of the legislation, in order to attract large amounts of money to the state budget by any means), in order to per…

FinanceDouble taxationbusiness.industrymedia_common.quotation_subjectInterpretation (philosophy)General EngineeringEnergy Engineering and Power TechnologyLegislationAccountingfiscal inspectionaccounting expertdouble taxation.Work (electrical)State (polity)Order (business)detachmentEconomicsNormativebusinessmedia_commonProcedia Economics and Finance
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Obstacle Detection in an Unstructured Industrial Robotic System: Comparison of Hidden Markov Model and Expert System

2012

Abstract This paper presents a comparison of two approaches for detecting unknown obstacles inside the workspace of an industrial robot using a laser rangefinder for 2-D measurements. The two approaches are based on Expert System (ES) and Hidden Markov Model (HMM). The results presented in the paper demonstrate that both approaches are able to correctly detect and classify unknown objects. The ES is characterised by low computational requirements and an easy setup when relatively few known objects are to be included inside the workspace. HMMs are characterised by a higher flexibility and the ability to handle a larger amount of known objects inside the workspace. Another significant benefit…

Flexibility (engineering)Engineeringbusiness.industryContrast (statistics)General MedicineWorkspacecomputer.software_genreExpert systemlaw.inventionIndustrial robotlawObstacleCollision detectionComputer visionArtificial intelligencebusinessHidden Markov modelcomputerIFAC Proceedings Volumes
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Le pilotage par l'Etat de la formation des enseignants du début des années 1990 à nos jours et les incidences sur le métier de formateur

2013

L'objet de cet article est de questionner, dans une perspective historique, la manière dont l'État a organisé et a fait évoluer la formation des enseignants du début des années 1990 à nos jours. Il s'attache à mettre en lumière les ambitions qui ont présidé aux réformes et tente de montrer la manière dont le métier de formateur d'enseignants s'est constitué et a évolué. Le formateur avait acquis un certain nombre de savoir-faire, et plus généralement une certaine culture, qui pourraient conduire à affirmer qu'un processus de professionnalisation était en cours, et ce jusqu'au milieu des années 2000. Ce processus tendait à rassembler sous une même dénomination, celle de " formateur ", des in…

FormateurScience[SHS.EDU]Humanities and Social Sciences/Education[SHS.EDU] Humanities and Social Sciences/EducationÉtat[ SHS.EDU ] Humanities and Social Sciences/EducationFormation des enseignantsExpertisePilotageProfessionnalisationIdéologie
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The role of red yeast rice (RYR) supplementation in plasma cholesterol control: A review and expert opinion.

2019

1. Preamble : Hypercholesterolemia is a major risk factor for atherosclerotic cardiovascular disease (ASCVD) [1]. Increased levels of low density lipoprotein cholesterol (LDL-C) are associated with an increased risk of coronary heart disease (CHD) and many clinical trials have shown that reducing LDL-C levels significantly reduced the CHD and CVD risk [[2], [3], [4], [5]]. Thus LDL-C-lowering is the main approach for the management of cardiovascular disease. Current guidelines suggest LDL-C levels targets based on the individual CV risk; such targets can be achieved by several means, which include both lifestyle changes and pharmacological approaches [6], with statins being the cornerstone …

Gastrointestinal Diseases[SDV]Life Sciences [q-bio]Hypercholesterolemia/Self Medication030204 cardiovascular system & hematologyPharmacology03 medical and health sciencesFood-Drug Interactions0302 clinical medicinePlasma cholesterolBiotransformationDouble-Blind MethodChinese traditionalInternal MedicineRed yeast riceMedicineCytochrome P-450 CYP3AHumansMulticenter Studies as TopicProdrugs030212 general & internal medicineLovastatinMusculoskeletal DiseasesMedicine Chinese TraditionalExpert TestimonyComputingMilieux_MISCELLANEOUSBiotransformationRandomized Controlled Trials as TopicBiological ProductsClinical Trials as TopicMolecular StructureRyanodine receptorbusiness.industryGeneral Medicine3. Good healthCholesterol blood[SDV] Life Sciences [q-bio]CholesterolCardiovascular DiseasesExpert opinionDietary Supplementslipids (amino acids peptides and proteins)Hydroxymethylglutaryl-CoA Reductase InhibitorsCardiology and Cardiovascular Medicinebusiness
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IMPROVEMENTS IN THE SYSTEMS-BASED MODELS GENERATOR SIGEM

1994

Program generators, for us, are computer programs that produce other computer programs. SIGEM is an expert system program generator that can help in the modeling process of real systems. It is associated with a methodology well adapted to modeling practice. In this paper, we present and compare this methodology with other similar ones. Static models (databases), dynamic models, rule-based expert systems, literal and/or numerical variables, probabilistic uncertainty in data and in functions, dimensioned variables, discrete event simulation, and other related problems can be treated with this methodology. We suggest a systems modeling methodology and a programming tool to increase generality …

GeneralityGenerator (computer programming)Computer programComputer sciencebusiness.industryProcess (engineering)Probabilistic logicSystems modelingcomputer.software_genreIndustrial engineeringExpert systemArtificial IntelligenceArtificial intelligenceDiscrete event simulationbusinesscomputerSoftwareInformation SystemsCybernetics and Systems
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Searching for an Operational Definition of Frailty: A Delphi Method Based Consensus Statement. The Frailty Operative Definition-Consensus Conference …

2012

International audience; Abstract BACKGROUND: There is no consensus regarding the definition of frailty for clinical uses. METHODS: A modified Delphi process was used to attempt to achieve consensus definition. Experts were selected from different fields and organized into five Focus Groups. A questionnaire was developed and sent to experts in the area of frailty. Responses and comments were analyzed using a pre-established strategy. Statements with an agreement more than or equal to 80% were accepted. RESULTS: Overall, 44% of the statements regarding the concept of frailty and 18% of the statements regarding diagnostic criteria were accepted. There was consensus on the value of screening fo…

GerontologyAgingmedicine.medical_specialtyDelphi TechniqueFrail Elderly[SDV]Life Sciences [q-bio]MEDLINEDelphi methodDebate & Analysis03 medical and health sciences0302 clinical medicineHumansMedicineMedical physics030212 general & internal medicine10. No inequalityExpert TestimonyGeriatric AssessmentAgedStatement (computer science)Operational definitionbusiness.industryConsensus conferenceFocus GroupsFocus groupAdditional research3. Good healthIdentification (information)Geriatrics and Gerontologybusiness030217 neurology & neurosurgery
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Using concept mapping in the development of the EU-PAD framework (EUropean-Physical Activity Determinants across the life course): a DEDIPAC-study

2016

International audience; Background: A large proportion of European children, adults and older adults do not engage in sufficient physical activity ( PA). Understanding individual and contextual factors associated with PA behaviours is essential for the identification and implementation of effective preventative environments, policies, and programmes that can promote an active lifestyle across life course and can potentially improve health. The current paper intends to provide 1) a multi-disciplinary, Pan-European and life course view of key determinants of PA behaviours and 2) a proposal of how these factors may cluster. Methods: After gathering a list of 183 potential PA behaviours-associa…

GerontologyMaleYouthUrban Mobility & Environment2016 Urban Mobility & Environment[SDV]Life Sciences [q-bio]Applied psychologyHealth BehaviorPsychological interventionPoison controlB400INTERNET-BASED SURVEYSA9000302 clinical medicineQUALITY-OF-LIFEsedentary behaviorMedicine and Health SciencesDUTCH EXPERTSMedicineCluster Analysis030212 general & internal medicineolder-adultsOlder adultscienceresponseexerciselcsh:Public aspects of medicine030503 health policy & servicesSEDENTARY BEHAVIORHuman factors and ergonomicsSCIENCEMiddle AgedPublicPriority forEuropeHealthPUBLIC-HEALTHOlder adultsLife course approachFemaleFactors; Active lifestyles; Youth; Adults; Older adults; Priority for researchPublic Health0305 other medical scienceEnvironment & SustainabilityResearch ArticleAdultConsensusAdolescentMIXED-METHODS APPROACHEXERCISEContext (language use)Urbanisationpublic-healthEnvironmentActive lifestylesRESPONSE RATEWhite PeopleEnvironmental & Occupational HealthFactorsPriority for research03 medical and health sciencesSocial supportYoung AdultQuality of life (healthcare)mixed-methods approachHumansAdultsOLDER-ADULTSSocioeconomic statusLife StyleActive lifestyleAgedresearchbusiness.industrydutch expertsPublic Health Environmental and Occupational HealthFactorlcsh:RA1-1270internet-based surveysrateSocioeconomic FactorsCardiovascular and Metabolic Diseasesquality-of-lifeActive lifestyles; Adults; Factors; Older adults; Priority for research; Youth;SUMS - Sustainable Urban Mobility and SafetyELSS - Earth Life and Social SciencesActive lifestyles; Adults; Factors; Older adults; Priority for research; Youth; Public Health Environmental and Occupational Healthbusiness
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Recensione a: La competenza esperta. Tipologie e trasmissione, Gianfranco Marrone et Tiziana Migliore (a cura di), Milan, Meltemi, 2021

2022

Review to: Expert competence. Types and transmission, Gianfranco Marrone and Tiziana Migliore (edited by), Milan, Meltemi

Gianfranco MarroneSemioticSocial TaxonomieTiziana MiglioreKnowldgeExpertieSettore M-FIL/05 - Filosofia E Teoria Dei Linguaggi
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