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Data Quality Awareness for Computational Sustainability
Statistical machine learning, data cleaning, probabilistic inference, data fusion, data quality, data management

Institut de Recherche pour le Développement

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CSS5-IRD :  BERTI-EQUILLE, Laure / Data Quality Awareness for Computational Sustainability Competencies of  BERTI-EQUILLE, Laure , senior scientist
UMR Espace-Dev   Space observation, models & actionable science

citations Google scholar   citations IRD   citations ORCID   citations ResearchGate   UMR Espace-Dev   web-link RDA   _get in touch  
The current research is entitled:
Decision Support through Analysis and Integrated Management of Data and Scientific Expertise
(FR: Aide à la Décision par l’Analyse et la Gestion intégrée des données et des Expertises Scientifiques  (ADAGES))

- web link RDA:  the multi institutions Research Data Alliance dedicated to open sharing of data
Below: competencies in black when any are unique to L. Berti-Equille's profile in the current state of the database

agro-ecologyalgorithmicsanthropogenic impactartificial intelligenceartificial neural networkautomatic learningbig databiodiversitybiodiversity (anthropogenic influence)biodiversity (conservation)biodiversity (functional)biodiversity (hotspot)biodiversity (island)biodiversity (marine)bioinformaticsBrazil /  business intelligence (fr: informatique décisionnelle) /  cartography and mappingclassification - typologyclimate adaptationclimate change impactsclinical research informaticscollective learningcomparative approachcomplex systemcomputational intelligencecomputational sustainabilitycomputer sciencecybersecuritydata (demography)data (environmental, socio-ecological)data (georeferenced)data (healthcare)data (missing data)data (multimodal)data (multisource)data (optical)data (personal)data (qualitative)data (satellite)data (sensitive)data analysisdata anonymisationdata assimilationdata cleaningdata clusteringdata codingdata collectiondata conservationdata curationdata discoverydata disseminationdata driven approachdata fusion /  data glitch detection (fr: détection d'anomalies) /  data heterogeneitydata integrationdata interoperabilitydata managementdata management plandata miningdata preprocessingdata processingdata quality assessmentdata reanalysisDATA SCIENCEdata visualizationdata warehousedata workflow devel.database management system (DBMS)decision making theorydeforestationdigital transitiondimensional analysisdiscretizationdownscaling (modelling)downscaling - disaggregation (statistics)e-learningentity linking (fr: annotation sémantique)environmental DNAenvironmental healthEpidemiologyexperimental validationexpertise (engineering)expertise (scientific)extreme eventextreme value theory /  fact checking /  FAIR (Find, Access, Interoperate, Reuse) dataforecastingforest dynamicsGBIF (Global Biodiv. Inform. Facility)geostatisticsgraph theoryimpact assessment (water)indicator (biological)indicator (environmental)information processinginformation systemintegrative approachknowledge discoverymachine - deep learningmachine learning (structural)marine protected area (MPA)mathematics (applied)MCMC (Markov Chain Monte-Carlo)medical image analysismedical informaticsmetadataMiddle Eastmitigation measuremodel (autoregressive)MODELLINGmodelling (bayesian)modelling (calibration)modelling (complex system)modelling (conceptual)modelling (human-in-the-loop)modelling (inferential)modelling (integrated)modelling (interdisciplinary)modelling (mathematical)modelling (metadata)modelling (multi-scale)modelling (predictive)modelling (statistical)modelling (stochastic processes)modelling (survival analysis)modelling (validation)monitoring (environmental)monitoring (socio-environmental)monitoring (statistical)multi-scale (functional)multi-scale (spatial and temporal)multi-scale (spatial)multi-scale (temporal and functional)multi-sensor approachmulti-spectral imageMULTIDISCIPLINARYmultivariate data analysis (MVA)nonparametric statisticsontologyopen dataopen scienceopen sourceoperational engineeringoperational researchoptimal control (mathematics)optimizationpatent filing (fr: dépot de brevet)pattern learning (statistics)pattern recognition /  poverty /  probability distributionprobability theoryprogram optimizationpublic health /  Q-learning /  random decision forestregression (functional) /  reinforcement learning /  remote sensingrisk assessmentSDG 01 (Sust. Devel. Goal - Poverty)SDG 02 (Sust. Devel. Goal - Alimentation)SDG 03 (Sust. Devel. Goal - Health and well-being)SDG 06 (Sust. Devel. Goal - Water and sanitation)SDG 08 (Sust. Devel. Goal - Economic growth)SDG 11 (Sust. Devel. Goal - Cities)SDG 13 (Sust. Devel. Goal - Climate)SDG 14 (Sust. Devel. Goal - Oceans)SDG 15 (Sust. Devel. Goal - Terrestrial ecosystems)SDG 16 (Sust. Devel. Goal - Society)semantic websensor observation servicesocial network analysissoftware engineeringspatial analysisspatial data qualitystatisticsstatistics (spatial)sustainability sciencesustainable managementsymbolic learningteaching in computer sciencetechnology intelligence (fr: veille technol.)technology transfertext miningtime seriestraining (fr: formation) /  truth discovery /  UMR Espace-dev (space for devel.)uncertainty assessment urban computingwater qualityweb of data /  web scraping /

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Last update : 2023-05-11  (id: 46 )

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