ExtremeXP

ExtremeXP – EXPerimentation driven and user eXPerience-oriented analytics for eXtremely Precise outcomes and decisions

ExtremeXP will provide:

  • Specification and semantics for modelling complex user-experience-driven analytics.
  • Automated and scalable data management for complex analytics workflow.
  • Scenario-driven and opportunistic machine learning to design and develop AutoML mechanisms for performing scenario-based algorithm and model selection considering on-demand user-provided constraints (performance, resources, time, model options).
  • User-experience- and experiment-driven optimization of complex analytics to design the architecture of the framework for experiment-driven optimisation of complex analytics.
  • Transparent decision making with interactive visualisation methods to explore how augmented reality, visual analytics, and other visualisation techniques and their combinations can enhance user experience for different use cases, actors, domains, applications, and problem areas
  • Extreme data access control and knowledge management
  • Test and validation framework and application on different impactful real-life use cases to incorporate the ExtremeXP tools, methods, models, and software into a scalable, usable, and interoperable integrated framework for complex experiment-driven analytics

Partners

  • DEUTSCHES FORSCHUNGSZENTRUM FUR KUNSTLICHE INTELLIGENZ GMBH (DFKI), Germany
  • UNIVERSITE DE MONTPELLIER (UM), France
  • CRDC NUOVE TECNOLOGIE PER LE ATTIVITA PRODUTTIVE SCARL (CRdC), Italy
  • UNIVERSITAETSKLINIKUM HAMBURG-EPPENDORF (UKE), Germany
  • ALE INTERNATIONAL (ALE), France
  • UNIVERSITAT JAUME I DE CASTELLON (UJI), Spain
  • GOLAEM SA (GOLAEM), France – SIA LIGHTSPACE TECHNOLOGIES (LST), Latvia
  • CYENS CENTRE OF EXCELLENCE (CYENS), Cyprus
  • RICOH INTERNATIONAL BV (RICOH), Netherlands
  • INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE (INRIA), France
  • ARS ELECTRONICA LINZ GMBH & CO KG (AE), Austria
  • FUNDACIO HOSPITAL UNIVERSITARI VALL D’HEBRON
  • INSTITUT DE RECERCA (VHIR), Spain

Contact

Dr.-Ing. Alain Pagani