Smart-Homes for eHealth: Uncertainty Management and Calibration

Tom Diethe, Peter A Flach

Research output: Contribution to conference › Conference Paper › peer-review

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Abstract

We introduce the SPHERE project which is devoted to eHealth in a smart-home context, and discuss the implications for such a system in terms of the quantification and management of uncertainty for automated decision making in health care. We then discuss the importance of calibration in such systems, particularly in light of the differing operational contexts that will be encountered.
Original languageEnglish
Number of pages3
Publication statusPublished - Dec 2015
EventNIPS 2015 Workshop on Machine Learning in Healthcare - Montreal, Canada
Duration: 7 Dec 2015 → 12 Dec 2015

Workshop

WorkshopNIPS 2015 Workshop on Machine Learning in Healthcare
Country/TerritoryCanada
CityMontreal
Period7/12/15 → 12/12/15

Research Groups and Themes

  • Jean Golding
  • SPHERE

Access to Document

  • 2015_NIPS_Uncertainty_Calibration

    This is the author accepted manuscript (AAM). The final published version (version of record) is available online via Neural Information Processing Systems at http://papers.nips.cc/.

    Accepted author manuscript, 85.2 KBLicence: Unspecified

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    • SPHERE (EPSRC IRC)

      Craddock, I. J. (Principal Investigator), Coyle, D. T. (Principal Investigator), Flach, P. A. (Principal Investigator), Kaleshi, D. (Principal Investigator), Mirmehdi, M. (Principal Investigator), Piechocki, R. J. (Principal Investigator), Stark, B. H. (Principal Investigator), Ascione, R. (Co-Principal Investigator), Ashburn, A. M. (Collaborator), Burnett, M. E. (Collaborator), Damen, D. (Co-Principal Investigator), Gooberman-Hill, R. (Principal Investigator), Harwin, W. S. (Collaborator), Hilton, G. (Co-Principal Investigator), Holderbaum, W. (Collaborator), Holley, A. P. (Manager), Manchester, V. A. (Administrator), Meller, B. J. (Other ), Stack, E. (Collaborator) & Gilchrist, I. D. (Principal Investigator)

      1/10/13 → 30/09/18

      Project: Research, Parent

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