Insight - Centre for Data Analytics - Journal Articles

Insight - Centre for Data Analytics - Journal Articles

 

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  • Escamocher, Guillaume; O'Sullivan, Barry (Elsevier B.V., 2018-06-07)
    The Minimal Constraint Satisfaction Problem, or Minimal CSP for short, arises in a number of real-world applications, most notably in constraint-based product configuration. It is composed of the set of CSP problems where ...
  • Walsh, Elaine; Sahm, Laura J.; Kearney, Patricia M.; Smithson, W. Henry; Kerins, David M.; Ngwa, Chrys; Fitzgerald, Ciara; McCarthy, Stephen; Connolly, Eimear; Dalton, Kieran; Byrne, Derina; Carey, Megan; Bradley, Colin (BioMed Central, 2018)
    Objective: Medication errors are a major source of preventable morbidity, mortality and cost and many occur at the times of hospital admission and discharge. Novel interventions (such as new methods of recording medication ...
  • Kareem, Sameem Abdul; Pozos-Parra, Pilar; Wilson, Nic (Elsevier, 2017-04-18)
    Machine learning employs a variety of statistical, probabilistic, fuzzy and optimization techniques that allow computers to “learn” from examples and to detect hard-to-discern patterns from large, noisy or complex datasets. ...
  • Armant, Vincent; De Cauwer, Milan; Brown, Kenneth N.; O'Sullivan, Barry (Elsevier B.V., 2018-01-03)
    Satisfying on-demand access to cloud computing infrastructures under quality-of-service constraints while minimising the wastage of resources is an important challenge in data centre resource management. In this paper we ...
  • Kotthoff, Lars; Hurley, Barry; O'Sullivan, Barry (Association for the Advancement of Artificial Intelligence, 2017)
    Algorithm selection is of increasing practical relevance in a variety of applications. Many approaches have been proposed in the literature, but their evaluations are often not comparable, making it hard to judge which ...

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