Insight - Centre for Data Analytics - Conference Items

Insight - Centre for Data Analytics - Conference Items

 

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  • Freuder, Eugene C. (Association for the Advancement of Artificial Intelligence (AAAI), 2019-01)
    As AI becomes more ubiquitous there is increasing interest in computers being able to provide explanations for their conclusions. This paper proposes exploring the relationship between the structure of a problem and its ...
  • Escamocher, Guillaume; O'Sullivan, Barry (Institute of Electrical and Electronics Engineers (IEEE), 2018-12-17)
    In constraint satisfaction problems, constrainedness provides a way to predict the number of solutions: for instances of a same size, the number of constraints is inversely correlated with the number of solutions. However, ...
  • Durao, Frederico; Bridge, Derek G. (Institute of Electrical and Electronics Engineers (IEEE), 2018-12-17)
    It is becoming more common to publish data in a way that accords with the Linked Data principles. In an effort to improve the human exploitation of this data, we propose a Linked Data browser that is enhanced with ...
  • Chisca, Danuta Sorina; Lombardi, Michele; Milano, Michela; O'Sullivan, Barry (Institute of Electrical and Electronics Engineers (IEEE), 2018-12-17)
    Kidney exchange programs enable willing, but incompatible, donor-patient pairs to swap donors, thus allowing persons suffering from organ failure to access transplantation. Choosing which pairs to match requires solving a ...
  • Sohége, Yves; Provan, Gregory (CEUR-WS.org, 2018-12)
    Reinforcement learning (RL) is a key method for providing robots with appropriate control algorithms. Controller blending is a technique for combining the control output of several controllers. In this article we use on-line ...

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