Insight - Centre for Data Analytics - Journal Articles

Insight - Centre for Data Analytics - Journal Articles

 

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  • Antunes, Mark; Armant, Vincent; Brown, Kenneth N.; Desmond, Daniel; Escamocher, Guillaume; George, Anne-Marie; Grimes, Diarmuid; O'Keeffe, Mike; Lin, Yiqing; O'Sullivan, Barry; Ozturk, Cemalettin; Quesada, Luis; Siala, Mohamed; Simonis, Helmut; Wilson, Nic (World Scientific Publishing Company, 2020-06-18)
    This paper describes a maintenance scheduling application, which was developed together with an industrial partner. This is a highly combinatorial decision process, to plan and schedule the work of a group of travelling ...
  • Tedesco, Salvatore; Crowe, Colum; Ryan, Andrew; Sica, Marco; Scheurer, Sebastian; Clifford, Amanda M.; Brown, Kenneth N.; O’Flynn, Brendan (MDPI, 2020-05-27)
    Anterior cruciate ligament (ACL) injuries are common among athletes. Despite a successful return to sport (RTS) for most of the injured athletes, a significant proportion do not return to competitive levels, and thus RTS ...
  • Scheurer, Sebastian; Tedesco, Salvatore; Brown, Kenneth N.; O'Flynn, Brendan (MDPI, 2020-02-22)
    Human activity recognition (HAR) has become an increasingly popular application of machine learning across a range of domains. Typically the HAR task that a machine learning algorithm is trained for requires separating ...
  • Fitzgerald, Tadhg; O'Sullivan, Barry (IOS Press, 2019-03-14)
    Many modern combinatorial solvers have a variety of parameters through which a user can customise their behaviour. Algorithm configuration is the process of selecting good values for these parameters in order to improve ...
  • Kaya, Mesut; Bridge, Derek (Springer Verlag, 2019-04-20)
    A user of a recommender system is more likely to be satisfied by one or more of the recommendations if each individual recommendation is relevant to her but additionally if the set of recommendations is diverse. The most ...

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