1 code implementation • 5 Nov 2021 • Mohammed Temraz, Mark T. Keane
The experiments also show that CFA is competitive with many other oversampling methods many of which are variants of SMOTE.
no code implementations • 29 Apr 2021 • Mark T Keane, Eoin M Kenny, Mohammed Temraz, Derek Greene, Barry Smyth
Recently, it has been proposed that fruitful synergies may exist between Deep Learning (DL) and Case Based Reasoning (CBR); that there are insights to be gained by applying CBR ideas to problems in DL (what could be called DeepCBR).
no code implementations • 8 Apr 2021 • Mohammed Temraz, Eoin Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T Keane
Climate change poses a major challenge to humanity, especially in its impact on agriculture, a challenge that a responsible AI should meet.