Eoin Kenny
Job Title:
Ph.D. Student
Research Group:
Insight Affiliation:
UCD
Email:
eoin.kenny@insight-centre.org
Phone:
0863238800
Biography:
I am a researcher in explainable AI systems. My main focus is on making opaque black box systems transparent and easily interpretable to humans.
In particular, I am focusing on using case-based reasoning (CBR) to offer explanaitons for artificial neural networks (shallow and deep models).
Other work I am doing is with the Irish agricultrure section to make dairy farming more sustainable and profitable for the country. Work in this area has used Bayesian analysis to adapt to climate change and offer accurate predictions for grass growth with CBR explanaitons.
Publications
- Conference Name: International Conference on Case Based Reasoning ,AuthorsPublication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding
- Conference Name: International Conference on Case Based Reasoning ,AuthorsPublication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding
- Conference Name: International Joint Conference on Artificial Intelligence: ,AuthorsPublication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding
- Conference Name: International Joint Conference on Artificial Intelligence Workshop on Explainable AI (XAI). ,AuthorsPublication DetailsType:Date: 2019Refereed Conf./Meeting Proceeding