Professor John D Kelleher

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Email: john.d.kelleher@tudublin.ie

My core recent interests are at the intersection of machine learning and natural language processing. Examples of recent research, in this space, from my group include word- embeddings and multi-word expressions (Salton et al., 2016), neural language modelling (Mahalunkar and Kelleher, 2018; Salton et al., 2017), automatic image captioning (Lindh et al., 2018), machine translation (Salton et al., 2014), and human-robot interaction (Schutte et al., 2017). I am Academic Leader of the Information, Communication, and Entertainment (ICE) research institute at TU Dublin. Since 2015 I have been the lead of the ADAPT centre at DIT. In 2018 the European Commission funded the Precise4Q project, this is a multi-million euro international project focused on improving the clinical treatment of stroke. I will be leading the Precise4Q work package on machine learning and modelling. Deliverables from this project include a number of data driven clinical decision support systems developed using deep learning and other machine learning algorithms and models.

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