A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users

no code implementations • 1 Oct 2020 • Xing Liang, Anastassia Angelopoulou, Epaminondas Kapetanios, Bencie Woll, Reda Al-Batat, Tyron Woolfe

In particular, screening for dementia in ageing Deaf signers of British Sign Language (BSL) poses additional challenges as the diagnostic process is bound up with conditions such as quality and availability of interpreters, as well as appropriate questionnaires and cognitive tests.

BIG-bench Machine Learning

Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships

no code implementations • 29 Apr 2020 • Epaminondas Kapetanios, Vijayan Sugumaran, Anastassia Angelopoulou

We believe that this is a first attempt of this kind and the results of the study should shed some light on the extent to which these word association models can be used as well as the most promising types of relationships to be considered for extraction.

Knowledge Graphs Relation +1