15 citations · 53 across the 16 of their papers we have counts for
4 papers · 1 filter
Equitable Ability Estimation in Neurodivergent Student Populations with Zero-Inflated Learner Models
Niall Twomey, Sarah McMullan, Anat Elhalal +2
At present, the educational data mining community lacks many tools needed for ensuring equitable ability estimation for Neurodivergent (ND) learners. On one hand, most learner mode…
Towards Continuous Compounding Effects and Agile Practices in Educational Experimentation
Luis M. Vaquero, Niall Twomey, Miguel Patricio Dias +2
Randomised control trials are currently the definitive gold standard approach for formal educational experiments. Although conclusions from these experiments are highly credible, t…
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data
Rafael Poyiadzi, Weisong Yang, Yoav Ben-Shlomo +5
There is a pressing need to automatically understand the state and progression of chronic neurological diseases such as dementia. The emergence of state-of-the-art sensing platform…
The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data
Niall Twomey, Tom Diethe, Meelis Kull +8
This paper outlines the Sensor Platform for HEalthcare in Residential Environment (SPHERE) project and details the SPHERE challenge that will take place in conjunction with Europea…