1 code implementation • 19 Jun 2019 • Nigel Bean, Angus Lewis, Giang Nguyen
Markovian-regime-switching (MRS) models are commonly used for modelling economic time series, including electricity prices where independent regime models are used, since they can more accurately and succinctly capture electricity price dynamics than dependent regime MRS models can.
Methodology 62F10
no code implementations • SEMEVAL 2019 • Andrew Nguyen, Tobin South, Nigel Bean, Jonathan Tuke, Lewis Mitchell
This paper describes our linear SVM system for emotion classification from conversational dialogue, entered in SemEval2019 Task 3.
no code implementations • WS 2019 • Vanessa Glenny, Jonathan Tuke, Nigel Bean, Lewis Mitchell
In the Humanities and Social Sciences, there is increasing interest in approaches to information extraction, prediction, intelligent linkage, and dimension reduction applicable to large text corpora.
no code implementations • 22 Sep 2018 • Jonathan Tuke, Andrew Nguyen, Mehwish Nasim, Drew Mellor, Asanga Wickramasinghe, Nigel Bean, Lewis Mitchell
The combination of large open data sources with machine learning approaches presents a potentially powerful way to predict events such as protest or social unrest.