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Publications

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2017

Daly, Ian; Williams, Duncan; Malik, Asad; Weaver, James; Kirke, Alexis; Hwang, Faustina; Miranda, Eduardo; Nasuto, Slawomir

Personalised, Multi-modal, Affective State Detection for Hybrid Brain-Computer Music Interfacing (Journal Article)

IEEE Transactions on Affective Computing, 2017.

(Abstract | BibTeX | Tags: Affective computing, BCI, Classification, Feature selection, Machine learning)

2014

Daly, Ian; Roesch, Etienne; Weaver, James; Nasuto, Slawomir

Machine learning to identify neural correlates of music and emotions (Book Chapter)

Eduardo Reck Miranda, Julien Castet (Ed.): pp. 89-103, Springer, 2014, ISBN: 978-1-4471-6583-5.

(Abstract | Links | BibTeX | Tags: EEG, Emotion, Machine learning, Models of emotion, Music)

2013

Daly, Ian; Scherer, Reinhold; Müller-Putz, Gernot

A population search algorithm for multiple clustered solutions: application to EEG connectivity (Conference)

Proceedings of BiomMed 2013, 2013.

(BibTeX | Tags: EEG, Feature selection, Machine learning, Population search)

2011

Phase Synchronisation in Brain Computer Interfacing

Daly, Ian

Phase Synchronisation in Brain Computer Interfacing (PhD Thesis)

School of Systems Engineering, 2011.

(Abstract | Links | BibTeX | Tags: Artefact removal, BCI, EEG, Feature selection, Functional connectivity, Machine learning, Neural mass models, Phase synchronisation, PhD, Significance testing, Thesis)