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Outputs (11)

Understanding unconventional preprocessors in deep convolutional neural networks for face identification (2019)
Journal Article

Deep convolutional neural networks have achieved huge successes in application domains like object and face recognition. The performance gain is attributed to different facets of the network architecture such as: depth of the convolutional layers, ac... Read More about Understanding unconventional preprocessors in deep convolutional neural networks for face identification.

Human-in-the-loop topic modelling: Assessing topic labelling and genre-topic relations with a movie plot summary corpus (2019)
Presentation / Conference Contribution

A much-used but not yet mainstream text analysis approach, topic modelling allows the identification of lexical themes for a document collection. Against principles for interpretable AI and sociotechnical design, there are definite strengths from its... Read More about Human-in-the-loop topic modelling: Assessing topic labelling and genre-topic relations with a movie plot summary corpus.

ICT Sustainability from Day One: Introducing New Computer Science Students at a UK University to Sustainability (2019)
Presentation / Conference Contribution

As ICT impacts dramatically on the sustainability of the world and of individuals, both positive and negative, there is an urgent need to educate Computer Science students about Sustainability. This paper assesses the experience of a project to intro... Read More about ICT Sustainability from Day One: Introducing New Computer Science Students at a UK University to Sustainability.

Embedding geographic locations for modelling the natural environment using flickr tags and structured data (2019)
Presentation / Conference Contribution

Meta-data from photo-sharing websites such as Flickr can be used to obtain rich bag-of-words descriptions of geographic locations, which have proven valuable, among others, for modelling and predicting ecological features. One important insight from... Read More about Embedding geographic locations for modelling the natural environment using flickr tags and structured data.

Analysing cancer care informatics through the lens of the United Nations Sustainable Development Goals - A review and assessment (2019)
Presentation / Conference Contribution

© 2018 IEEE. Cancer Care Informatics (CCI) and its impacts are assessed using the United Nations Sustainable Development Goals (SDGs). The positive and negative impacts of CCI on the SDGs are considered through a literature review and expert assessme... Read More about Analysing cancer care informatics through the lens of the United Nations Sustainable Development Goals - A review and assessment.