Outputs (130)

Divided by Law (2021)
Digital Artefact

Captured just before and during the Coronavirus outbreak and in the lead up to Brexit, 'Divided by Law' bears witness to binational families and couples trying to cope with the UK's hostile immigration environment.

Towards optimized one-step clustering approach in wireless sensor networks (2021)
Journal Article

This paper introduces a nonlinear integer programming model for the clustering problem in wireless sensor networks, with a threefold contribution. First, all factors that may influence the energy consumption of clustering protocols, such as cluster-h... Read More about Towards optimized one-step clustering approach in wireless sensor networks.

Are artificial dendrites useful in neuro-evolution? (2021)
Journal Article

The significant role of dendritic processing within neuronal networks has become increasingly clear. This letter explores the effects of including a simple dendrite-inspired mechanism into neuro-evolution. The phenomenon of separate dendrite activati... Read More about Are artificial dendrites useful in neuro-evolution?.

Variational autoencoder for image-based augmentation of eye-tracking data (2021)
Journal Article

Over the past decade, deep learning has achieved unprecedented successes in a diversity of application domains, given large-scale datasets. However, particular domains, such as healthcare, inherently suffer from data paucity and imbalance. Moreover,... Read More about Variational autoencoder for image-based augmentation of eye-tracking data.

Digital transformation: Industry 4.0 for future minds and future society (2021)
Journal Article

A generic provenance framework to document public policy making processes (2021)
Thesis

Public policies impact the day to day activities of individuals. Effective public policy outcomes result in general acceptance among the community. The transparency in policy making process and participation during policy creation holds significant p... Read More about A generic provenance framework to document public policy making processes.

Creativity in children's digital music composition (2021)
Presentation / Conference Contribution

Composing is a neglected area of music education. To increase participation, many technologies provide open-ended interfaces to motivate child autodidactic use, drawing influence from Papert’s LOGO philosophy to support children’s learning through pl... Read More about Creativity in children's digital music composition.

Improving regional rainfall forecasts using convolutional-neural networks (2021)
Presentation / Conference Contribution

Traditional weather forecasting approaches utilize numerous numerical simulations and empirical models to produce a gridded estimate of rainfall, the cells of which often span multiple regions and struggle to capture extreme events. The approach pres... Read More about Improving regional rainfall forecasts using convolutional-neural networks.

Context-aware multi-user offloading in mobile edge computing: A federated learning-based approach (2021)
Journal Article

Mobile edge computing (MEC) provides an effective solution to help the Internet of Things (IoT) devices with delay-sensitive and computation-intensive tasks by offering computing capabilities in the proximity of mobile device users. Most of the exist... Read More about Context-aware multi-user offloading in mobile edge computing: A federated learning-based approach.

Music and sound in virtual/augmented realities—Questions, challenges and approaches: A multidisciplinary roundtable (2021)
Journal Article

The mid-to-late 2010s saw a renewed interest in virtual reality technologies with the release of a wide selection of consumer VR headsets and glasses, and the increased power of smartphones to provide augmented reality experiences. While research on... Read More about Music and sound in virtual/augmented realities—Questions, challenges and approaches: A multidisciplinary roundtable.