62 citations · 90 across the 4 of their papers we have counts for
4 papers
MONCAE: Multi-Objective Neuroevolution of Convolutional Autoencoders
Daniel Dimanov, Emili Balaguer-Ballester, Colin Singleton +1
In this paper, we present a novel neuroevolutionary method to identify the architecture and hyperparameters of convolutional autoencoders. Remarkably, we used a hypervolume indicat…
A Genetic Algorithm Approach for Modelling Low Voltage Network Demands
Georgios Giasemidis, Stephen Haben, Tamsin Lee +2
Distribution network operators (DNOs) are increasingly concerned about the impact of low carbon technologies on the low voltage (LV) networks. More advanced metering infrastructure…
Determining the Veracity of Rumours on Twitter
Georgios Giasemidis, Colin Singleton, Ioannis Agrafiotis +4
While social networks can provide an ideal platform for up-to-date information from individuals across the world, it has also proved to be a place where rumours fester and accident…
In the mood: the dynamics of collective sentiments on Twitter
Nathaniel Charlton, Colin Singleton, Danica Vukadinović Greetham
We study the relationship between the sentiment levels of Twitter users and the evolving network structure that the users created by @-mentioning each other. We use a large dataset…