Search Results for author: Michael Fairbank

Found 4 papers, 2 papers with code

A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes

2 code implementations11 Feb 2021 Ishwar Venugopal, Jessica Töllich, Michael Fairbank, Ansgar Scherp

In contrast to existing studies, we evaluate our models' performance at different stages of a process, determined by quartiles of the number of events and normalized quarters of the case duration.

Deep Learning in Target Space

1 code implementation2 Jun 2020 Michael Fairbank, Spyridon Samothrakis, Luca Citi

Experimental results show the speed of using target space, and examples of improved generalisation, for fully-connected networks and convolutional networks, and the ability to recall and process long time sequences and perform natural-language processing with recurrent networks.

Mek: Mechanics Prototyping Tool for 2D Tile-Based Turn-Based Deterministic Games

no code implementations6 Apr 2019 Rokas Volkovas, Michael Fairbank, John Woodward, Simon Lucas

There are few digital tools to help designers create game mechanics.

Programming Languages Human-Computer Interaction

Optimal resampling for the noisy OneMax problem

no code implementations22 Jul 2016 Jialin Liu, Michael Fairbank, Diego Pérez-Liébana, Simon M. Lucas

The OneMax problem is a standard benchmark optimisation problem for a binary search space.

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