127 citations · 434 across the 18 of their papers we have counts for
4 papers · 1 filter
A Data-Driven Biophysical Computational Model of Parkinson's Disease based on Marmoset Monkeys
Caetano M. Ranieri, Jhielson M. Pimentel, Marcelo R. Romano +6
In this work we propose a new biophysical computational model of brain regions relevant to Parkinson's Disease based on local field potential data collected from the brain of marmo…
How to avoid machine learning pitfalls: a guide for academic researchers
Michael A. Lones
Mistakes in machine learning practice are commonplace, and can result in a loss of confidence in the findings and products of machine learning. This guide outlines common mistakes…
Evolving Continuous Optimisers from Scratch
Michael A. Lones
This work uses genetic programming to explore the space of continuous optimisers, with the goal of discovering novel ways of doing optimisation. In order to keep the search space b…
IoTDevID: A Behavior-Based Device Identification Method for the IoT
Kahraman Kostas, Mike Just, Michael A. Lones
Device identification is one way to secure a network of IoT devices, whereby devices identified as suspicious can subsequently be isolated from a network. In this study, we present…