Rigorous Graphical Explainable AI for Higher-Risk Applications Mar 1, 2020 - Aug 13, 2021
Deep Neural Networks (DNNs) are common in many areas, such as human‐robot interaction (HRI), natural language processing, and planning tasks, however, their use in high-risk industrial applications is limited by: 1. their lack of interpretability and... Read More about Rigorous Graphical Explainable AI for Higher-Risk Applications.

Blended space exchange with Farmingdale State College Dec 1, 2021 - Dec 31, 2022
The aims of this exchange are to expand on an existing collaboration between myself from The School of Computing at Edinburgh Napier University and Dr Brian O’ Keefe of the Visual Communications Department at Farmingdale State College, State Universi... Read More about Blended space exchange with Farmingdale State College.

Hyperheuristics for infrastructure system optimisation Jun 1, 2020 - Dec 31, 2020
Continuum Industries novel software tech allows engineers to automate their work and evaluate millions of possible combinations of design parameters. Primary application lies in linear infrastructure design - roads, railways, pipelines, cables. Wher... Read More about Hyperheuristics for infrastructure system optimisation.

KTP Ace Aquatec Jun 1, 2021 - Nov 30, 2023
To develop, test and incorporate Innovative AI based approaches to improve accuracy of Individual fish identification and sea lice detection.

Personal wellbeing through machine learning Nov 17, 2020 - May 31, 2021
Third Platform Technologies proposes a mental health mobile app that uses data and personal insights to empower people to lead more conscious, fulfilled and purposeful lives, on a global basis. A personal dataset for each user will be built up over t... Read More about Personal wellbeing through machine learning.

A Reinforcement Learning Based Resource Management System for Long Term Care for Elderly People Aug 1, 2021 - Mar 31, 2024
A reinforcement learning method will model the behaviour of community care organisations with sequential decision processes focusing on organising the distribution, procurement and management of daily necessities, consumables, food, hospital emergenc... Read More about A Reinforcement Learning Based Resource Management System for Long Term Care for Elderly People.

ChargeBreak - Electric Vehicle Suitability Tool Aug 23, 2021 - Dec 31, 2021
This partnership will deliver a tool which utilises Big Data processes and methodologies to simplify the selection of EVs. This will enable uptake of EVs across commercial fleets in a manner which is open to use by all across business sectors and ind... Read More about ChargeBreak - Electric Vehicle Suitability Tool.

Sentinel: Security alert level automation Nov 1, 2021 - Jan 31, 2022
Prototype a SaaS platform for automation of risk assessment, management and associated security alerts as a service in high risk areas of the world. The core will be implementation of a prototype machine learning platform, together with development... Read More about Sentinel: Security alert level automation.

AI for Plant Image Analysis: where we are and whats next? Oct 1, 2021 - Apr 30, 2023
The workshop has two aims: (i) offering training sessions on how to develop deep networks to people involved in plant biology; (ii) analyse their current provision

Link Forty2 Feb 1, 2022 - Aug 31, 2022
The aim of the project is to design a recruitment service for jobseekers and employers in the form of a software system, e.g., a web service or mobile app. The system is intended to re-define and speed up the recruitment process and lower the recruit... Read More about Link Forty2.

Cloud based distribution system to tackle food poverty Mar 14, 2022 - Dec 15, 2023
Local food sectors, e.g. Foodbanks, still rely on paper-based referral systems whilst continuing to see increasing demand. In addition, the model of direct hand-outs of food parcels and electricity vouchers is unsustainable, lacks dignity for clients... Read More about Cloud based distribution system to tackle food poverty.

Data Driven Analysis of PEMFT Benefits Jun 15, 2022 - Sep 14, 2022
PEMFT Ltd is a company founded in June 2020 to develop the business potential of a pulsed electromagnetic therapy device created by founder, Donald McGregor. Field-testing of the device has generated repeated, regular, very positive feedback about it... Read More about Data Driven Analysis of PEMFT Benefits.

Evolutionary based Generative Adversarial Learning Approach to Metamorphic Malware Detection Jun 1, 2022 - Aug 31, 2022
Malicious attacks account for a significant portion of attacks to information assets and computer networks in organisations today. More specifically, dangerous groups of malware that transform their code structures between generations such as metamor... Read More about Evolutionary based Generative Adversarial Learning Approach to Metamorphic Malware Detection.

The Policy Cards project - CAPE funded Apr 1, 2023 - Mar 31, 2024
The purpose of the project is to continue and finish the development of the Policy Cards. The Policy Cards are a card-based ideation tool that facilitates the analysis and development of policy campaigns. Using card-based ideation allows for the deve... Read More about The Policy Cards project - CAPE funded.

On the executability and malicious retention of adversarial malware samples generated using adversarial learning. Jan 27, 2023 - Jan 27, 2023
A SICSA Sponsored Research Theme Event
Machine Learning (ML) models have been shown to be vulnerable to adversarial examples designed to fool ML models to classify them as benign rather than malicious. This has led to several research efforts geared... Read More about On the executability and malicious retention of adversarial malware samples generated using adversarial learning..

SICSA AI Small Grant Jan 1, 2023 - May 31, 2023
We are working on a computer vision project to make construction sites and, more general, workshops operations safer. In particular, we are interested on analysing videos of personnel performing certain manual tasks (using a screwdriver, snapping to... Read More about SICSA AI Small Grant.