All Outputs (5)

Real-Time Application Of Deepfake For De-Identification Privacy Preservation And Data Protection (2024)
Thesis
Inuwa, M. (2024). Real-Time Application Of Deepfake For De-Identification Privacy Preservation And Data Protection. (Thesis). University of Salford

In an era marked by mounting concerns over data privacy and protection, conventional regulatory measures have proven inadequate against cyber-attacks, complicating data sharing for research and development. Meanwhile, traditional face de-identifica... Read More about Real-Time Application Of Deepfake For De-Identification Privacy Preservation And Data Protection.

Improving Predictive Process Analytics with Deep Learning and XAI (2024)
Thesis
Obuzor, P. (2024). Improving Predictive Process Analytics with Deep Learning and XAI. (Thesis). University of Salford

In this doctoral thesis, we explore the innovative application of the Tab Transformer architecture in the realm of predictive process mining, marking a significant advancement in forecasting subsequent events within activity sequences. Utilising th... Read More about Improving Predictive Process Analytics with Deep Learning and XAI.

A Decentralised Peer-to-Peer Energy Trading Platform for Residential Homes (2024)
Thesis
Debrah, K. (2024). A Decentralised Peer-to-Peer Energy Trading Platform for Residential Homes. (Thesis). University of Salford

To achieve a sustainable and low-carbon energy system, it is necessary to develop novel solutions for the way household energy is consumed. Homes that have solar photovoltaic (PV) systems, electric vehicles (EVs), and microgrids can potentially trans... Read More about A Decentralised Peer-to-Peer Energy Trading Platform for Residential Homes.

Developing a Framework to Identify Professional Skills Required for Banking Sector Employee in UK using Natural Language Processing (NLP) Techniques (2024)
Thesis
Anthony, G. (2024). Developing a Framework to Identify Professional Skills Required for Banking Sector Employee in UK using Natural Language Processing (NLP) Techniques. (Thesis). University of Salford

The banking sector is changing dramatically, and new studies reveal that many financial institutions are having challenges keeping up with technology advancements and an acute shortage of skilled workers. The banking industry is changing into a dynam... Read More about Developing a Framework to Identify Professional Skills Required for Banking Sector Employee in UK using Natural Language Processing (NLP) Techniques.

Real Time Crime Prediction Using Social Media (2023)
Thesis
Jimoh, F. (2023). Real Time Crime Prediction Using Social Media. (Thesis). University of Salford

There is no doubt that crime is on the increase and has a detrimental influence on a nation's economy despite several attempts of studies on crime prediction to minimise crime rates. Historically, data mining techniques for crime prediction models of... Read More about Real Time Crime Prediction Using Social Media.