Software-project estimation is a complex process that involves predicting the time and resources required to complete a project. Currently, various
Category: 2023
Speech emotion classification using deep learning techniques
Our voice tends to change depending on our emotional state. Speech emotion recognition (SER) facilitates the detection of the emotion
EmoElites – Emotion meets quality diversity in game design
The digital gaming world, is constantly pushing its boundaries, striving to create increasingly realistic games with each new generation. This
Predicting NBA player bets using machine learning
Sports betting could be defined as the activity of attempting to predict the outcome of a sports event and placing
Predicting PV power generation from weather data
In recent years, large-scale solar photovoltaic (PV) systems have established themselves as an economically viable solution to offset fossil-fuelled generated
Using machine learning to investigate potential image Bias in new articles
Citizens of a modern democracy could enjoy a wide selection of independent media. Nevertheless, some news articles tend to contain
An investigation into AI-generated art through GANs and ML neural networks
This final-year project investigated the complex task of art generation from a text prompt. This was done through an implementation
Autonomous drone control using reinforcement learning
The project aimed to develop a system for autonomous drone control, with particular focus on the problem of obstacle avoidance.
A decentralized application to enhance traceability and security inside a pharmaceutical supply chain
Supply chains are logistic systems that seek to distribute a specific category of products to the final client, efficiently. They