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Submissions from 2024

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Development And Optimisation of Convolutional Neural Networks (Cnns) to Predict the Nutrition and Sustainability Scores of Foods from Crowd Sourced Images, Cormac McElhinney

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Data Analysis of Twitter’s Nasdaq100 Sentiments and Topics as Indicators for News Articles Retrieval: Fine-Tuning RoBERTa and RAG, Kagan Timur

Thesis/Dissertation from 2023

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Unlocking the Pragmatics of Emoji: Evaluation of the Integration of Pragmatic Markers for Sarcasm Detection, Niamh Farnham

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Recurrent Neural Networks for Flash GDP Estimates in Ireland: A Comparison with Traditional Econometric Methods, Justin Flannery

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Reinforcement Learning for Stock Option Trading, James Garza

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An assessment of the effectiveness of using data analytics to predict death claim seasonality and protection policy review lapses in a life insurance company, Jennifer Loftus

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Applying Machine Learning to Biological Status (QValues) from Physio-chemical Conditions of Irish Rivers, Raúl Martín Sánchez

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Evaluating the Potential of Ensemble Learning for One Day-Ahead Forecasting of Power System Demand in Ireland, Karol Skowronski

Submissions from 2022

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Analysing Natural Language Processing Techniques: A Comparative Study of NLTK, spaCy, BERT, and DistilBERT on Customer Query Datasets, Patrizia De Camillis

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The use of deep learning solutions to develop a practice tool to support Lámh language for communication partners, Gabriel Bueno Pimentel Borges

Thesis/Dissertation from 2021

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The shape of a photon, Christopher C. O’Neill