Submissions from 2019
Multi-Sensory Deep Learning Architectures for Slam Dunk Scene Classification, Paul Minogue
Comparing Procedural Content Generation Algorithms for Creating Levels in Video Games, Zina Monaghan
Automated Machine Learning: Predicting Customer Churn for an Online Streaming Service, Stephen Naughton
An Automated Negotiation System for eCommerce Store Owners to Enable Flexible Product Pricing, Jake O'Halloran
Factor Analysis of Mixed Data (FAMD) and Multiple Linear Regression in R, Nestor Pereira
Using Machine Learning Classification Methods to Detect the Presence of Heart Disease, Nestor Pereira
An Evaluation of the Information Security Awareness of University Students, Alan Pike
Performance Comparison of Hybrid CNN-SVM and CNN-XGBoost models in Concrete Crack Detection, Sahana Thiyagarajan
An Evaluation Of Learning Employing Natural Language Processing And Cognitive Load Assessment, Mrunal Tipari
An Investigation of Three Subjective Rating Scales of Mental Workload in Third Level Education, Nha Vu Thanh Nguyen
Using Supervised Learning to Predict English Premier League Match Results From Starting Line-up Player Data, Runzuo Yang
Submissions from 2018
From Business Understanding to Deployment: An application of Machine Learning Algorithms to Forecast Customer Visits per Hour to a Fast-Casual Restaurant in Dublin, Odunayo David Adedeji
Using Machine Learning Techniques to Predict a Risk Score for New Members of a Chit Fund Group, Sinead Aherne
Augmented Reality as a Potential Tool for Filmmaking, Paul Blachfield
Can Machine Learning beat Physics at Modeling Car Crashes?, Gavin Byrne
Automation of Authorisation Vulnerability Detection in Authenticated Web Applications, Niall Caffrey
Can Threshold-Based Sensor Alerts be Analysed to Detect Faults in a District Heating Network?, Liam Cantwell
An Application of Natural Language Processing for Triangulation of Cognitive Load Assessments in Third Level Education, Luis Alfredo Contreras
A Comparison of Real Time Stream Processing Frameworks, Jonathan Curtis
Beef Cattle Instance Segmentation Using Mask R-Convolutional Neural Network, Mohammad Danish
Identifying and Scoping Context-Specific Use Cases For Blockchain-Enabled Systems in the Wild., Fiona Delaney
Identifying Expert Investors on Financial Microblog via Artificial Neural Networks, Pierluca Del Buono
Application of Synthetic Informative Minority Over-Sampling (SIMO) Algorithm Leveraging Support Vector Machine (SVM) On Small Datasets with Class Imbalance, Akshatha Fakkeriah Kallappanamatt
A JavaScript Framework Comparison Based on Benchmarking Software Metrics and Environment Configuration, Jefferson Ferreira
Exploring the Features to Classify the Musical Period of Western Classical Music, Arturo Martínez Gallardo
A Demographic Analysis to Determine User Vulnerability among Several Categories of Phishing Attacks., Robert Griffin
Image Classification Using Bag-of-Visual-Words Model, Kaiqiang Huang
Classification Using Association Rules, Colin Kane
Investigation into the Predictive Power of Artificial Neural Networks and Logistic Regression for Predicting Default in Chit Funds, Ciara Kerrigan
Intergrating the Fruin LOS into the Multi-Objective Ant Colony System, Tirdad Kiafar
Automatic Table Extension with Open Data, Benedikt Kleppmann
An Exploration of Parliamentary Speeches in the Irish Parliament Using Topic Modeling, Fiona Leheny
An Investigation into Factors Which Explain the Scores and Voting Patterns of the Eurovision Song Contest., Oisín Leonard
Elasticity Measurement in CaaS Environments - Extending the Existing BUNGEE Elasticity Benchmark to AWS's Elastic Container Service, Nora Limbourg
That Seems Made Up: Deep Learning Classifiers for Fiction & Non Fiction Book Reviews, Clement Manger
Through the Net: Investigating How User Characteristics Influence Susceptibility to Phishing, Charlie Marriott
An Analysis of Software Testing Practices on Migrations From on Premise to Cloud Hosted Environments, Ronan Mullen
Predicting Happiness - Comparison of Supervised Machine Learning Techniques Performance on a Multiclass Classification Problem, Dorota Nieciecka
Assesing Completeness of Solvency and Financial Condition Reports through the use of Machine Learning and Text Classification, Ruairí Nugent
Clicking into Mortgage Arrears: A Study into Arrears Prediction with Clickstream Data, Gavin O'Brien
Comparing the Effectiveness of Support Vector Machines and Convolutional Neural Networks for Determining User Intent in Conversational Agents, Kieran O Sullivan
Spoilage Detection in Raspberry Fruit Based on Spectral Imaging Using Convolutional Neural Networks, Karthik Kuchangi Jothi Prakash
Supervised Learning Models to Predict Stock Direction Within Different Sectors in a Bull and Bear Market, Tiffany Razy
Investigating the Application of Deep Convolutional Neural Networks in Semi-supervised Video Object Segmentation, Jayadeep Sasikumar
A Performance Comparison of Neural Network and SVM Classifiers Using EEG Spectral Features to Predict Epileptic Seizures, Ian Thomas Tennant Watson
Comparing the Effectiveness of Different Classification Techniques in Predicting DNS Tunnels, Patrick Walsh
Visualization of Co-authorshipin DIT Arrow, Dan Xu
Handwritten Digit Recognition and Classification Using Machine Learning, Ke Zhao
Submissions from 2017
Can Phishing Education Enable Users To Recognize Phishing Attacks?, Hanaa Alghamdi
A Model for Anomalies Detection in Internet of Things (IoT) Using Inverse Weight Clustering and Decision Tree, Ahod Alghuried
An Exploration Study of using the Universities Performance and Enrolments Features for Predicting the International Quality, Aeshah Althagafi
Exploring the Factors that Affect Secondary Student’s Mathematics and Portuguese Performance in Portugal, Lulu Cheng
Comparison Study of The Most Common Virtual Machine Load Balancing Algorithms in Large-Scale Cloud Environment Using Cloud Simulator, Rowaa Filimban
Can Deep Learning Techniques Improve the Risk Adjusted Returns from Enhanced Indexing Investment Strategies, Anthony Grace
Can a Strictly Defined Security Configuration for IoT Devices Mitigate the Risk of Exploitation by Botnet Malware?, David Kennefick
Cybercrime: An Investigation of the Attitudes and Environmental Factors that Make People more Willing to Participate in Online Crime, Dearbhail Kirwan
An Analysis of Predicting Job Titles Using Job Descriptions, John Lynch
Evaluating the Effectiveness of the Gestalt Principles of Perceptual Observation for Virtual Reality User Interface Design, William MacNamara
Benchmarking JavaScript Frameworks, Carl Lawrence Mariano
“How Short is a Piece of String?”: An Investigation into the Impact of Text Length on Short-Text Classification Accuracy, Austin McCartney
Investigation into the Application of Personality Insights and Language Tone Analysis in Spam Classification, Colm McGetrick
Towards improving ViSQOL (Virtual Speech Quality Objective Listener) Using Machine Learning Techniques, Joseph McNally
The Use of Persistent Explorer Artificial Ants to Solve the Car Sequencing Problem, Kieran O'Sullivan
The Influence of Sensor-Based Intelligent Traffic Light Control On Traffic Flow In Dublin, Katja Rademacher
An Investigation of the Correlation Between Mental Workload and Web User’s Interaction, Joaquim Filipe Romero
An investigation of the correlation between Mental Workload and Web User’s Interaction, Joaquim Filipe Romero
Application of Supervised Machine Learning to Predict the Mortality Risk in Elderly Using Biomarkers, Priyanka Sonkar
Modeling Mortgage Assessment with Computational Argumentation Theory and Defeasible Reasoning, Henrik Szucs
Modeling mortgage assessment with computational argumentation theory and defeasible reasoning, Henrik Szucs
Physical Human Activity Recognition Using Machine Learning Algorithms, Haritha Vellampalli
The Evaluation of Ensemble Sentiment Classification Approach on Airline Services Using Twitter, Zechen Wang
Submissions from 2016
Support Vector Machines and Artificial Neural Networks: Assessing the Validity of Using Technical Features for Security Forecasting, James di Padua
Support Vector Machines and Artificial Neural Networks: Assessing the Validity of Using Technical Features for Security Forecasting, James DiPadua
An Evaluation of Gamification to Assess Students’ Learning on Their Understanding of First Year Computer Science Programming Module, Daniel Gebremichael
Identifying Market Indicators and Content Quality from a Financial Micro-Blog Platform, Siobhán McNamara
Investigation into the Predictive Capability of Macro-Economic Features in Modelling Credit Risk for Small Medium Enterprises, Kevin McTiernan
Predicting Intake of Applications for First Registration in the Property Registration Authority, Orlaith Mernagh
An Exploration of the Relationship between the Partisan-Business Cycle and Economic Inequality within Developed Economies, Richard O'Doherty
Using a Knowledge Management Approach to Support Effective Succession Planning in the Civil Service, Mary O’Donohue
An Exploration Of The Impact Of Animal Agriculture on Human Sustainable Development Index And The Child Health Indicator, Hithesan Pandian
An investigation into the effectiveness of hedonic features in regression models for domestic rental prices, Peter Prunty
Using Spatialisation to Support Exploratory Search Behaviour, Clement Roux
A Regression Study of Salary Determinants in Indian Job Markets for Entry Level Engineering Graduates, Rajveer Singh
Forecasting Bike Rental Demand Using New York Citi Bike Data, Wen Wang
Submissions from 2015
Evaluating the Usability of the Laboratory Information System (LIS) in Coombe Hospital and Hail Hospital, Fahad Alanazi
An Evaluation of the Use of Diversity to Improve the Accuracy of Predicted Ratings in Recommender Systems, Gillian Browne
Investigating the Relationship between Organizational Innovation Capability and Firm Performance with Irish SMEs, Maryam Bukhamsin
Exploring the Impact that Organisational Culture and Structures have on Knowledge Management Initiatives, Gavin Digan
Can Passive Mobile Application Traffic be Identified using Machine Learning Techniques, Peter Holland
Eliciting Knowledge Bases with Defeasible Reasoning: A Comparative Analysis with Machine Learning, Peter Keogh
An Exploration of the Use of Gamification in Agile Software Development, Alan McClean