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Submissions from 2018

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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

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Using Machine Learning Techniques to Predict a Risk Score for New Members of a Chit Fund Group, Sinead Aherne

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Augmented Reality as a Potential Tool for Filmmaking, Paul Blachfield

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Can Machine Learning beat Physics at Modeling Car Crashes?, Gavin Byrne

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Automation of Authorisation Vulnerability Detection in Authenticated Web Applications, Niall Caffrey

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Can Threshold-Based Sensor Alerts be Analysed to Detect Faults in a District Heating Network?, Liam Cantwell

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An Application of Natural Language Processing for Triangulation of Cognitive Load Assessments in Third Level Education, Luis Alfredo Contreras

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A Comparison of Real Time Stream Processing Frameworks, Jonathan Curtis

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Beef Cattle Instance Segmentation Using Mask R-Convolutional Neural Network, Mohammad Danish

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Identifying and Scoping Context-Specific Use Cases For Blockchain-Enabled Systems in the Wild., Fiona Delaney

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Application of Synthetic Informative Minority Over-Sampling (SIMO) Algorithm Leveraging Support Vector Machine (SVM) On Small Datasets with Class Imbalance, Akshatha Fakkeriah Kallappanamatt

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A JavaScript Framework Comparison Based on Benchmarking Software Metrics and Environment Configuration, Jefferson Ferreira

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Exploring the Features to Classify the Musical Period of Western Classical Music, Arturo Martínez Gallardo

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A Demographic Analysis to Determine User Vulnerability among Several Categories of Phishing Attacks., Robert Griffin

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Image Classification Using Bag-of-Visual-Words Model, Kaiqiang Huang

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Use of Hyperspectral Images (HSI) and Convolutional Neural Network (CNN) To Identify Normal, Precancerous and Cancerous Tissues, Pallavi Jain

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Classification Using Association Rules, Colin Kane

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Investigation into the Predictive Power of Artificial Neural Networks and Logistic Regression for Predicting Default in Chit Funds, Ciara Kerrigan

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Intergrating the Fruin LOS into the Multi-Objective Ant Colony System, Tirdad Kiafar

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An Exploration of Parliamentary Speeches in the Irish Parliament Using Topic Modeling, Fiona Leheny

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An Investigation into Factors Which Explain the Scores and Voting Patterns of the Eurovision Song Contest., Oisín Leonard

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Elasticity Measurement in CaaS Environments - Extending the Existing BUNGEE Elasticity Benchmark to AWS's Elastic Container Service, Nora Limbourg

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That Seems Made Up: Deep Learning Classifiers for Fiction & Non Fiction Book Reviews, Clement Manger

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Analysing online user activity to implicitly infer the mental workload of web-based tasks using defeasible reasoning, Paul Mara

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Through the Net: Investigating How User Characteristics Influence Susceptibility to Phishing, Charlie Marriott

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Predicting Long Term Unemployment: an Exploration Using Customer Financial Data, John Mooney

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An Analysis of Software Testing Practices on Migrations From on Premise to Cloud Hosted Environments, Ronan Mullen

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Predicting Happiness - Comparison of Supervised Machine Learning Techniques Performance on a Multiclass Classification Problem, Dorota Nieciecka

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Assesing Completeness of Solvency and Financial Condition Reports through the use of Machine Learning and Text Classification, Ruairí Nugent

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Clicking into Mortgage Arrears: A Study into Arrears Prediction with Clickstream Data, Gavin O'Brien

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Comparing the Effectiveness of Support Vector Machines and Convolutional Neural Networks for Determining User Intent in Conversational Agents, Kieran O Sullivan

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Spoilage Detection in Raspberry Fruit Based on Spectral Imaging Using Convolutional Neural Networks, Karthik Kuchangi Jothi Prakash

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Supervised Learning Models to Predict Stock Direction Within Different Sectors in a Bull and Bear Market, Tiffany Razy

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A Performance Comparison of Neural Network and SVM Classifiers Using EEG Spectral Features to Predict Epileptic Seizures, Ian Thomas Tennant Watson

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Comparing the Effectiveness of Different Classification Techniques in Predicting DNS Tunnels, Patrick Walsh

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Visualization of Co-authorshipin DIT Arrow, Dan Xu

Submissions from 2017

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Can Phishing Education Enable Users To Recognize Phishing Attacks?, Hanaa Alghamdi

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A Model for Anomalies Detection in Internet of Things (IoT) Using Inverse Weight Clustering and Decision Tree, Ahod Alghuried

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An Exploration Study of using the Universities Performance and Enrolments Features for Predicting the International Quality, Aeshah Althagafi

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Exploring the Factors that Affect Secondary Student’s Mathematics and Portuguese Performance in Portugal, Lulu Cheng

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Comparison Study of The Most Common Virtual Machine Load Balancing Algorithms in Large-Scale Cloud Environment Using Cloud Simulator, Rowaa Filimban

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A Comparison of Supervised Machine Learning Classification Techniques and Theory-Driven Approaches for the Prediction of Subjective Mental Workload, Dmitrii Gmyzin

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Can Deep Learning Techniques Improve the Risk Adjusted Returns from Enhanced Indexing Investment Strategies, Anthony Grace

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Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image Classification Process, Robert Kelly

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Can a Strictly Defined Security Configuration for IoT Devices Mitigate the Risk of Exploitation by Botnet Malware?, David Kennefick

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Cybercrime: An Investigation of the Attitudes and Environmental Factors that Make People more Willing to Participate in Online Crime, Dearbhail Kirwan

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An Analysis of Predicting Job Titles Using Job Descriptions, John Lynch

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Evaluating the Effectiveness of the Gestalt Principles of Perceptual Observation for Virtual Reality User Interface Design, William MacNamara

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Benchmarking JavaScript Frameworks, Carl Lawrence Mariano

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“How Short is a Piece of String?”: An Investigation into the Impact of Text Length on Short-Text Classification Accuracy, Austin McCartney

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Investigation into the Application of Personality Insights and Language Tone Analysis in Spam Classification, Colm McGetrick

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The Use of Persistent Explorer Artificial Ants to Solve the Car Sequencing Problem, Kieran O'Sullivan

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The Influence of Sensor-Based Intelligent Traffic Light Control On Traffic Flow In Dublin, Katja Rademacher

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An Investigation of the Correlation Between Mental Workload and Web User’s Interaction, Joaquim Filipe Romero

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An investigation of the correlation between Mental Workload and Web User’s Interaction, Joaquim Filipe Romero

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Application of Supervised Machine Learning to Predict the Mortality Risk in Elderly Using Biomarkers, Priyanka Sonkar

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Modeling Mortgage Assessment with Computational Argumentation Theory and Defeasible Reasoning, Henrik Szucs

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Physical Human Activity Recognition Using Machine Learning Algorithms, Haritha Vellampalli

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The Evaluation of Ensemble Sentiment Classification Approach on Airline Services Using Twitter, Zechen Wang

Submissions from 2016

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How Do Teachers and Students Perceive The Utility of Blackboard as a Distance Learning Platform? (Case Study from Taibah University, Saudi Arabia), Suad Alaofi

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Measuring the Effectiveness of Software-Based Training to Improve the Spatial Visualization Skills of Students in STEM Disciplines in Higher Education Institutions, Peter Cole

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Support Vector Machines and Artificial Neural Networks: Assessing the Validity of Using Technical Features for Security Forecasting, James di Padua

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Support Vector Machines and Artificial Neural Networks: Assessing the Validity of Using Technical Features for Security Forecasting, James DiPadua

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An Evaluation of Gamification to Assess Students’ Learning on Their Understanding of First Year Computer Science Programming Module, Daniel Gebremichael

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Investigating the Impact of Unsupervised Feature-Extraction from Multi-Wavelength Image Data for Photometric Classification of Stars, Galaxies and QSOs, Annika Lindh

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Identifying Market Indicators and Content Quality from a Financial Micro-Blog Platform, Siobhán McNamara

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Investigation into the Predictive Capability of Macro-Economic Features in Modelling Credit Risk for Small Medium Enterprises, Kevin McTiernan

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An Exploration of the Relationship between the Partisan-Business Cycle and Economic Inequality within Developed Economies, Richard O'Doherty

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Using a Knowledge Management Approach to Support Effective Succession Planning in the Civil Service, Mary O’Donohue

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An Exploration Of The Impact Of Animal Agriculture on Human Sustainable Development Index And The Child Health Indicator, Hithesan Pandian

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An investigation into the effectiveness of hedonic features in regression models for domestic rental prices, Peter Prunty

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Using Spatialisation to Support Exploratory Search Behaviour, Clement Roux

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A Regression Study of Salary Determinants in Indian Job Markets for Entry Level Engineering Graduates, Rajveer Singh

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Forecasting Bike Rental Demand Using New York Citi Bike Data, Wen Wang

Submissions from 2015

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Evaluating the Usability of the Laboratory Information System (LIS) in Coombe Hospital and Hail Hospital, Fahad Alanazi

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An Evaluation of the Use of Diversity to Improve the Accuracy of Predicted Ratings in Recommender Systems, Gillian Browne

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Investigating the Relationship between Organizational Innovation Capability and Firm Performance with Irish SMEs, Maryam Bukhamsin

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Exploring the Impact that Organisational Culture and Structures have on Knowledge Management Initiatives, Gavin Digan

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Can Passive Mobile Application Traffic be Identified using Machine Learning Techniques, Peter Holland

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Eliciting Knowledge Bases with Defeasible Reasoning: A Comparative Analysis with Machine Learning, Peter Keogh

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Investigating Correlation between Availability of Free Time Facilities for Pupils and Their Educational Achievements while Exploiting Linked Data and Volunteered Geographic Information, Peter Kovar

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An Open Source Implementation and Evaluation of a Federated Searching Service Based on File Based Index and Relational Database Index, Alan Liu

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An Exploration of the Use of Gamification in Agile Software Development, Alan McClean

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A Novel and Domain-Specific Document Clustering and Topic Aggregation Toolset for a News Organisation, Claire McMahon

Predicting Process Completion Using Clickstream Data, Tommy Mitchell

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An Analysis of the Predictive Capability of C5.0 and Chaid Decision Trees and Bayes Net in the Classification of fatal Traffic Accidents in the UK, Aiden O'Connor

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Can Wikipedia Article Traffic Statistics be Used to Verify a Technical Indicator? An Exploration into the Correlation Between Wikipedia Article Traffic Statistics and the Coppock Technical Indicator., Cormac O'Connor

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An Evaluation of Selection Strategies for Active Learning with Regression, Jack O'Neill

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An Understanding of Student Satisfaction, Lorraine Sweeney

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Semantic Models as Knowledge Repositories for Data Modellers in the Financial Industry, Gary Thompson

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Maturity of Cloud Application Interoperability Frameworks for Small to Medium Enterprises, John Warde

Submissions from 2014

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A Framework for the Analysis and User-Driven Evaluation of Trust on the Semantic Web, Peter Clarke

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Bringing Knowledge to Imbedded Collaboration Tools Within an Irish Financial Services IT Department, Anthony Daly

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The MPT Assessment Deployed Via Digital Mobile Application, Niall Duffy

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Predicting Professional Golfer Performance Using Proprietary PGA Tour “Shotlink” Data, Brian Leahy

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Cloud-Based Storage Applications for Smart Phones: Forensic Investigation of Cloud Storage Applications, Radoslaw Ochrymowicz

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Predicting Mortgage Arrears: An Investigation Into the Predictive Capability of Customer Spending Patterns, Jamie Roche

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A Complex Social Network Analyses of Online Finanical Communties in Times of Geopolitcal Military and Terrorist Events, James Usher

Submissions from 2013

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Using Grounded Theory to Develop a Framework for Software Testing Best Practice in a Telecommunications Company, David Hendrick

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Applying Data Visualisations to Open New Perspectives in Birdwatching, Frank Kendlin