AICS 2019
27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science

Table of Contents

• Preface
  
  

Keynote Speaker

• Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph Block 1-2
  Heiko Paulheim
• Automatic Differentiation and Ubiquitous Adaptive Computing 3-3
  Barak A. Pearlmutter

Full Papers

• NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts 4-15
  Dominika Tkaczyk , Andrew Collins , Joeran Beels
• Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach 16-27
  Philip Martyn , Genevieve McPhilemy , Leila Nabulsi , Fiona Martyn , Colm McDonald , Dara Cannon , Michael Schukat
• Analysis of Cryptocurrency Commodities with Motifs and LSTM 28-39
  Benjamin Barry , Martin Crane
• Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages 40-51
  Muhammad Ali Farooq , Asma Khatoon , Viktor Varkarakis , Peter Corcoran
• Unsupervised Learning Approach for Identifying Sub-genres in Music Scores 52-63
  Girija Shingte , Mathieu D'Aquin
• A Topic-Based Approach to Multiple Corpus Comparison 64-75
  Jinghui Lu , Maeve Henchion , Brian Mac Namee
• Deep Learning Human Activity Recognition 76-87
  David Browne , Michael Gierin , Steven Prestwich
• Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance 88-94
  Abdul Wahid , Muhammad Intizar Ali
• Using Text Classification Methods to Detect Malware 95-103
  Eoghan Cunningham , Oisin Boydell , Cormac Doherty , Benjamin Roques , Quan Le
• Conversational AI: Social and Ethical Considerations 104-115
  Elayne Ruane , Abeba Birhane , Anthony Ventresqueo
• Detecting Hacker Threats: Performance of Word and Sentence Embedding Models in Identifying Hacker Communications 116-127
  Andrei Lima Queiroz , Susan Mckeever , Brian Keegan
• Back-translation Approach for Code-switching Machine Translation: A Case Study 128-139
  Maraim Masoud , Daniel Torregrosa , Paul Buitelaar , Mihael Arcan
• On the Validity of Bayesian Neural Networks for Uncertainty Estimation 140-151
  John Mitros , Brian Mac Namee
• Towards a Temporal Deep Learning Model to Support Sustainable Agricultural Practices 152-163
  Agustín García Pereira , Lukasz Porwol , Adegboyega Ojo , Edward Curry
• Investigating Company Logo Memorability with Convolutional Neural Embedding Models 164-175
  Eoghan Keany , James McDermott
• Perception Deception: Audio-Visual Mismatch in Virtual Reality Using The McGurk Effect 176-187
  Abubakr Siddig , Pheobe Wenyi Sun , Matthew Parker , Andrew Hines
• Towards the Control of Epidemic Spread: Designing Reinforcement Learning Environments 188-199
  Andrea Yanez , Conor Hayes , Frank Glavin
• A Psychologist Chatbot Developing Experience 200-211
  Abubakr Siddig , Andrew Hines
• A Comparison of Deep Learning Models in Human Activity Recognition and Behavioural Prediction on the MHEALTH Dataset 212-223
  Jamie O'Halloran , Edward Curry
• From VR-Participation Back to Reality – an AI&VR-driven Approach for Building Models for Effective Communication in e-Participation 224-235
  Lukasz Porwol , Agustin Garcia Pereira , Adegboyega Ojo
• Machine Learning Methods Applied to Building Energy Production and Consumption Prediction 236-247
  Paulo Lissa , Dayanne Peretti , Michael Schukat , Enda Barrett , Federico Seri , Marcus Keane

Student Papers

• Impact of Different Levels of Difficulty on Immersion in Video Games 248-259
  Jim Sigailov-Lanfranchi
• GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing 260-271
  Mark Grennan , Martin Schibel , Andrew Collins , Joeran Beel
• Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights 272-283
  Conor O'Sullivans , Joeran Beel
• Multi-stream Data Analytics for Enhanced Performance Prediction in Fantasy Football 284-292
  Nicholas Bonello , Joeran Beel , Séamus Lawless , Jeremy Debattista
• Identifying Extra-terrestrial Intelligence Using Machine Learning 293-304
  Małgorzata Gutowska , Michael Scriney , Andrew McCarren
• Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability 305-316
  Bharath Sudharsan , Peter Corcoran , Muhammad Intizar Ali
• Mitigation of Unintended Biases against Non-Native English Texts in Sentiment Analysis 317-328
  Alina Zhiltsova , Simon Caton , Catherine Mulway
• A Framework for Generating Aviation Risk Information Mobile User Interfaces from Knowledge Graphs 329-340
  Junli Liang , Yalemisew Abgaz , Rob Brennan
• An Intelligent Linked Data Quality Dashboard 341-352
  Ramneesh Vaidyambath , Jeremy Debattista , Neha Srivatsa , Rob Brennan
• Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron Network 353-364
  Gaurav Kumar , Urja Pawar , Ruairi O'Reilly
• Using WGAN for Improving Imbalanced Classification Performance 365-375
  Snehal Bhatia , Rozenn Dahyot
• Detecting Bot Behaviour in Social Media using Digital DNA Compression 376-387
  Nivranshu Pasricha , Conor Hayes
• The Digital Transformation of Irish Non-Profit Organisations 388-399
  John O'Grady , Paula Roberts
• A Comparative Analysis of Classification Techniques for Cervical Cancer Utilising At Risk Factors and Screening Test Results 400-411
  Sean Quinlan , Haithem Afli , Ruairi O'Reilly
• An Evaluation of the Impact of Training Data Locality on the Effectiveness of Knowledge Graph Embeddings Models 412-423
  Marc Mellotte , Conor Hayes
• Enabling Multi-Party Consensual Data Exchange Through Blockchain 424-433
  Jack Hickey , Ruairi O'Reilly
• Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological Data 434-445
  P. Nisha , Urja Pawar , Ruairi O'Reilly
• A Comparative Study of SVM and LSTM Deep Learning Algorithms for Stock Market Prediction 446-457
  Sai Krishna Lakshminarayanan , John McCrae
• Convolutional Neural Network-based Automatic Prediction of Judgments of the European Court of Human Rights 458-469
  Arshdeep Kaur , Bojan Bozic
• Temporal Word Embeddings for Dynamic User Profiling in Twitter 470-479
  Breandán Kerin , Annalina Caputo , Seamus Lawless