AICS 2018
Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science

Table of Contents

• Preface
  
  

Keynote Speaker

• Informal Algorithms in Children 1-1
  Monica Bucciarelli

Full Papers

• Heterogeneous Multi-Agent Deep Reinforcement Learning for Traffic Lights Control 2-13
  Jeancarlo Arguello Calvo, Ivana Dusparic
• Comparing Joint Speech and Synchronous Speech: What Happens When We Add More Speakers? 14-20
  Fred Cummins
• Exploring a Perceptually-Weighted DNN-based Fusion Model for Speech Separation 21-32
  Alessandro Ragano, Andrew Hines
• A Comparison of Agent-Based Models and Equation Based Models for Infectious Disease Epidemiology 33-44
  Elizabeth Hunter, Brian Mac Namee, John Kelleher
• ADNet: A Deep Network for Detecting Adverts 45-53
  Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, Francois Pitie
• Kernel Methods for Time Series Classification and Regression 54-65
  Mourtadha Badiane, Martin O'Reilly, Padraig Cunningham
• Vehicular Traffic Flow Intensity Detection and Prediction Through Mobile Data Usage 66-77
  Maurice Saliba, Charlie Abela, Colin Layfield
• Mr. DLib’s Architecture for Scholarly Recommendations-as-a-Service 78-89
  Joeran Beel, Andrew Collins, Akiko Aizawa
• Milan: Automatic Generation of R2RML Mappings 90-101
  Sahil Mathur, Declan O'Sullivan, Rob Brennan
• A Comparison of k-NN Methods for Time Series Classification and Regression 102-113
  Vivek Mahato, Martin O'Reilly, Padraig Cunningham
• MeetupNet Dublin: Discovering Communities in Dublin’s Meetup Network 114-125
  Arjun Pakrashi, Elham Alghamdi, Brian Mac Namee, Derek Greene
• Early Fusion of Dense Optical Flow with Image for Semantic Segmentation in Autonomous Driving 126-137
  Prashanth Viswanath, Ganesh Sistu, Mihai Ilie, Senthil Yogamani, Jonathan Horgan
• A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning 138-149
  Lucas Rizzo, Luca Longo
• An Empirical Comparison of Syllabuses for Curriculum Learning 150-161
  Mark Collier, Joeran Beel
• ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers 162-173
  Dominika Tkaczyk, Rohit Gupta, Riccardo Cinti, Joeran Beel
• The Sound of Silence: How Traditional and Deep Learning Based Voice Activity Detection Influences Speech Quality Monitoring 174-185
  Rahul Jaiswal, Andrew Hines
• Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition. 186-197
  Tom Skehin, Martin Crane, Marija Bezbradicag
• Evaluating Load Adjusted Learning Strategies for Client Service Levels Prediction from Cloud-hosted Video Servers 198-209
  Obinna Izima, Ruairí de Fréin, Mark Davis
• A Novel Approach to Recommendation Algorithm Selection using Meta-Learning 210-219
  Andrew Collins, Dominika Tkaczyk, Joeran Beel
• Manipulating Moral Dumbfounding: Inhibiting the Identification of Reasons 220-231
  Cillian McHugh, Marek McGann, Eric Raymond Igou, Elaine Louise Kinsella
• An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data 232-243
  Eoin Brophy, Zhengwei Wang, Jose Juan Dominguez Veiga, Alan F. Smeaton, Tomas E. Ward
• She Just Doesn’t Understand Me! Curing Alexa of her Alexithymia 244-255
  Eoghan Furey, Juanita Boyle

Student Papers

• Agency Attribution and Temporal Binding. Towards a New Model of Time Perception. 256-266
  Beatrice Kaloczy
• A Graph-Based Collective Linking Approach with Group Co-existence Strength 267-278
  Chinmay Choudhary, Colm O'Riordan
• Leveraging Pharmacy Medical Records To Predict Diabetes Using A Random Forest & Artificial Neural Network 279-290
  Stephen Lavery, Jeremy Debattista
• On-line Reinforcement Learning for Trajectory Following with Unknown Faults 291-302
  Yves Sohege, Gregory Provan
• Towards a More Systematic Analysis of Twitter Data: A Framework for the Analysis of Twitter Communities 303-314
  Alessia Antelmi, Josephine Griffith, Karen Young
• Identifying Urban Canopy Coverage from Satellite Imagery Using Convolutional Neural Networks 315-326
  Niamh Donnelly, Conor Nugent, Brian Mac Namee
• First Insights on a Passive Major Depressive Disorder Prediction System with Incorporated Conversational Chatbot 327-338
  Fionn Delahunty, Ian D. Wood, Mihael Arcan
• Things Could Have Been Worse - The Counterfactual Nature of Gratitude 339-349
  Nuala Walsh, Suzanne Egan
• An Evaluation of Convolutional Neural Network Models for Object Detection in Images on Low-End Devices 350-361
  David Foley, Ruairi Oreilly
• CodEX: Source Code Plagiarism Detection Based on Abstract Syntax Tree 362-373
  Mengya Zheng, Xingyu Pan, David Lillis
• Detection of Malicious VBA Macros using Machine Learning Methods 374-385
  Ed Aboud, Darragh O'Brien
• Nostalgic Sentiment Analysis of YouTube Comments for Chart Hits of the 20th Century 386-395
  Joseph Timoney, Brian Davis, Adarsh Raj