| Vol-1751 urn:nbn:de:0074-1751-3 Copyright © 2016 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# AICS 2016
Artificial Intelligence and Cognitive Science 2016

### Proceedings of the 24th Irish Conference on Artificial Intelligence and Cognitive Science

### Dublin, Ireland, September 20-21, 2016.

Edited by

### Derek Greene *
Brian Mac Namee *
Robert Ross **

* University College Dublin, School of Computer Science, Dublin, Ireland
** Dublin Institute of Technology, School of Computing, Dublin, Ireland

## Table of Contents

### Keynote and NECTAR Track

- Promise and Peril in Machine Learning (invited paper) 1
  Padhraic Smyth
- Characterizing Ego-networks Using Motifs (abstract) 2
  Padraig Cunningham, Martin Harrigan, Guangyu Wu, Derek O'Callaghan
- Computation and Complexity of Preference Inference Based on Hierarchical Models (abstract) 3
  Anne-Marie George, Nic Wilson, Barry O'Sullivan
- Measuring Performance in Machine Translation Quality Estimation (abstract) 4-5
  Yvette Graham
- Evaluating the Relative Performance of Collaborative Filtering Recommender System (abstract) 6
  Humberto Jesus Corona Pampín, Houssem Jerbi, Michael O'Mahony
- Idiom Token Classification with Distributed Semantics (abstract) 7
  Giancarlo Salton, Robert Ross, John Kelleher
- Preference Inference Through Rescaling Preference Learning (abstract) 8
  Nic Wilson, Mojtaba Montazery

### Full Paper Track

- Evaluation of Analogical Inferences Formed from Automatically Generated Representations of Scientific Publications 9-20
  Yalemisew Abgaz, Diarmuid O'Donoghue, Donny Hurley, Dmitry Smorodinnikov
- Ensemble Topic Modeling via Matrix Factorization 21-32
  Mark Belford, Brian Mac Namee, Derek Greene
- Cyclic Dominance in the Spatial Coevolutionary Optional Prisoner's Dilemma Game 33-44
  Marcos Cardinot, Josephine Griffith, Colm O'Riordan
- Inferring Waypoints Using Shortest Paths 45-56
  Daniel A. Desmond, Kenneth N. Brown
- A Comparison of Machine Learning Techniques for Predicting Insemination Outcome in Irish Dairy Cows 57-67
  Caroline Fenlon, Luke O'Grady, John Dunnion, Laurence Shalloo, Stephen Butler, Michael Doherty
- Novel2Vec: Characterising 19th Century Fiction via Word Embeddings 68-79
  Siobhan Grayson, Maria Mulvany, Karen Wade, Gerardine Meaney, Derek Greene
- Noise in Reasoning as a Cause of the Conjunction Fallacy 80-91
  Rita Howe, Fintan Costello
- An Open Data Driven Epidemiological Agent-Based Model for Irish Towns 92-103
  Elizabeth Hunter, Brian Mac Namee, John Kelleher
- Time Series Clustering of Moodle Activity Data 104-115
  Ewa Mlynarska, Derek Greene, Padraig Cunningham
- Embedded Real-time Implementation of a Computational Efficient Optical Flow Extraction Method for Intelligent Robot Control Applications 116-127
  Robert Moni, Laszlo Bako, Szabolcs Hajdu, Fearghal Morgan, Sandor Tihamer Brassa
- Explanation-based Ranking in Opinionated Recommender Systems 128-139
  Khalil Muhammad, Aonghus Lawlor, Barry Smyth
- Activist: A New Framework for Dataset Labelling 140-148
  Jack O'Neill, Sarah Jane Delany, Brian Mac Namee
- Benchmarking Multi-label Classification Algorithms 149-160
  Arjun Pakrashi, Derek Greene, Brian Mac Namee
- Learning Dynamical Models Using System Motifs 161-172
  Gregory Provan
- An Investigation into Information Navigation via Diverse Keyword-based Facets 173-183
  Muhammad Atif Qureshi, Derek Greene
- Towards a Deep Learning-based Activity Discovery System 184-191
  Eoin Rogers, John Kelleher, Robert Ross
- Tell Me Who Are Your Friends, and I'll Tell You Who You Are 192-203
  Pablo Torres-Tramon, Conor Hayes
- Capturing Data in the Presence of Noise for Artificial Intelligence Systems 204-216
  Aidan Breen, Colm O'Riordan
- Dimensionality Reduction and Visualisation Tools for Voting Records 217-226
  Igor Brigadir, Derek Greene, James P. Cross, Padraig Cunningham
- Relevance-Redundancy Dominance: A Threshold-Free Approach to Filter-Based Feature Selection 227-238
  David Browne, Carlo Manna, Steve Prestwich
- Illusory Correlations: An Investigation in a Social Media Setting 239-247
  Abeba Birhane, Roisin Fitzpatrick, Caoimhe Kavanagh, John Rogers
- Empirical Comparative Analysis of 1-of-K Coding and K-Prototypes in Categorical Clustering 248-259
  Fei Wang, Hector Franco, John Pugh, Robert Ross

### MSc Track

- Attentional Synchrony and the Affects of Repetitve Movie Viewing 260-271
  David Breathnach
- Recursion in Fixed Motor Sequences 272-282
  Robert Bruce
- Decision Making is Caused by Information Processing and Emotion: A Synthesis of Two Approaches to Explain the Phenomenon of Confirmation Bias 283-294
  Robert Dunne
- Stigma and Empathy: An Organising Principle for the Continuum of Social Understanding 295-306
  Samuel Finnerty
- Profiling, Assessing and Matching Personalities Active in Social Media 307-319
  Ciaran Hennessy, Alan Smeaton
- Investigating the Impact of Unsupervised Feature-Extraction from Multi-Wavelength Image Data for Photometric Classification of Stars, Galaxies and QSOs 320-331
  Annika Lindh
- A Cognitive Investigation of a Material Led Art process 332-343
  Fiona O'Hara

2016-11-29: submitted by Derek Greene, metadata incl. bibliographic data published under Creative Commons CC0
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