AICS 2016
Artificial Intelligence and Cognitive Science 2016

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