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<span class="CEURVOLNR">Vol-2771</span> <br>
<span class="CEURURN">urn:nbn:de:0074-2771-3</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright © 2020 for 
the individual papers by the papers' authors. 
Copyright © <span class="CEURPUBYEAR">2020</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
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<a href="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</a>.</p>
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<h1><a href="https://aics2020.tudublin.ie"><span class="CEURVOLACRONYM">AICS 2020</span></a><br>
<span class="CEURVOLTITLE">Artificial Intelligence and Cognitive Science</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science</span><br>
</h3>
<h3><span class="CEURLOCTIME">Dublin, Republic of Ireland, December 7-8, 2020</span>.</h3> 
<br>
<b> Edited by </b>
<p>

</p>
<p></p>
<h3>
   <a href="http://lucalongo.eu/" target="_blank"><span class="CEURVOLEDITOR">Luca Longo</span></a> <br>
   <a href="https://www.linkedin.com/in/lucas-rizzo/" target="_blank"><span class="CEURVOLEDITOR">Lucas Rizzo</span></a> <br>
   <a href="https://www.linkedin.com/in/elizabeth-hunter-58ba40ab/" target="_blank"><span class="CEURVOLEDITOR">Elizabeth Hunter</span></a> <br>
   <a href="https://www.linkedin.com/in/arjun-pakrashi-447299b/" target="_blank"><span class="CEURVOLEDITOR">Arjun Pakrashi</span></a> <br>
   
</h3>

<a href="https://www.tudublin.ie/" target="_blank">Technological University Dublin</a>, School of Computer Science, Dublin, Republic of Ireland<br>
  <br>

<hr>

<br><br><br>


<div class="CEURTOC">
<h2> Table of Contents </h2>


<ul>
<li id="xpreface">
<a href="preface.pdf">Preface</a><br>
Summary: There were <span class="CEURSUBMITTEDPAPERS">71</span> papers submitted for peer-review to this workshop. Out of these, 
<span class="CEURACCEPTEDPAPERS">29</span> papers were accepted for this volume, 
</li>
</ul>
<br>



<h3><span class="CEURSESSION">Full papers </span></h3>

<ul>

<li id="paper9"><a href="AICS2020_paper_9.pdf">
<span class="CEURTITLE"> Active Learning for the Text Classification of Rock Climbing Logbook Data </span></a> 
<span class="CEURPAGES">1-12</span> <br>
<span class="CEURAUTHOR">Eoghan Cunningham</span>, 
<span class="CEURAUTHOR">Derek Greene</span>
</li>

<li id="paper11"><a href="AICS2020_paper_11.pdf">
<span class="CEURTITLE">Geoff: A Linked Data Vocabulary for Describing the
Form and Function of Spatial Objects </span></a> 
<span class="CEURPAGES">13-24</span> <br>
<span class="CEURAUTHOR">Kris McGlinn</span>, 
<span class="CEURAUTHOR">Declan O’ Sullivan</span>, 
<span class="CEURAUTHOR">Christophe Debruyne</span>, 
<span class="CEURAUTHOR">Eamonn Clinton</span>, 
<span class="CEURAUTHOR">Rob Brennan</span>
</li>


<li id="paper12"><a href="AICS2020_paper_12.pdf">
<span class="CEURTITLE">LightGWAS: A Novel Machine Learning
Procedure for Genome-Wide Association Study </span></a> 
<span class="CEURPAGES">25-36</span> <br>
<span class="CEURAUTHOR">Bruno Ambrozio</span>, 
<span class="CEURAUTHOR">Luca Longo</span>, 
<span class="CEURAUTHOR">Lucas Rizzo</span>
</li>


<li id="paper13"><a href="AICS2020_paper_13.pdf">
<span class="CEURTITLE"> Exploring the potential of defeasible argumentation for
quantitative inferences in real-world contexts: An
assessment of computational trust</span></a> 
<span class="CEURPAGES">37-48</span> <br>
<span class="CEURAUTHOR">Lucas Rizzo</span>, 
<span class="CEURAUTHOR">Pierpaolo Dondio</span>, 
<span class="CEURAUTHOR">Luca Longo</span>
</li>


<li id="paper19"><a href="AICS2020_paper_19.pdf">
<span class="CEURTITLE"> Finding Short Lived Events on Social Media</span></a> 
<span class="CEURPAGES">49-60</span> <br>
<span class="CEURAUTHOR">David Kilroy</span>, 
<span class="CEURAUTHOR">Simon Caton</span>, 
<span class="CEURAUTHOR">Graham Healy</span>
</li>

<li id="paper25"><a href="AICS2020_paper_25.pdf">
<span class="CEURTITLE"> An Evacuation Route Model for Disaster Affected Areas</span></a> 
<span class="CEURPAGES">61-72</span> <br>
<span class="CEURAUTHOR">Vinaysheel K. Wagh</span>, 
<span class="CEURAUTHOR">Pramod Pathak</span>, 
<span class="CEURAUTHOR">Paul Stynes</span>, 
<span class="CEURAUTHOR">Luis G. Nardin</span>
</li>

<li id="paper31"><a href="AICS2020_paper_31.pdf">
<span class="CEURTITLE"> Using Navigable Small Worlds to Speed Up Time-Series Classification</span></a> 
<span class="CEURPAGES">73-84</span> <br>
<span class="CEURAUTHOR">Vivek Mahato</span>, 
<span class="CEURAUTHOR">Pádraig Cunningham</span>
</li>


<li id="paper33"><a href="AICS2020_paper_33.pdf">
<span class="CEURTITLE"> A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence</span></a> 
<span class="CEURPAGES">85-96</span> <br>
<span class="CEURAUTHOR">Giulia Vilone</span>, 
<span class="CEURAUTHOR">Lucas Rizzo</span>, 
<span class="CEURAUTHOR">Luca Longo</span> 
</li>

<li id="paper34"><a href="AICS2020_paper_34.pdf">
<span class="CEURTITLE"> Combining Local Search and Genetic Algorithm for Two-Dimensional Guillotine Bin Packing Problems with partial sequence constraint</span></a> 
<span class="CEURPAGES">97-108</span> <br>
<span class="CEURAUTHOR">Filipe Souza</span>, 
<span class="CEURAUTHOR">Diarmuid Grimes</span>
</li>

<li id="paper48"><a href="AICS2020_paper_48.pdf">
<span class="CEURTITLE">Where’s the Why? In Search of Chains of Causes for Query Events </span></a> 
<span class="CEURPAGES">109-120</span> <br>
<span class="CEURAUTHOR">Suchana Datta</span>, 
<span class="CEURAUTHOR">Derek Greene</span>, 
<span class="CEURAUTHOR">Debasis Ganguly</span>, 
<span class="CEURAUTHOR">Dwaipayan Roy</span>, 
<span class="CEURAUTHOR">Mandar Mitra</span>
</li>

<li id="paper52"><a href="AICS2020_paper_52.pdf">
<span class="CEURTITLE"> Differentiation in Personality Emotion Mappings From Self Reported Emotion and Automatically Classified Emotion</span></a> 
<span class="CEURPAGES">121-132</span> <br>
<span class="CEURAUTHOR">Ryan Donovan</span>, 
<span class="CEURAUTHOR">Aoife Johnson</span>, 
<span class="CEURAUTHOR">Ruairi O’ Reilly</span> 
</li>


<li id="paper53"><a href="AICS2020_paper_53.pdf">
<span class="CEURTITLE"> Assessing the Appetite for Trustworthiness and
the Regulation of Artificial Intelligence in Europe</span></a> 
<span class="CEURPAGES">133-144</span> <br>
<span class="CEURAUTHOR">Labhaoise NíFhaoláin</span>, 
<span class="CEURAUTHOR">Andrew Hines</span>, 
<span class="CEURAUTHOR">Vivek Nallur</span> 
</li>


<li id="paper60"><a href="AICS2020_paper_60.pdf">
<span class="CEURTITLE">Exploring Composite Dataset Biases for Heart Sound Classification </span></a> 
<span class="CEURPAGES">145-156</span> <br>
<span class="CEURAUTHOR">Davoud Shariat Panah</span>, 
<span class="CEURAUTHOR">Andrew Hines</span>, 
<span class="CEURAUTHOR">Susan Mckeever</span>
</li>

<li id="paper61"><a href="AICS2020_paper_61.pdf">
<span class="CEURTITLE"> TensorFlow Enabled Deep Learning Model Optimization for enhanced Realtime Person Detection using Raspberry Pi operating at the Edge</span></a> 
<span class="CEURPAGES">157-168</span> <br>
<span class="CEURAUTHOR">Reenu Mohandas</span>, 
<span class="CEURAUTHOR">Mangolika Bhattacharya</span>, 
<span class="CEURAUTHOR">Mihai Penica</span>, 
<span class="CEURAUTHOR">Karl Van Camp</span>, 
<span class="CEURAUTHOR">Martin J. Hayes</span>
</li>



<li id="paper62"><a href="AICS2020_paper_62.pdf">
<span class="CEURTITLE"> Incorporating Explainable Artificial Intelligence (XAI) to aid the Understanding of Machine Learning in the Healthcare Domain</span></a> 
<span class="CEURPAGES">169-180</span> <br>
<span class="CEURAUTHOR">Urja Pawar</span>, 
<span class="CEURAUTHOR">Donna O’ Shea</span>, 
<span class="CEURAUTHOR">Susan Rea</span>, 
<span class="CEURAUTHOR">Ruairi O’Reilly</span>
</li>


<li id="paper72"><a href="AICS2020_paper_72.pdf">
<span class="CEURTITLE"> Streetseek - Understanding Public Space Engagement Using Deep Learning & Thermal Imaging</span></a> 
<span class="CEURPAGES">181-192</span> <br>
<span class="CEURAUTHOR">Ciarán O’ Mara</span>, 
<span class="CEURAUTHOR">Eoghan Mulcahy</span>, 
<span class="CEURAUTHOR">Pepijn Van de Ven</span>, 
<span class="CEURAUTHOR">John Nelson</span>
</li>


</ul>

<h3><span class="CEURSESSION">Student papers</span></h3>

<ul>

<li id="paper20"><a href="AICS2020_paper_20.pdf">
<span class="CEURTITLE">Using GANs to Synthesise Minimum Training Data for Deepfake Generation </span></a> 
<span class="CEURPAGES">193-204</span> <br>
<span class="CEURAUTHOR">Simranjeet Singh</span>, 
<span class="CEURAUTHOR">Rajneesh Sharma</span>, 
<span class="CEURAUTHOR">Alan F. Smeaton</span>
</li>

<li id="paper26"><a href="AICS2020_paper_26.pdf">
<span class="CEURTITLE"> Analysis of Machine Learning Methods for Predicting Stock Prices</span></a> 
<span class="CEURPAGES">205-216</span> <br>
<span class="CEURAUTHOR">Oluwadurotimi Onibonoje</span>, 
<span class="CEURAUTHOR">Kevin Djoussa</span>, 
<span class="CEURAUTHOR">Mark Roantree</span>
</li>


<li id="paper28"><a href="AICS2020_paper_28.pdf">
<span class="CEURTITLE"> Identifying Complaints from Product Reviews: A Case Study on Hindi</span></a> 
<span class="CEURPAGES">217-228</span> <br>
<span class="CEURAUTHOR">Raghvendra Pratap Singh</span>, 
<span class="CEURAUTHOR">Rejwanul Haque</span>, 
<span class="CEURAUTHOR">Mohammed Hasanuzzaman</span>, 
<span class="CEURAUTHOR">Andy Way</span> 
</li>

<li id="paper30"><a href="AICS2020_paper_30.pdf">
<span class="CEURTITLE"> Neural Architecture Search using Particle
Swarm and Ant Colony Optimization</span></a> 
<span class="CEURPAGES">229-240</span> <br>
<span class="CEURAUTHOR">Séamus Lankford</span>, 
<span class="CEURAUTHOR">Diarmuid Grimes</span>
</li>

<li id="paper36"><a href="AICS2020_paper_36.pdf">
<span class="CEURTITLE">Improved Speech Synthesis using Generative Adversarial Networks </span></a> 
<span class="CEURPAGES">241-252</span> <br>
<span class="CEURAUTHOR">Dineshraj Gunasekaran</span>, 
<span class="CEURAUTHOR">Gautham Venkatraj</span>, 
<span class="CEURAUTHOR">Eoin Brophy</span>, 
<span class="CEURAUTHOR">Tomas Ward</span>
</li>


<li id="paper38"><a href="AICS2020_paper_38.pdf">
<span class="CEURTITLE"> Demand Prediction for Shared Mobility Services using Time Series Modelling</span></a> 
<span class="CEURPAGES">253-264</span> <br>
<span class="CEURAUTHOR">Rudi Camilleri</span>, 
<span class="CEURAUTHOR">Jeremy Debattista</span>
</li>


<li id="paper39"><a href="AICS2020_paper_39.pdf">
<span class="CEURTITLE"> An Investigation of Transfer Learning for a Lifelog Dataset</span></a> 
<span class="CEURPAGES">265-276</span> <br>
<span class="CEURAUTHOR">Akanksha Rajpute</span>, 
<span class="CEURAUTHOR">Tejal Nijai</span>, 
<span class="CEURAUTHOR">Graham Healy</span>
</li>


<li id="paper41"><a href="AICS2020_paper_41.pdf">
<span class="CEURTITLE"> Optimising PID Control with Residual Policy Reinforcement Learning</span></a> 
<span class="CEURPAGES">277-288</span> <br>
<span class="CEURAUTHOR">Andrew Hynes</span>, 
<span class="CEURAUTHOR">Elena Sapozhnikova</span>, 
<span class="CEURAUTHOR">Ivana Dusparic</span>
</li>


<li id="paper42"><a href="AICS2020_paper_42.pdf">
<span class="CEURTITLE"> Simple Question Answering Over a Domain-Specific Knowledge Graph using BERT by Transfer Learning</span></a> 
<span class="CEURPAGES">289-300</span> <br>
<span class="CEURAUTHOR">Mani Vegupatti</span>, 
<span class="CEURAUTHOR">Matthias Nickles</span>, 
<span class="CEURAUTHOR">Bharathi Raja Chakravarthi</span>
</li>


<li id="paper50"><a href="AICS2020_paper_50.pdf">
<span class="CEURTITLE"> Less is More when Applying Transfer Learning to Multi-Spectral Data</span></a> 
<span class="CEURPAGES">301-312</span> <br>
<span class="CEURAUTHOR">Yuvraj Sharma</span>, 
<span class="CEURAUTHOR">Robert Ross</span>
</li>

<li id="paper55"><a href="AICS2020_paper_55.pdf">
<span class="CEURTITLE">Intentional Forgetting: Investigating Interpretations and Future Potentials of Cognitive Control </span></a> 
<span class="CEURPAGES">313-324</span> <br>
<span class="CEURAUTHOR">Alysha Higgins</span>
</li>


<li id="paper57"><a href="AICS2020_paper_57.pdf">
<span class="CEURTITLE"> Synthesising Tabular Data using Wasserstein Conditional GANs with Gradient Penalty (WCGAN-GP)</span></a> 
<span class="CEURPAGES">325-336</span> <br>
<span class="CEURAUTHOR">Manhar Walia</span>, 
<span class="CEURAUTHOR">Brendan Tierney</span>, 
<span class="CEURAUTHOR">Susan McKeever</span>
</li>


<li id="paper66"><a href="AICS2020_paper_66.pdf">
<span class="CEURTITLE"> A Multi-class Approach – Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning</span></a> 
<span class="CEURPAGES">337-348</span> <br>
<span class="CEURAUTHOR">Preeti Jagdish Sajjan</span>, 
<span class="CEURAUTHOR">Frank G. Glavin</span>
</li>

</ul>






</div>


<hr>
<span class="unobtrusive">
2020-12-18: submitted by Luca Longo, 
            metadata incl. bibliographic data published under <a href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</a><br>
<span class="CEURPUBDATE">2020-12-18</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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