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27th AICS 2019: Galway, Ireland
- Edward Curry, Mark T. Keane, Adegboyega Ojo, Dhaval Salwala:
Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Galway, Ireland, December 5-6, 2019. CEUR Workshop Proceedings 2563, CEUR-WS.org 2020
Keynote Speaker
- Heiko Paulheim:
Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph Block. 1-2 - Barak A. Pearlmutter:
Automatic Differentiation and Ubiquitous Adaptive Computing. 3
Full Papers
- Dominika Tkaczyk, Andrew Collins, Joeran Beel:
NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts. 4-15 - Philip Martyn, Genevieve McPhilemy, Leila Nabulsi, Fiona Martyn, Colm McDonald, Dara M. Cannon, Michael Schukat:
Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach. 16-27 - Benjamin Barry, Martin Crane:
Analysis of Cryptocurrency Commodities with Motifs and LSTM. 28-39 - Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter M. Corcoran:
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. 40-51 - Girija Shingte, Mathieu d'Aquin:
Unsupervised Learning Approach for Identifying Sub-genres in Music Scores. 52-63 - Jinghui Lu, Maeve Henchion, Brian Mac Namee:
A Topic-Based Approach to Multiple Corpus Comparison. 64-75 - David Browne, Michael Giering, Steve Prestwich:
Deep Learning Human Activity Recognition. 76-87 - Abdul Wahid, Muhammad Intizar Ali:
Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance. 88-94 - Eoghan Cunningham, Oisín Boydell, Cormac Doherty, Benjamin Roques, Quan Le:
Using Text Classification Methods to Detect Malware. 95-103 - Elayne Ruane, Abeba Birhane, Anthony Ventresque:
Conversational AI: Social and Ethical Considerations. 104-115 - Andrei Lima Queiroz, Susan McKeever, Brian Keegan:
Detecting Hacker Threats: Performance of Word and Sentence Embedding Models in Identifying Hacker Communications. 116-127 - Maraim Masoud, Daniel Torregrosa, Paul Buitelaar, Mihael Arcan:
Back-translation Approach for Code-switching Machine Translation: A Case Study. 128-139 - John Mitros, Brian Mac Namee:
On the Validity of Bayesian Neural Networks for Uncertainty Estimation. 140-151 - Agustín García Pereira, Lukasz Porwol, Adegboyega Ojo, Edward Curry:
Towards a Temporal Deep Learning Model to Support Sustainable Agricultural Practices. 152-163 - Eoghan Keany, James McDermott:
Investigating Company Logo Memorability with Convolutional Neural Embedding Models. 164-175 - Abubakr Siddig, Pheobe Wenyi Sun, Matthew Parker, Andrew Hines:
Perception Deception: Audio-Visual Mismatch in Virtual Reality Using The McGurk Effect. 176-187 - Andrea Yáñez, Conor Hayes, Frank G. Glavin:
Towards the Control of Epidemic Spread: Designing Reinforcement Learning Environments. 188-199 - Abubakr Siddig, Andrew Hines:
A Psychologist Chatbot Developing Experience. 200-211 - Jamie O'Halloran, Edward Curry:
A Comparison of Deep Learning Models in Human Activity Recognition and Behavioural Prediction on the MHEALTH Dataset. 212-223 - Lukasz Porwol, Agustín García Pereira, Adegboyega Ojo:
From VR-Participation Back to Reality - an AI&VR-driven Approach for Building Models for Effective Communication in e-Participation. 224-235 - Paulo Lissa, Dayanne Peretti, Michael Schukat, Enda Barrett, Federico Seri, Marcus Keane:
Machine Learning Methods Applied to Building Energy Production and Consumption Prediction. 236-247
Student Papers
- Jim Sigailov-Lanfranchi:
Impact of Different Levels of Difficulty on Immersion in Video Games. 248-259 - Mark Grennan, Martin Schibel, Andrew Collins, Joeran Beel:
GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing. 260-271 - Conor O'Sullivan, Joeran Beel:
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights. 272-283 - Nicholas Bonello, Joeran Beel, Séamus Lawless, Jeremy Debattista:
Multi-stream Data Analytics for Enhanced Performance Prediction in Fantasy Football. 284-292 - Malgorzata Gutowska, Michael Scriney, Andrew McCarren:
Identifying Extra-terrestrial Intelligence Using Machine Learning. 293-304 - Bharath Sudharsan, Peter Corcoran, Muhammad Intizar Ali:
Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability. 305-316 - Alina Zhiltsova, Simon Caton, Catherine Mulway:
Mitigation of Unintended Biases against Non-Native English Texts in Sentiment Analysis. 317-328 - Junli Liang, Yalemisew M. Abgaz, Rob Brennan:
A Framework for Generating Aviation Risk Information Mobile User Interfaces from Knowledge Graphs. 329-340 - Ramneesh Vaidyambath, Jeremy Debattista, Neha Srivatsa, Rob Brennan:
An Intelligent Linked Data Quality Dashboard. 341-352 - Gaurav Kumar, Urja Pawar, Ruairi O'Reilly:
Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron Network. 353-364 - Snehal Bhatia, Rozenn Dahyot:
Using WGAN for Improving Imbalanced Classification Performance. 365-375 - Nivranshu Pasricha, Conor Hayes:
Detecting Bot Behaviour in Social Media using Digital DNA Compression. 376-387 - John O'Grady, Paula Roberts:
The Digital Transformation of Irish Non-Profit Organisations. 388-399 - Sean Quinlan, Haithem Afli, Ruairi O'Reilly:
A Comparative Analysis of Classification Techniques for Cervical Cancer Utilising At Risk Factors and Screening Test Results. 400-411 - Marc Mellotte, Conor Hayes:
An Evaluation of the Impact of Training Data Locality on the Effectiveness of Knowledge Graph Embeddings Models. 412-423 - Jack Hickey, Ruairi O'Reilly:
Enabling Multi-Party Consensual Data Exchange Through Blockchain. 424-433 - P. Nisha, Urja Pawar, Ruairi O'Reilly:
Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological Data. 434-445 - Sai Krishna Lakshminarayanan, John P. McCrae:
A Comparative Study of SVM and LSTM Deep Learning Algorithms for Stock Market Prediction. 446-457 - Arshdeep Kaur, Bojan Bozic:
Convolutional Neural Network-based Automatic Prediction of Judgments of the European Court of Human Rights. 458-469 - Breandán Kerin, Annalina Caputo, Séamus Lawless:
Temporal Word Embeddings for Dynamic User Profiling in Twitter. 470-479
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