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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Robert McCarthy, Francsico Roldan Sanchez, Qiang Wang, David Cordova Bulens, Kevin McGuinness, Noel E. O'Connor, Stephen J. Redmond |
Solving the Real Robot Challenge Using Deep Reinforcement Learning.  |
AICS  |
2021 |
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| 1 | Enric Moreu, Kevin McGuinness, Noel E. O'Connor |
Synthetic Data for Unsupervised Polyp Segmentation. |
AICS |
2021 |
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| 1 | Zhenshuo Chen, Eoin Brophy, Tomás Ward |
Malware Classification Using Static Disassembly and Machine Learning. |
AICS |
2021 |
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| 1 | Jules Wax |
Representational and Embodied Accounts of Abstract Concepts: A Framework for Prelinguistic Acquisition of Numerical Cognition. |
AICS |
2021 |
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| 1 | James Murphy, John E. Ward, Brian Mac Namee |
Machine Learning in Space: A Review of Machine Learning Algorithms and Hardware for Space Applications. |
AICS |
2021 |
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| 1 | Justin Fajou, Andrew McCarren |
Forecasting Gold Prices Using Temporal Convolutional Networks. |
AICS |
2021 |
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| 1 | Johanna Dobbriner, Cathy Ennis, Robert J. Ross |
Virtual Tutor Personality in Computer Assisted Language Learning. |
AICS |
2021 |
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| 1 | Mihai Pomarlan, Maria M. Hedblom, Robert Porzel |
Panta Rhei: Curiosity-Driven Exploration to Learn the Image-Schematic Affordances of Pouring Liquids. |
AICS |
2021 |
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| 1 | Çagri Demir, Simon Caton, Pierpaolo Dondio |
Combining Ensembles of Multi-Input Multi-Output Subnetworks and Data Augmentation Does not Harm Your Calibration. |
AICS |
2021 |
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| 1 | Zachary Dair, Ryan Donovan, Ruairi O'Reilly |
Linguistic and Gender Variation in Speech Emotion Recognition Using Spectral Features. |
AICS |
2021 |
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| 1 | Sharath Madhu Manjunath, Manju Gurjar, Neil O'Kane, Andrew McCarren, Leonardo Gualano |
Detection of Covid-19 From an Imbalanced Chest X-ray Image Data Set. |
AICS |
2021 |
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| 1 | Soumi Mitra, Nandhini Reddy Aileni, Irina Tal, Malika Bendechache |
Towards an Optimised Vehicle Detection Algorithm for Multi-Object Tracking in Traffic Surveillance. |
AICS |
2021 |
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| 1 | Boi Mai Quach, Cathal Gurrin, Graham Healy |
Sentiment Analysis: Using Detrended Fluctation Analysis of EEG Signals in Natural Reading. |
AICS |
2021 |
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| 1 | Andrés L. Suárez-Cetrulo, Ankit Kumar, Luis Miralles-Pechuán |
Modelling the COVID-19 Virus Evolution With Incremental Machine Learning. |
AICS |
2021 |
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| 1 | Badri Narayanan 0002, Mohamed Saadeldin, Paul Albert, Kevin McGuinness, Noel E. O'Connor, Brian Mac Namee |
Adaptation of Compositional Data Analysis in Deep Learning to Predict Pasture Biomass Proportions. |
AICS |
2021 |
DBLP BibTeX RDF |
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| 1 | Vivek Mahato, Pádraig Cunningham |
Using Navigable Small Worlds to Speed Up Time-Series Classification. |
AICS |
2020 |
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| 1 | Bruno Ambrozio, Luca Longo, Lucas Rizzo |
LightGWAS: A Novel Machine Learning Procedure for Genome-Wide Association Study. |
AICS |
2020 |
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| 1 | Ciarán O' Mara, Eoghan Mulcahy, Pepijn van de Ven, John Nelson |
Streetseek - Understanding Public Space Engagement Using Deep Learning & Thermal Imaging. |
AICS |
2020 |
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| 1 | Edward Curry, Mark T. Keane, Adegboyega Ojo, Dhaval Salwala (eds.) |
Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, Galway, Ireland, December 5-6, 2019. |
AICS |
2020 |
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| 1 | Rudi Camilleri, Jeremy Debattista |
Demand Prediction for Shared Mobility Services using Time Series Modelling. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Davoud Shariat Panah, Andrew Hines, Susan McKeever |
Exploring Composite Dataset Biases for Heart Sound Classification. |
AICS |
2020 |
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| 1 | Preeti Jagdish Sajjan, Frank G. Glavin |
A Multi-class Approach - Building a Visual Classifier based on Textual Descriptions using Zero-Shot Learning. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Yuvraj Sharma, Robert Ross |
Less is More when Applying Transfer Learning to Multi-Spectral Data. |
AICS |
2020 |
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| 1 | Reenu Mohandas, Mangolika Bhattacharya, Mihai Penica, Karl Van Camp, Martin J. Hayes |
TensorFlow Enabled Deep Learning Model Optimization for enhanced Realtime Person Detection using Raspberry Pi operating at the Edge. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Oluwadurotimi Onibonoje, Kevin Djoussa, Mark Roantree |
Analysis of Machine Learning Methods for Predicting Stock Prices. |
AICS |
2020 |
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| 1 | Andrew Hynes, Elena P. Sapozhnikova, Ivana Dusparic |
Optimising PID Control with Residual Policy Reinforcement Learning. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Dineshraj Gunasekaran, Gautham Venkatraj, Eoin Brophy, Tomás Ward |
Improved Speech Synthesis using Generative Adversarial Networks. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Vinaysheel K. Wagh, Pramod Pathak, Paul Stynes, Luis G. Nardin |
An Evacuation Route Model for Disaster Affected Areas. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Ryan Donovan, Aoife Johnson, Ruairi O'Reilly |
Differentiation in Personality Emotion Mappings From Self Reported Emotion and Automatically Classified Emotion. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Raghvendra Pratap Singh, Rejwanul Haque, Mohammed Hasanuzzaman, Andy Way |
Identifying Complaints from Product Reviews: A Case Study on Hindi. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Luca Longo, Lucas Rizzo, Elizabeth Hunter, Arjun Pakrashi (eds.) |
Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin, Republic of Ireland, December 7-8, 2020. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Giulia Vilone, Lucas Rizzo, Luca Longo |
A comparative analysis of rule-based, model-agnostic methods for explainable artificial intelligence. |
AICS |
2020 |
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| 1 | Simranjeet Singh, Rajneesh Sharma, Alan F. Smeaton |
Using GANs to Synthesise Minimum Training Data for Deepfake Generation. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Filipe Souza, Diarmuid Grimes |
Combining Local Search and Genetic Algorithm for Two-Dimensional Guillotine Bin Packing Problems with partial sequence constraint. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Akanksha Rajpute, Tejal Nijai, Graham Healy |
An Investigation of Transfer Learning for a Lifelog Dataset. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | David Kilroy, Simon Caton, Graham Healy |
Finding Short Lived Events on Social Media. |
AICS |
2020 |
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| 1 | Mani Vegupatti, Matthias Nickles, Bharathi Raja Chakravarthi |
Simple Question Answering Over a Domain-Specific Knowledge Graph using BERT by Transfer Learning. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Eoghan Cunningham, Derek Greene |
Active Learning for the Text Classification of Rock Climbing Logbook Data. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Manhar Walia, Brendan Tierney, Susan McKeever |
Synthesising Tabular Data using Wasserstein Conditional GANs with Gradient Penalty (WCGAN-GP). |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Lucas Rizzo, Pierpaolo Dondio, Luca Longo |
Exploring the potential of defeasible argumentation for quantitative inferences in real-world contexts: An assessment of computational trust. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Séamus Lankford, Diarmuid Grimes |
Neural Architecture Search using Particle Swarm and Ant Colony Optimization. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Kris McGlinn, Declan O'Sullivan, Christophe Debruyne, Eamonn Clinton, Rob Brennan |
Geoff: A Linked Data Vocabulary for Describing the Form and Function of Spatial Objects. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly |
Incorporating Explainable Artificial Intelligence (XAI) to aid the Understanding of Machine Learning in the Healthcare Domain. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Suchana Datta, Derek Greene, Debasis Ganguly, Dwaipayan Roy 0001, Mandar Mitra |
Where's the Why? In Search of Chains of Causes for Query Events. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Labhaoise NíFhaoláin, Andrew Hines, Vivek Nallur |
Assessing the Appetite for Trustworthiness and the Regulation of Artificial Intelligence in Europe. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Alysha Higgins |
Intentional Forgetting: Investigating Interpretations and Future Potentials of Cognitive Control. |
AICS |
2020 |
DBLP BibTeX RDF |
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| 1 | Jim Sigailov-Lanfranchi |
Impact of Different Levels of Difficulty on Immersion in Video Games. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | John Mitros, Brian Mac Namee |
On the Validity of Bayesian Neural Networks for Uncertainty Estimation. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Bharath Sudharsan, Peter Corcoran 0001, Muhammad Intizar Ali |
Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction Capability. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Dominika Tkaczyk, Andrew Collins 0002, Joeran Beel |
NaïveRole: Author-Contribution Extraction and Parsing from Biomedical Manuscripts. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Muhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter M. Corcoran |
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Breandán Kerin, Annalina Caputo, Séamus Lawless |
Temporal Word Embeddings for Dynamic User Profiling in Twitter. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Sean Quinlan, Haithem Afli, Ruairi O'Reilly |
A Comparative Analysis of Classification Techniques for Cervical Cancer Utilising At Risk Factors and Screening Test Results. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Agustín García Pereira, Lukasz Porwol, Adegboyega Ojo, Edward Curry |
Towards a Temporal Deep Learning Model to Support Sustainable Agricultural Practices. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Maraim Masoud, Daniel Torregrosa, Paul Buitelaar, Mihael Arcan |
Back-translation Approach for Code-switching Machine Translation: A Case Study. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | 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. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Ramneesh Vaidyambath, Jeremy Debattista, Neha Srivatsa, Rob Brennan |
An Intelligent Linked Data Quality Dashboard. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | David Browne, Michael Giering, Steve Prestwich |
Deep Learning Human Activity Recognition. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Alina Zhiltsova, Simon Caton, Catherine Mulway |
Mitigation of Unintended Biases against Non-Native English Texts in Sentiment Analysis. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Heiko Paulheim |
Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph Block. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Girija Shingte, Mathieu d'Aquin |
Unsupervised Learning Approach for Identifying Sub-genres in Music Scores. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Eoghan Keany, James McDermott |
Investigating Company Logo Memorability with Convolutional Neural Embedding Models. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Andrei Lima Queiroz, Susan McKeever, Brian Keegan |
Detecting Hacker Threats: Performance of Word and Sentence Embedding Models in Identifying Hacker Communications. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Mark Grennan, Martin Schibel, Andrew Collins 0002, Joeran Beel |
GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation Parsing. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Paulo Lissa, Dayanne Peretti, Michael Schukat, Enda Barrett, Federico Seri, Marcus Keane |
Machine Learning Methods Applied to Building Energy Production and Consumption Prediction. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Benjamin Barry, Martin Crane |
Analysis of Cryptocurrency Commodities with Motifs and LSTM. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Abubakr Siddig, Andrew Hines |
A Psychologist Chatbot Developing Experience. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Sai Krishna Lakshminarayanan, John P. McCrae |
A Comparative Study of SVM and LSTM Deep Learning Algorithms for Stock Market Prediction. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Marc Mellotte, Conor Hayes |
An Evaluation of the Impact of Training Data Locality on the Effectiveness of Knowledge Graph Embeddings Models. |
AICS |
2019 |
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| 1 | 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. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Jack Hickey, Ruairi O'Reilly |
Enabling Multi-Party Consensual Data Exchange Through Blockchain. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Conor O'Sullivan, Joeran Beel |
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Barak A. Pearlmutter |
Automatic Differentiation and Ubiquitous Adaptive Computing. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Elayne Ruane, Abeba Birhane, Anthony Ventresque |
Conversational AI: Social and Ethical Considerations. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Jamie O'Halloran, Edward Curry |
A Comparison of Deep Learning Models in Human Activity Recognition and Behavioural Prediction on the MHEALTH Dataset. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Junli Liang, Yalemisew M. Abgaz, Rob Brennan |
A Framework for Generating Aviation Risk Information Mobile User Interfaces from Knowledge Graphs. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | P. Nisha, Urja Pawar, Ruairi O'Reilly |
Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological Data. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Andrea Yáñez, Conor Hayes, Frank G. Glavin |
Towards the Control of Epidemic Spread: Designing Reinforcement Learning Environments. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Abubakr Siddig, Pheobe Wenyi Sun, Matthew Parker, Andrew Hines |
Perception Deception: Audio-Visual Mismatch in Virtual Reality Using The McGurk Effect. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Malgorzata Gutowska, Michael Scriney, Andrew McCarren |
Identifying Extra-terrestrial Intelligence Using Machine Learning. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Nicholas Bonello, Joeran Beel, Séamus Lawless, Jeremy Debattista |
Multi-stream Data Analytics for Enhanced Performance Prediction in Fantasy Football. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Arshdeep Kaur, Bojan Bozic |
Convolutional Neural Network-based Automatic Prediction of Judgments of the European Court of Human Rights. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Eoghan Cunningham, Oisín Boydell, Cormac Doherty, Benjamin Roques, Quan Le |
Using Text Classification Methods to Detect Malware. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Jinghui Lu, Maeve Henchion, Brian Mac Namee |
A Topic-Based Approach to Multiple Corpus Comparison. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | John O'Grady, Paula Roberts |
The Digital Transformation of Irish Non-Profit Organisations. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Nivranshu Pasricha, Conor Hayes |
Detecting Bot Behaviour in Social Media using Digital DNA Compression. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Snehal Bhatia, Rozenn Dahyot |
Using WGAN for Improving Imbalanced Classification Performance. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Abdul Wahid, Muhammad Intizar Ali |
Deconvolutional Pixel Layer Model for Road segmentation without Human Assistance. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Gaurav Kumar, Urja Pawar, Ruairi O'Reilly |
Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron Network. |
AICS |
2019 |
DBLP BibTeX RDF |
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| 1 | Fionn Delahunty, Ian D. Wood, Mihael Arcan |
First Insights on a Passive Major Depressive Disorder Prediction System with Incorporated Conversational Chatbot. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Nuala Walsh, Suzanne Egan |
Things Could Have Been Worse - The Counterfactual Nature of Gratitude. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Jeancarlo Arguello Calvo, Ivana Dusparic |
Heterogeneous Multi-Agent Deep Reinforcement Learning for Traffic Lights Control. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Lucas Rizzo, Luca Longo |
A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Yves Sohege, Gregory M. Provan |
On-line Reinforcement Learning for Trajectory Following with Unknown Faults. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Alessia Antelmi, Josephine Griffith, Karen Young |
Towards a More Systematic Analysis of Twitter Data: A Framework for the Analysis of Twitter Communities. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Niamh Donnelly, Conor Nugent, Brian Mac Namee |
Identifying Urban Canopy Coverage from Satellite Imagery Using Convolutional Neural Networks. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Mark Collier, Jöran Beel |
An Empirical Comparison of Syllabuses for Curriculum Learning. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Mourtadha Badiane, Martin O'Reilly 0001, Padraig Cunningham |
Kernel Methods for Time Series Classification and Regression. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Maurice Saliba, Charlie Abela, Colin Layfield |
Vehicular Traffic Flow Intensity Detection and Prediction Through Mobile Data Usage. |
AICS |
2018 |
DBLP BibTeX RDF |
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| 1 | Alessandro Ragano, Andrew Hines |
Exploring a Perceptually-Weighted DNN-based Fusion Model for Speech Separation. |
AICS |
2018 |
DBLP BibTeX RDF |
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