Table of Contents

• Beyond DBpedia & YAGO - The New Kids on the Knowledge Graph BlockHeiko Paulheim. 1-2 [doi]
• Automatic Differentiation and Ubiquitous Adaptive ComputingBarak A. Pearlmutter. 3 [doi]
• NaïveRole: Author-Contribution Extraction and Parsing from Biomedical ManuscriptsDominika Tkaczyk, Andrew Collins, Joeran Beels. 4-15 [doi]
• Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning ApproachPhilip Martyn, Genevieve McPhilemy, Leila Nabulsi, Fiona Martyn, Colm McDonald, Dara M. Cannon, Michael Schukat. 16-27 [doi]
• Analysis of Cryptocurrency Commodities with Motifs and LSTMBenjamin Barry, Martin Crane. 28-39 [doi]
• Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal StagesMuhammad Ali Farooq, Asma Khatoon, Viktor Varkarakis, Peter M. Corcoran. 40-51 [doi]
• Unsupervised Learning Approach for Identifying Sub-genres in Music ScoresGirija Shingte, Mathieu d'Aquin. 52-63 [doi]
• A Topic-Based Approach to Multiple Corpus ComparisonJinghui Lu, Maeve Henchion, Brian Mac Namee. 64-75 [doi]
• Deep Learning Human Activity RecognitionDavid Browne, Michael Gierin, Steve Prestwich. 76-87 [doi]
• Deconvolutional Pixel Layer Model for Road segmentation without Human AssistanceAbdul Wahid, Muhammad Intizar Ali. 88-94 [doi]
• Using Text Classification Methods to Detect MalwareEoghan Cunningham, Oisín Boydell, Cormac Doherty, Benjamin Roques, Quan Le. 95-103 [doi]
• Conversational AI: Social and Ethical ConsiderationsElayne Ruane, Abeba Birhane, Anthony Ventresque. 104-115 [doi]
• Detecting Hacker Threats: Performance of Word and Sentence Embedding Models in Identifying Hacker CommunicationsAndrei Lima Queiroz, Susan McKeever, Brian Keegan. 116-127 [doi]
• Back-translation Approach for Code-switching Machine Translation: A Case StudyMaraim Masoud, Daniel Torregrosa, Paul Buitelaar, Mihael Arcan. 128-139 [doi]
• On the Validity of Bayesian Neural Networks for Uncertainty EstimationJohn Mitros, Brian Mac Namee. 140-151 [doi]
• Towards a Temporal Deep Learning Model to Support Sustainable Agricultural PracticesAgustín García Pereira, Lukasz Porwol, Adegboyega Ojo, Edward Curry. 152-163 [doi]
• Investigating Company Logo Memorability with Convolutional Neural Embedding ModelsEoghan Keany, James McDermott. 164-175 [doi]
• Perception Deception: Audio-Visual Mismatch in Virtual Reality Using The McGurk EffectAbubakr Siddig, Pheobe Wenyi Sun, Matthew Parker, Andrew Hines. 176-187 [doi]
• Towards the Control of Epidemic Spread: Designing Reinforcement Learning EnvironmentsAndrea Yáñez, Conor Hayes, Frank Glavin. 188-199 [doi]
• A Psychologist Chatbot Developing ExperienceAbubakr Siddig, Andrew Hines. 200-211 [doi]
• A Comparison of Deep Learning Models in Human Activity Recognition and Behavioural Prediction on the MHEALTH DatasetJamie O'Halloran, Edward Curry. 212-223 [doi]
• From VR-Participation Back to Reality - an AI&VR-driven Approach for Building Models for Effective Communication in e-ParticipationLukasz Porwol, Agustín García Pereira, Adegboyega Ojo. 224-235 [doi]
• Machine Learning Methods Applied to Building Energy Production and Consumption PredictionPaulo Lissa, Dayanne Peretti, Michael Schukat, Enda Barrett, Federico Seri, Marcus Keane. 236-247 [doi]
• Impact of Different Levels of Difficulty on Immersion in Video GamesJim Sigailov-Lanfranchi. 248-259 [doi]
• GIANT: The 1-Billion Annotated Synthetic Bibliographic-Reference-String Dataset for Deep Citation ParsingMark Grennan, Martin Schibel, Andrew Collins, Joeran Beel. 260-271 [doi]
• Predicting the Outcome of Judicial Decisions made by the European Court of Human RightsConor O'Sullivan, Joeran Beel. 272-283 [doi]
• Multi-stream Data Analytics for Enhanced Performance Prediction in Fantasy FootballNicholas Bonello, Joeran Beel, Séamus Lawless, Jeremy Debattista. 284-292 [doi]
• Identifying Extra-terrestrial Intelligence Using Machine LearningMalgorzata Gutowska, Michael Scriney, Andrew McCarren. 293-304 [doi]
• Smart Speaker Design and Implementation with Biometric Authentication and Advanced Voice Interaction CapabilityBharath Sudharsan, Peter Corcoran 0001, Muhammad Intizar Ali. 305-316 [doi]
• Mitigation of Unintended Biases against Non-Native English Texts in Sentiment AnalysisAlina Zhiltsova, Simon Caton, Catherine Mulway. 317-328 [doi]
• A Framework for Generating Aviation Risk Information Mobile User Interfaces from Knowledge GraphsJunli Liang, Yalemisew M. Abgaz, Rob Brennan. 329-340 [doi]
• An Intelligent Linked Data Quality DashboardRamneesh Vaidyambath, Jeremy Debattista, Neha Srivatsa, Rob Brennan. 341-352 [doi]
• Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron NetworkGaurav Kumar, Urja Pawar, Ruairi O'Reilly. 353-364 [doi]
• Using WGAN for Improving Imbalanced Classification PerformanceSnehal Bhatia, Rozenn Dahyot. 365-375 [doi]
• Detecting Bot Behaviour in Social Media using Digital DNA CompressionNivranshu Pasricha, Conor Hayes. 376-387 [doi]
• The Digital Transformation of Irish Non-Profit OrganisationsJohn O'Grady, Paula Roberts. 388-399 [doi]
• A Comparative Analysis of Classification Techniques for Cervical Cancer Utilising At Risk Factors and Screening Test ResultsSean Quinlan, Haithem Afli, Ruairi O'Reilly. 400-411 [doi]
• An Evaluation of the Impact of Training Data Locality on the Effectiveness of Knowledge Graph Embeddings ModelsMarc Mellotte, Conor Hayes. 412-423 [doi]
• Enabling Multi-Party Consensual Data Exchange Through BlockchainJack Hickey, Ruairi O'Reilly. 424-433 [doi]
• Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological DataP. Nisha, Urja Pawar, Ruairi O'Reilly. 434-445 [doi]
• A Comparative Study of SVM and LSTM Deep Learning Algorithms for Stock Market PredictionSai Krishna Lakshminarayanan, John McCrae. 446-457 [doi]
• Convolutional Neural Network-based Automatic Prediction of Judgments of the European Court of Human RightsArshdeep Kaur, Bojan Bozic. 458-469 [doi]
• Temporal Word Embeddings for Dynamic User Profiling in TwitterBreandán Kerin, Annalina Caputo, Séamus Lawless. 470-479 [doi]