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ORCIDAICS 2018: Dublin, Ireland
- Rob Brennan, Jöran Beel, Ruth Byrne, Jeremy Debattista, Ademar Crotti Junior:
Proceedings for the 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science Trinity College Dublin, Dublin, Ireland, December 6-7th, 2018. CEUR Workshop Proceedings 2259, CEUR-WS.org 2018
Full Papers
- Jeancarlo Arguello Calvo, Ivana Dusparic:
Heterogeneous Multi-Agent Deep Reinforcement Learning for Traffic Lights Control. 2-13 - Fred Cummins:
Comparing Joint Speech and Synchronous Speech: What Happens When We Add More Speakers? 14-20 - Alessandro Ragano, Andrew Hines:
Exploring a Perceptually-Weighted DNN-based Fusion Model for Speech Separation. 21-32 - Elizabeth Hunter, Brian Mac Namee, John D. Kelleher:
A Comparison of Agent-Based Models and Equation Based Models for Infectious Disease Epidemiology. 33-44 - Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié:
ADNet: A Deep Network for Detecting Adverts. 45-53 - Mourtadha Badiane, Martin O'Reilly, Padraig Cunningham:
Kernel Methods for Time Series Classification and Regression. 54-65 - Maurice Saliba, Charlie Abela, Colin Layfield:
Vehicular Traffic Flow Intensity Detection and Prediction Through Mobile Data Usage. 66-77 - Jöran Beel, Andrew Collins, Akiko Aizawa:
Mr. DLib's Architecture for Scholarly Recommendations-as-a-Service. 78-89 - Sahil Mathur, Declan O'Sullivan, Rob Brennan:
Milan: Automatic Generation of R2RML Mappings. 90-101 - Vivek Mahato, Martin O'Reilly, Padraig Cunningham:
A Comparison of k-NN Methods for Time Series Classification and Regression. 102-113 - Arjun Pakrashi, Elham Alghamdi, Brian Mac Namee, Derek Greene:
MeetupNet Dublin: Discovering Communities in Dublin's Meetup Network. 114-125 - Prashanth Viswanath, Ganesh Sistu, Mihai Ilie, Senthil Kumar Yogamani, Jonathan Horgan:
Early Fusion of Dense Optical Flow with Image for Semantic Segmentation in Autonomous Driving. 126-137 - Lucas Rizzo, Luca Longo:
A Qualitative Investigation of the Explainability of Defeasible Argumentation and Non-Monotonic Fuzzy Reasoning. 138-149 - Mark Collier, Jöran Beel:
An Empirical Comparison of Syllabuses for Curriculum Learning. 150-161 - Dominika Tkaczyk, Rohit Gupta, Riccardo Cinti, Jöran Beel:
ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers. 162-173 - Rahul Jaiswal, Andrew Hines:
The Sound of Silence: How Traditional and Deep Learning Based Voice Activity Detection Influences Speech Quality Monitoring. 174-185 - Tom Skehin, Martin Crane, Marija Bezbradica:
Day Ahead Forecasting of FAANG Stocks using ARIMA, LSTM Networks and Wavelet Decomposition. 186-197 - Obinna Izima, Ruairí de Fréin, Mark Davis:
Evaluating Load Adjusted Learning Strategies for Client Service Levels Prediction from Cloud-hosted Video Servers. 198-209 - Andrew Collins, Dominika Tkaczyk, Jöran Beel:
A Novel Approach to Recommendation Algorithm Selection using Meta-Learning. 210-219 - Cillian McHugh, Marek McGann, Eric Raymond Igou, Elaine Louise Kinsella:
Manipulating Moral Dumbfounding: Inhibiting the Identification of Reasons. 220-231 - Eoin Brophy, Zhengwei Wang, José Juan Dominguez Veiga, Alan F. Smeaton, Tomas E. Ward:
An Interpretable Machine Vision Approach to Human Activity Recognition using Photoplethysmograph Sensor Data. 232-243 - Eoghan Furey, Juanita Boyle:
She Just Doesn't Understand Me! Curing Alexa of her Alexithymia. 244-255
Student Papers
- Beatrice Kaloczy:
Agency Attribution and Temporal Binding. Towards a New Model of Time Perception. 256-266 - Chinmay Choudhary, Colm O'Riordan:
A Graph-Based Collective Linking Approach with Group Co-existence Strength. 267-278 - Stephen Lavery, Jeremy Debattista:
Leveraging Pharmacy Medical Records To Predict Diabetes Using A Random Forest & Artificial Neural Network. 279-290 - Yves Sohege, Gregory M. Provan:
On-line Reinforcement Learning for Trajectory Following with Unknown Faults. 291-302 - Alessia Antelmi, Josephine Griffith, Karen Young:
Towards a More Systematic Analysis of Twitter Data: A Framework for the Analysis of Twitter Communities. 303-314 - Niamh Donnelly, Conor Nugent, Brian Mac Namee:
Identifying Urban Canopy Coverage from Satellite Imagery Using Convolutional Neural Networks. 315-326 - Fionn Delahunty, Ian D. Wood, Mihael Arcan:
First Insights on a Passive Major Depressive Disorder Prediction System with Incorporated Conversational Chatbot. 327-338 - Nuala Walsh, Suzanne Egan:
Things Could Have Been Worse - The Counterfactual Nature of Gratitude. 339-349 - David Foley, Ruairi Oreilly:
An Evaluation of Convolutional Neural Network Models for Object Detection in Images on Low-End Devices. 350-361 - Mengya Zheng, Xingyu Pan, David Lillis:
CodEX: Source Code Plagiarism Detection Based on Abstract Syntax Tree. 362-373 - Ed Aboud, Darragh O'Brien:
Detection of Malicious VBA Macros using Machine Learning Methods. 374-385 - Joseph Timoney, Brian Davis, Adarsh Raj:
Nostalgic Sentiment Analysis of YouTube Comments for Chart Hits of the 20th Century. 386-395
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