Deep Learning at the Shallow End: Malware Classification for Non-Domain Experts [Link], Quan Le, Oisin Boydell, Brian Mac Namee, Mark Scanlon, Digital Investigation, Volume 26, Number 1, Pages S118-S126, ISSN 1742-2876, July2018.
ROGER: An On-Line Flight Efficiency Monitoring System using ADS-B Data [Link], Shen Wang, Aditya Grover, Brian Mac Namee, Philip Plantholt, Javier López-Leonés, and Pablo Sánchez-Escalonilla, 19th IEEE International Conference on Mobile Data Management(MDM), Aalborg, Denmark, June 2018.
Evaluating citywide bus service reliability using noisy GPS data [Link], Shen Wang and Brian Mac Namee, 3rd IEEE International Smart Cities Conference (ISC2), Wuxi, China, September 2017.
Topic Stability over Noisy Sources [Link], J Su, D Greene, O Boydell, Proceedings of the 2nd Workshop on Noisy User-generated Text (W-NUT), Osaka, Japan, December 2016.
TopicListener: Observing Key Topics from Multi-Channel Speech Audio Streams [Link], J Su, O Boydell, Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications (BigDataService 2016), Oxford, UK, March 2016.
Predicting cognitive load levels from speech data [Link] J Su, S Luz, Proceedings of the International Conference on Non-Linear Speech Processing (NOLISP 2015), Vietri sul Mare, Italy, May 2015.
A supervised learning approach towards profiling the preservation of authorial style in literary translations [Link] Lynch, Gerard, Proceedings 25th COLING (2014): 376-386.
High-Throughput, Web-Scale Data Stream Clustering, [Link] G Wu, O Boydell, P Cunningham, Proceedings of the 4th Workshop on Clickstream Data Mining (WSCD2014), New York, NY,2014
NudgeAlong: A Case Based Approach to Changing User Behaviour [Link] Eoghan O’Shea, Sarah Jane Delany, Rob Lane, Brian Mac Namee, Case-Based Reasoning Research and Development, Lecture Notes in Computer Science Volume 8765, 2014, pp 345-359