2023

Liu, Xiao, Mileo, Alessandra ORCID: 0000-0002-6614-6462 and Smeaton, Alan F. ORCID: 0000-0003-1028-8389 (2023) Defect classification in additive manufacturing using CNN-based vision processing. In: 25th Irish Machine Vision and Image Processing Conference, 30 Aug - 1 Sept 2023, Galway, Ireland.

2022

Liu, Xiao, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2022) An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer vision. In: 6th IEEE Workshop on Human-in-the-Loop Methods and Future of Work in BigData (IEEE HMData 2022), 17 Dec 2022, Osaka, Japan. ISBN 978-1-6654-8045-1

2021

Caputo, Annalina ORCID: 0000-0002-7144-8545, Vasiliu, Laurentiu, Cortis, Keith ORCID: 0000-0002-9748-0340, McDermott, Ross, Kerr, Aphra ORCID: 0000-0001-5445-7805, Peters, Arne ORCID: 0000-0002-0620-3154, Hesse, Marc ORCID: 0000-0002-9500-3284, Hagemeyer, Jens, Belpaeme, Tony ORCID: 0000-0001-5207-7745, McDonald, John, Villing, Rudi, Mileo, Alessandra ORCID: 0000-0002-6614-6462, Scriney, Michael ORCID: 0000-0001-6813-2630, Griffiths, Sascha ORCID: 0000-0003-2696-4855, Koumpis, Adamantios ORCID: 0000-0003-2661-7749 and Davis, Brian ORCID: 0000-0002-5759-2655 (2021) CASIE– Computing affect and social intelligence for healthcare in an ethical and trustworthy manner. Journal of Behavioral Robotics, 12 . pp. 437-453. ISSN 2080-9778

Quinn, Sean ORCID: 0000-0003-0807-1076, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) An experimental comparison of knowledge transfer algorithms in deep neural networks. In: Irish Machine Vision and Image Processing Conference (IMVIP), 1-3 Sept 2021, Dublin, Ireland. ISBN 978-0-9934207-6-4

Horta, Vitor A.C., Tiddi, Ilaria ORCID: 0000-0001-7116-9338, Little, Suzanne ORCID: 0000-0003-3281-3471 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2021) Extracting knowledge from deep neural networks through graph analysis. Future Generation Computer Systems, 120 . pp. 109-118. ISSN 0167-739X

2019

Horta, Vitor A.C. and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Towards explaining deep neural networks through graph analysis. In: International Conference on Database and Expert Systems Applications DEXA 2019, 26-20 Aug 2019, Linz, Austria. ISBN 978-3-030-27683-6

Quinn, Sean and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Towards architecture-agnostic neural transfer: a knowledge-enhanced approach. In: 28th International Joint Conference on Artificial Intelligence, 10 - 16 Aug 2019, Macao, China. ISBN 978-0-9992411-2-7

Le Pham, Thu, Ali, Muhammad Intizar ORCID: 0000-0002-0674-2131 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2019) Enhancing the scalability of expressive stream reasoning via input-driven parallelization. Semantic Web, 10 (3). pp. 457-474. ISSN 1570-0844

2018

Quinn, Sean and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2018) Injecting knowledge into deep neural networks. In: Irish Postgraduate Research Conference, 8-9 Nov 2018, Dublin, Ireland.

2017

Pham, Thu-Le, Mileo, Alessandra ORCID: 0000-0002-6614-6462 and Ali, Muhammad Intizar ORCID: 0000-0002-0674-2131 (2017) Towards scalable non-monotonic stream reasoning via input dependency analysis. In: 8th International Workshop on Data Engineering meets the Semantic Web (DESWeb), 19-22 Apr 2017, San Diego, USA.

Gao, Feng, Ali, Muhammad Intizar ORCID: 0000-0002-0674-2131, Curry, Edward and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2017) Automated discovery and integration of semantic urban data streams: the ACEIS middleware. Future Generation Computer Systems, 76 . pp. 561-581. ISSN 0167-739X

Pham, Thu-Le, Germano, Stefano, Mileo, Alessandra ORCID: 0000-0002-6614-6462, Kuemper, Daniel and Ali, Muhammad Intizar ORCID: 0000-0002-0674-2131 (2017) Automatic configuration of smart city applications for user-centric decision support. In: Workshop on IoT Infrastructures and Data Analytics for Smart Cities, 7-9 Mar 2017, Paris, France. ISBN 2472-8144

Mileo, Alessandra ORCID: 0000-0002-6614-6462, Dao-Tran, Minh, Eiter, Thomas and Fink, Michael (2017) Stream reasoning. In: Ozsu, M. Tamer and Liu, Ling, (eds.) Encyclopedia of Database Systems 2017. Encyclopedia of Database Systems, Volume . Springer-Verlag, New York, USA. ISBN 9781461482666

2014

Wang, Peng, Smeaton, Alan F. ORCID: 0000-0003-1028-8389 and Mileo, Alessandra ORCID: 0000-0002-6614-6462 (2014) Semantically enhancing multimedia lifelog events. In: Advances in Multimedia Information Processing – PCM 2014 - 15th Pacific-Rim Conference on Multimedia, 1-4 Dec 2014, Kuching, Malaysia,. ISBN 978-3-319-13168-9