| Fundamentals of machine learning for predictive data analytics: algorithms, worked examples, and case studies JD Kelleher, B Mac Namee, A D'arcy MIT press, 2020 | 1771 | 2020 |
| Deep learning JD Kelleher MIT press, 2019 | 820 | 2019 |
| Data Science JD Kelleher, B Tierney MIT Press, 2018 | 662* | 2018 |
| A U-Net deep learning framework for high performance vessel segmentation in patients with cerebrovascular disease M Livne, J Rieger, OU Aydin, AA Taha, EM Akay, T Kossen, J Sobesky, ... Frontiers in neuroscience 13, 97, 2019 | 318 | 2019 |
| Adaptive machine translation with large language models Y Moslem, R Haque, JD Kelleher, A Way arXiv preprint arXiv:2301.13294, 2023 | 257 | 2023 |
| Expectations of artificial intelligence and the performativity of ethics: Implications for communication governance A Kerr, M Barry, JD Kelleher Big Data & Society 7 (1), 2053951720915939, 2020 | 204 | 2020 |
| A taxonomy for agent-based models in human infectious disease epidemiology E Hunter, B Mac Namee, JD Kelleher Journal of Artificial Societies and Social Simulation 20 (3), 2017 | 196 | 2017 |
| An open-data-driven agent-based model to simulate infectious disease outbreaks E Hunter, B Mac Namee, J Kelleher PloS one 13 (12), e0208775, 2018 | 184* | 2018 |
| An Analysis of the Application of Simplified Silhouette to the Evaluation of k-means Clustering Validity F Wang, HH Franco-Penya, JD Kelleher, J Pugh, R Ross International Conference on Machine Learning and Data Mining in Pattern …, 2017 | 172 | 2017 |
| Applying computational models of spatial prepositions to visually situated dialog JD Kelleher, FJ Costello Computational Linguistics 35 (2), 271-306, 2009 | 122 | 2009 |
| Incremental generation of spatial referring expressions in situated dialog J Kelleher, GJM Kruijff Proceedings of the 21st international conference on computational …, 2006 | 122 | 2006 |
| The recruitment of passion and community in the service of capital: Community managers in the digital games industry A Kerr, JD Kelleher Critical studies in media communication 32 (3), 177-192, 2015 | 116 | 2015 |
| Dynamically structuring, updating and interrelating representations of visual and linguistic discourse context J Kelleher, F Costello, J Van Genabith Artificial Intelligence 167 (1-2), 62-102, 2005 | 79 | 2005 |
| Idiom Token Classification using Sentential Distributed Semantics GD Salton, RJ Ross, JD Kelleher Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 68 | 2016 |
| Mediating between qualitative and quantitative representations for task-orientated human-robot interaction. M Brenner, N Hawes, JD Kelleher, JL Wyatt Proceedings of the International Joint Conference on Artificial Intelligence …, 2007 | 65 | 2007 |
| A comparison of agent-based models and equation based models for infectious disease epidemiology E Hunter, B Mac Namee, JD Kelleher Technological University Dublin, 2018 | 64 | 2018 |
| Missing information, unresponsive authors, experimental flaws: The impossibility of assessing the reproducibility of previous human evaluations in NLP A Belz, C Thomson, E Reiter, G Abercrombie, JM Alonso-Moral, M Arvan, ... Proceedings of the Fourth Workshop on Insights from Negative Results in NLP …, 2023 | 58 | 2023 |
| Proximity in context: an empirically grounded computational model of proximity for processing topological spatial expressions JD Kelleher, GJM Kruijff, FJ Costello Proceedings of the 21st International Conference on Computational …, 2006 | 56 | 2006 |
| Information fusion for visual reference resolution in dynamic situated dialogue GJM Kruijff, JD Kelleher, N Hawes International Tutorial and Research Workshop on Perception and Interactive …, 2006 | 56 | 2006 |
| Examining the limits of predictability of human mobility V Kulkarni, A Mahalunkar, B Garbinato, JD Kelleher Entropy 21 (4), 432, 2019 | 51 | 2019 |
Brian Mac NameeUniversity College DublinVerified email at ucd.ie
