Barry Smyth | Scholar Profiles and Rankings

Publications and Citation History

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A Hybrid Decentralised Learning Topology for Recommendations with Improved Privacy (conference) Morgan, Diarmuid O'Reilly \| Tragos, Elias \| Geraci, James \| Wang, Qinqin \| Hurley, Neil \| Smyth, Barry \| Lawlor, Aonghus EuroSys '24: Nineteenth European Conference on Computer Systems (2024) Athens Greece 10.1145/3642970.3655841 Cite \| Source
Benefits of Human-AI Interaction for Expert Users Interacting with Prediction Models: a Study on Marathon Running (conference) Muijlwijk, Heleen \| Willemsen, Martijn C. \| Smyth, Barry \| IJsselsteijn, Wijnand A. IUI '24: 29th International Conference on Intelligent User Interfaces (2024) Greenville SC USA 10.1145/3640543.3645205 Cite \| Source
A Case-Based Reasoning Approach to Post-injury Training Recommendations for Marathon Runners (book chapter) In Case-Based Reasoning Research and Development Feely, Ciara \| Caulfield, Brian \| Lawlor, Aonghus \| Smyth, Barry Springer Nature Switzerland (2024) 10.1007/978-3-031-63646-2_22 Cite \| Source
Visual Module Exploration: A Live-User Evaluation (journal article) Hagemann, Nina \| O’Mahony, Michael P. \| Smyth, Barry KI - Künstliche Intelligenz, volume 37, issue 2-4, pages 213-225 (2023). 10.1007/s13218-023-00800-1 Cited by (1) \| Cite \| Source
Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework (conference) Tragos, Elias \| O'Reilly-Morgan, Diarmuid \| Geraci, James \| Shi, Bichen \| Smyth, Barry \| Doherty, Cailbhe \| Lawlor, Aonghus \| Hurley, Neil Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/692 Cited by (1) \| Cite \| Source
Modelling the Training Practices of Recreational Marathon Runners to Make Personalised Training Recommendations (conference) Feely, Ciara \| Caulfield, Brian \| Lawlor, Aonghus \| Smyth, Barry UMAP '23: 31st ACM Conference on User Modeling, Adaptation and Personalization (2023) Limassol Cyprus 10.1145/3565472.3592952 Cited by (3) \| Cite \| Source
Estimating the cost of training disruptions on marathon performance (journal article) Feely, Ciara \| Smyth, Barry \| Caulfield, Brian \| Lawlor, Aonghus Frontiers in Sports and Active Living, volume 4 (2023). 10.3389/fspor.2022.1096124 Cited by (2) \| Cite \| Source
A Machine Learning Approach to Industry Classification in Financial Markets (book chapter) In Artificial Intelligence and Cognitive Science Dolphin, Rian \| Smyth, Barry \| Dong, Ruihai Springer Nature Switzerland (2023) 10.1007/978-3-031-26438-2_7 Cited by (3) \| Cite \| Source
A Case-Based Reasoning Approach to Company Sector Classification Using a Novel Time-Series Case Representation (book chapter) In Case-Based Reasoning Research and Development Dolphin, Rian \| Smyth, Barry \| Dong, Ruihai Springer Nature Switzerland (2023) 10.1007/978-3-031-40177-0_24 Cite \| Source
Stock Embeddings: Representation Learning for Financial Time Series (conference) Dolphin, Rian \| Smyth, Barry \| Dong, Ruihai ITISE 2023 (2023) 10.3390/engproc2023039030 Cite \| Source
Item Graph Convolution Collaborative Filtering for Inductive Recommendations (book chapter) In Advances in Information Retrieval D’Amico, Edoardo \| Muhammad, Khalil \| Tragos, Elias \| Smyth, Barry \| Hurley, Neil \| Lawlor, Aonghus Springer Nature Switzerland (2023) 10.1007/978-3-031-28244-7_16 Cited by (3) \| Cite \| Source
Author multidisciplinarity and disciplinary roles in field of study networks (journal article) Cunningham, Eoghan \| Smyth, Barry \| Greene, Derek Applied Network Science, volume 7, issue 1 (2022). 10.1007/s41109-022-00517-4 Cited by (1) \| Cite \| Source
Recommendations for marathon runners: on the application of recommender systems and machine learning to support recreational marathon runners (journal article) Smyth, Barry \| Lawlor, Aonghus \| Berndsen, Jakim \| Feely, Ciara User Modeling and User-Adapted Interaction, volume 32, issue 5, pages 787-838 (2022). 10.1007/s11257-021-09299-3 Cited by (11) \| Cite \| Source
Decoupling of Internal and External Workload During a Marathon: An Analysis of Durability in 82,303 Recreational Runners (journal article) Smyth, Barry \| Maunder, Ed \| Meyler, Samuel \| Hunter, Ben \| Muniz-Pumares, Daniel Sports Medicine, volume 52, issue 9, pages 2283-2295 (2022). 10.1007/s40279-022-01680-5 Cited by (9) \| Cite \| Source
Entity-Enhanced Graph Convolutional Network for Accurate and Explainable Recommendation (conference) Wang, Qinqin \| Tragos, Elias \| Hurley, Neil \| Smyth, Barry \| Lawlor, Aonghus \| Dong, Ruihai UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization (2022) Barcelona Spain 10.1145/3503252.3531316 Cited by (2) \| Cite \| Source
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting (journal article) Yang, Linyi \| Li, Jiazheng \| Dong, Ruihai \| Zhang, Yue \| Smyth, Barry Proceedings of the AAAI Conference on Artificial Intelligence, volume 36, issue 10, pages 11604-11612 (2022). 10.1609/aaai.v36i10.21414 Cited by (6) \| Cite \| Source
The fading impact of lockdowns: A data analysis of the effectiveness of Covid-19 travel restrictions during different pandemic phases (journal article) Smyth, Barry PLOS ONE, volume 17, issue 6, pages e0269774- (2022). 10.1371/journal.pone.0269774 Cited by (7) \| Cite \| Source
Algorithmic Bias and Fairness in Case-Based Reasoning (book chapter) In Case-Based Reasoning Research and Development Blanzeisky, William \| Smyth, Barry \| Cunningham, Pádraig Springer International Publishing (2022) 10.1007/978-3-031-14923-8_4 Cited by (2) \| Cite \| Source
“Better” Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI) (book chapter) In Case-Based Reasoning Research and Development Warren, Greta \| Smyth, Barry \| Keane, Mark T. Springer International Publishing (2022) 10.1007/978-3-031-14923-8_5 Cited by (9) \| Cite \| Source
Learning Domain-Independent Representations via Shared Weight Auto-Encoder for Transfer Learning in Recommender Systems (journal article) Wang, Qinqin \| Oreilly-Morgan, Diarmuid \| Tragos, Elias Z. \| Hurley, Neil \| Smyth, Barry \| Lawlor, Aonghus \| Dong, Ruihai IEEE Access, volume 10 (2022). 10.1109/ACCESS.2022.3188709 Cited by (1) \| Cite \| Source