Mark T. Keane

ScholarGPS® ID: 23646697211079

Affiliation

University College Dublin, Dublin, Ireland

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

139

Predicted Citations

4,311

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Categorical and Continuous Features in Counterfactual Explanations of AI Systems (journal article) Warren, Greta \| Byrne, Ruth M.J. \| Keane, Mark T. ACM Transactions on Interactive Intelligent Systems (2024). 10.1145/3673907 Cite \| Source
A Hybrid Model that Combines Machine Learning and Mechanistic Models for Useful Grass Growth Prediction (journal article) Kenny, Eoin M. \| Ruelle, Elodie \| Keane, Mark T. \| Shalloo, Laurence Computers and Electronics in Agriculture, volume 219 (2024). 10.1016/j.compag.2024.108805 Cite \| Source
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ (Abstract Reprint) (journal article) Delaney, Eoin \| Pakrashi, Arjun \| Greene, Derek \| Keane, Mark T. Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 20, pages 22696-22696 (2024). 10.1609/aaai.v38i20.30596 Cite \| Source
Explaining Multiple Instances Counterfactually:User Tests of Group-Counterfactuals for XAI (book chapter) In Case-Based Reasoning Research and Development Warren, Greta \| Delaney, Eoin \| Guéret, Christophe \| Keane, Mark T. Springer Nature Switzerland (2024) 10.1007/978-3-031-63646-2_14 Cite \| Source
Even-Ifs from If-Onlys: Are the Best Semi-factual Explanations Found Using Counterfactuals as Guides? (book chapter) In Case-Based Reasoning Research and Development Aryal, Saugat \| Keane, Mark T. Springer Nature Switzerland (2024) 10.1007/978-3-031-63646-2_3 Cite \| Source
Counterfactual explanations for misclassified images: How human and machine explanations differ (journal article) Delaney, Eoin \| Pakrashi, Arjun \| Greene, Derek \| Keane, Mark T. Artificial Intelligence, volume 324 (2023). 10.1016/j.artint.2023.103995 Cited by (4) \| Cite \| Source
Even If Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI (conference) Aryal, Saugat \| Keane, Mark T. Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/732 Cited by (2) \| Cite \| Source
Advancing Post-Hoc Case-Based Explanation with Feature Highlighting (conference) Kenny, Eoin M. \| Delaney, Eoin \| Keane, Mark T. Thirty-Second International Joint Conference on Artificial Intelligence {IJCAI-23} (2023) Macau, SAR China 10.24963/ijcai.2023/48 Cite \| Source
Early detection of subclinical mastitis in lactating dairy cows using cow-level features (journal article) Pakrashi, A. \| Ryan, C. \| Guéret, C. \| Berry, D.P. \| Corcoran, M. \| Keane, M.T. \| Mac Namee, B. Journal of Dairy Science, volume 106, issue 7, pages 4978-4990 (2023). 10.3168/jds.2022-22803 Cited by (6) \| Cite \| Source
Categorical and Continuous Features in Counterfactual Explanations of AI Systems (conference) Warren, Greta \| Byrne, Ruth M. J. \| Keane, Mark T. IUI '23: 28th International Conference on Intelligent User Interfaces (2023) Sydney NSW Australia 10.1145/3581641.3584090 Cited by (8) \| Cite \| Source
Explaining Classifications to Non-experts: An XAI User Study of Post-Hoc Explanations for a Classifier When People Lack Expertise (book chapter) In Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges Ford, Courtney \| Keane, Mark T. Springer Nature Switzerland (2023) 10.1007/978-3-031-37731-0_15 Cited by (1) \| Cite \| Source
User tests & techniques for the post-hoc explanation of deep learning (book chapter) In Explainable Deep Learning AI Delaney, Eoin \| Kenny, Eoin M. \| Greene, Derek \| Keane, Mark T. Elsevier (2023) 10.1016/B978-0-32-396098-4.00019-3 Cite \| Source
People's reports of unexpected events for everyday scenarios: Over 1000 textual responses, human-labelled for valence/sentiment, controllability and topic category (journal article) Quinn, Molly S. \| Ford, Courtney \| Keane, Mark T. Data in Brief, volume 44 (2022). 10.1016/j.dib.2022.108545 Cite \| Source
Solving the class imbalance problem using a counterfactual method for data augmentation (journal article) Temraz, Mohammed \| Keane, Mark T. Machine Learning with Applications, volume 9 (2022). 10.1016/j.mlwa.2022.100375 Cited by (29) \| Cite \| Source
Factors affecting “expectations of the unexpected”: The impact of controllability & valence on unexpected outcomes (journal article) Quinn, Molly S. \| Keane, Mark T. Cognition, volume 225 (2022). 10.1016/j.cognition.2022.105142 Cited by (2) \| Cite \| Source
Counterfactual Explanations for Prediction and Diagnosis in XAI (conference) Dai, Xinyue \| Keane, Mark T. \| Shalloo, Laurence \| Ruelle, Elodie \| Byrne, Ruth M.J. AIES '22: AAAI/ACM Conference on AI, Ethics, and Society (2022) Oxford United Kingdom 10.1145/3514094.3534144 Cited by (16) \| Cite \| Source
Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data (journal article) Riaboff, L. \| Shalloo, L. \| Smeaton, A.F. \| Couvreur, S. \| Madouasse, A. \| Keane, M.T. Computers and Electronics in Agriculture, volume 192 (2022). 10.1016/j.compag.2021.106610 Cited by (72) \| Cite \| Source
Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI (book chapter) In Case-Based Reasoning Research and Development Delaney, Eoin \| Greene, Derek \| Shalloo, Laurence \| Lynch, Michael \| Keane, Mark T. Springer International Publishing (2022) 10.1007/978-3-031-14923-8_24 Cited by (5) \| Cite \| Source
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations (book chapter) In Case-Based Reasoning Research and Development Smyth, Barry \| Keane, Mark T. Springer International Publishing (2022) 10.1007/978-3-031-14923-8_2 Cited by (11) \| Cite \| Source
Case-Based Reasoning Research and Development (book) Springer International Publishing (2022) 10.1007/978-3-031-14923-8 Cite \| Source