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ML-Labs SFI Centre for research training in ML
ML-Labs SFI Centre for research training in ML
Dublin City University, Technological University Dublin, University College Dublin
Verified email at ucd.ie - Homepage
Title
Cited by
Cited by
Year
Contrastive representation learning: A framework and review
PH Le-Khac, G Healy, AF Smeaton
Ieee Access 8, 193907-193934, 2020
607*2020
Explaining black-box classifiers using post-hoc explanations-by-example: The effect of explanations and error-rates in XAI user studies
EM Kenny, C Ford, M Quinn, MT Keane
Artificial Intelligence 294, 103459, 2021
1642021
A survey on the convergence of edge computing and AI for UAVs: Opportunities and challenges
P McEnroe, S Wang, M Liyanage
IEEE Internet of Things Journal 9 (17), 15435-15459, 2022
1572022
Financial cybercrime: A comprehensive survey of deep learning approaches to tackle the evolving financial crime landscape
J Nicholls, A Kuppa, NA Le-Khac
Ieee Access 9, 163965-163986, 2021
872021
Deep and densely connected networks for classification of diabetic retinopathy
H Riaz, J Park, H Choi, H Kim, J Kim
Diagnostics 10 (1), 24, 2020
672020
Exploring the efficacy of automatically generated counterfactuals for sentiment analysis
L Yang, J Li, P Cunningham, Y Zhang, B Smyth, R Dong
ACL, 2021
512021
ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos
Y Dahou, M Tliba, K McGuinness, N O’Connor
International Conference on Pattern Recognition, 305-320, 2021
432021
Improving unsupervised question answering via summarization-informed question generation
C Lyu, L Shang, Y Graham, J Foster, X Jiang, Q Liu
EMNLP, 2021
422021
Achieving reliable human assessment of open-domain dialogue systems
T Ji, Y Graham, GJF Jones, C Lyu, Q Liu
ACL, 2022
382022
Is neuro-symbolic ai meeting its promises in natural language processing? a structured review
K Hamilton, A Nayak, B Božić, L Longo
Semantic Web, 1-42, 2022
342022
A model-agnostic approach to quantifying the informativeness of explanation methods for time series classification
TT Nguyen, T Le Nguyen, G Ifrim
Advanced Analytics and Learning on Temporal Data: 5th ECML PKDD Workshop …, 2020
322020
Barriers to circular economy implementation in designing of sustainable medical waste management systems using a new extended decision-making and FMEA models
S Jafarzadeh Ghoushchi, A Memarpour Ghiaci, S Rahnamay Bonab, ...
Environmental Science and Pollution Research 29 (53), 79735-79753, 2022
302022
Using case-based reasoning to predict marathon performance and recommend tailored training plans
C Feely, B Caulfield, A Lawlor, B Smyth
Case-Based Reasoning Research and Development: 28th International Conference …, 2020
302020
Algorithmic factors influencing bias in machine learning
W Blanzeisky, P Cunningham
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
272021
Audio representations for deep learning in sound synthesis: A review
A Natsiou, S O’Leary
2021 IEEE/ACS 18th International Conference on Computer Systems and …, 2021
252021
Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset
A Janik, J Dodd, G Ifrim, K Sankaran, K Curran
Medical Imaging 2021: Image Processing 11596, 861-872, 2021
252021
Improving document-level sentiment analysis with user and product context
C Lyu, J Foster, Y Graham
COLING, 2020
232020
Evaluation of level-crossing ADCs for event-driven ECG classification
M Saeed, Q Wang, O Märtens, B Larras, A Frappé, B Cardiff, D John
IEEE Transactions on Biomedical Circuits and Systems 15 (6), 1129-1139, 2021
222021
Providing explainable race-time predictions and training plan recommendations to marathon runners
C Feely, B Caulfield, A Lawlor, B Smyth
Proceedings of the 14th ACM Conference on Recommender Systems, 539-544, 2020
202020
Random data augmentation based enhancement: a generalized enhancement approach for medical datasets
S Aleem, T Kumar, S Little, M Bendechache, R Brennan, K McGuinness
arXiv preprint arXiv:2210.00824, 2022
182022
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