Ricards Marcinkevics
Orcid: 0000-0001-8901-5062
According to our database1,
Ricards Marcinkevics
authored at least 17 papers
between 2019 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
2019
2020
2021
2022
2023
2024
0
1
2
3
4
5
1
2
1
1
1
1
2
1
2
3
1
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis.
Medical Image Anal., January, 2024
Explore, Support, and Interact: Scaling Interpretable and Explainable Machine Learning up to Realities of Biomedical Data.
PhD thesis, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Interpretable and explainable machine learning: A methods-centric overview with concrete examples.
WIREs Data. Mining. Knowl. Discov., 2023
Breathing New Life into COPD Assessment: Multisensory Home-monitoring for Predicting Severity.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
2022
CoRR, 2022
Proceedings of the Machine Learning for Healthcare Conference, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Exploring Relationships between Cerebral and Peripheral Biosignals with Neural Networks.
Proceedings of the IEEE International Conference on Digital Health, 2021
2020
Self-supervised Disentanglement of Modality-Specific and Shared Factors Improves Multimodal Generative Models.
Proceedings of the Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28, 2020
2019
Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm.
CoRR, 2019