Nikolaos Mylonas

Orcid: 0000-0002-5733-543X

According to our database1, Nikolaos Mylonas authored at least 13 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification.
Data Min. Knowl. Discov., January, 2024

2023
WeakMeSH: Leveraging provenance information for weakly supervised classification of biomedical articles with emerging MeSH descriptors.
Artif. Intell. Medicine, March, 2023

On the Persistence of Multilabel Learning, Its Recent Trends, and Its Open Issues.
IEEE Intell. Syst., 2023

Local Interpretability of Random Forests for Multi-Target Regression.
CoRR, 2023

Text classification is keyphrase explainable! Exploring local interpretability of transformer models with keyphrase extraction.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Beyond Annual Revisions: A Multi-Label Concept Drift Analysis of MeSH.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022
Improving Attention-Based Interpretability of Text Classification Transformers.
CoRR, 2022

Local Multi-label Explanations for Random Forest.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021
Instance-Based Zero-Shot learning for semi-Automatic MeSH indexing.
Pattern Recognit. Lett., 2021

A Multi-instance Multi-label Weakly Supervised Approach for Dealing with Emerging MeSH Descriptors.
Proceedings of the Artificial Intelligence in Medicine, 2021

2020
The Future of Digital Agriculture: Technologies and Opportunities.
IT Prof., 2020

Improving weeds identification with a repository of agricultural pre-trained deep neural networks.
Comput. Electron. Agric., 2020

Zero-Shot Classification of Biomedical Articles with Emerging MeSH Descriptors.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020


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