Nikolaos Mylonas
Aristotle University of Thessaloniki(GR)
Publications by Year
Research Areas
Topic Modeling, Machine Learning and Data Classification, Text and Document Classification Technologies, Biomedical Text Mining and Ontologies, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → The Future of Digital Agriculture: Technologies and Opportunities(2020)135 cited
- → Improving weeds identification with a repository of agricultural pre-trained deep neural networks(2020)76 cited
- → Field assessment of a pulse width modulation (PWM) spray system applying different spray volumes: duty cycle and forward speed effects on vines spray coverage(2021)67 cited
- → Monitoring of free-range rabbits using aerial thermal imaging(2021)27 cited
- → Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study(2024)14 cited
- → Local Multi-label Explanations for Random Forest(2023)12 cited
- → An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification(2023)12 cited
- → Zero-Shot Classification of Biomedical Articles with Emerging MeSH Descriptors(2020)8 cited
- → Exploring local interpretability in dimensionality reduction: Analysis and use cases(2024)6 cited
- → WeakMeSH: Leveraging provenance information for weakly supervised classification of biomedical articles with emerging MeSH descriptors(2023)4 cited