Nikolaos Mylonas

Nikolaos Mylonas

Aristotle University of Thessaloniki - Thessaloniki / Greece
Engineering & Technology / Computer Science
AD Scientific Index ID: 5317527
Αριστοτελείου Πανεπιστημίου Θεσσαλονίκης
person_outline Nikolaos Mylonas's MOST POPULAR ARTICLES
1-) Zero-Shot Classification of Biomedical Articles with Emerging MeSH DescriptorsN Mylonas, S Karlos, G Tsoumakas11th Hellenic Conference on Artificial Intelligence, 175-184, 2020102020
2-) An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classificationN Mylonas, I Mollas, G TsoumakasData Mining and Knowledge Discovery 38 (1), 128-153, 202482024
3-) Local multi-label explanations for random forestN Mylonas, I Mollas, N Bassiliades, G TsoumakasJoint European Conference on Machine Learning and Knowledge Discovery in …, 202262022
4-) A multi-instance multi-label weakly supervised approach for dealing with emerging MeSH descriptorsN Mylonas, S Karlos, G TsoumakasInternational Conference on Artificial Intelligence in Medicine, 397-407, 202132021
5-) Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability StudyH Raja, A Munawar, N Mylonas, M Delsoz, Y Madadi, M Elahi, A Hassan, ...JMIR Formative Research 8 (1), e52462, 202422024