Lindeberg Pessoa Leite's PhD page
Supervised by Teofilo E. de Campos and Felipe Campelo
Thesis and PhD viva
- Title: A Hierarchical Domain Adaptation Method in Neural Language Models
with Application to Taxonomy-Aware Linear B-cell Epitope Prediction
- PhD thesis
- The presentation and viva voce (defense) will be held using this MS Teams link , from 14:00 Brasilia time (17:00 UK), on 28 August 2025.
- Committee:
- Presentation slides and video, in Portuguese.
Qualification examination
Publications
- Lindeberg Pessoa Leite, Teófilo Emidio de Campos, Francisco Pereira Lobo, and Felipe Campelo.
Epitopetransfer: a phylogeny-aware transfer learning framework for taxon-specific linear B-cell epitope prediction.
bioRxiv, 2025 doi: 10.1101/2025.04.17.649425
- Patricia Medyna Lauritzen de Lucena Drumond, Lindeberg Pessoa Leite, Teofilo E. de Campos, and Fabricio Ataides
Braz.
LayoutQt - layout quadrant tags to embed visual features for document analysis
Engineering Applications of Artificial Intelligence, 122:106091, 2023. ISSN 0952-1976. doi: 10.1016/j.engappai.2023.106091
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Lindeberg Leite, Teófilo de Campos, Francisco Lobo, Felipe Campelo.
Taxon-specific linear B-cell epitope prediction with phylogeny-aware transfer learning.
International Conference on Intelligent Systems for Molecular Biology (ISMB/ECCB), Book of Abstracts, 2025.
doi: 10.60577/4140-24ot
- Book Chapter - Invited contribution to Artificial Neural Networks, 4th ed. (Methods in Molecular Biology series).
- Hierarchical Domain Adaptation - New article in preparation.
Teo de Campos
Last modified: 22 August 2025