Publicações

Aqui concentro minhas contribuições acadêmicas, pesquisas em bioinformática e projetos de engenharia de software e inteligência artificial.

📚 Publicações Acadêmicas

2026

• Multi-Level Deep Feature Fusion for Robust and Cross-Domain Transposable Element Classification
  Viera, Wellington de S.; Góes, Fabiana R.; Saito, Priscila T. M.; Bugatti, Pedro H.
  📍 Manuscrito aceito na 35th International Conference on Artificial Neural Networks (ICANN26).
  Código-Fonte / Software (GitHub)

• From Sequences to Images: Deep Feature Extraction for Transposable Element Classification
  Viera, Wellington de S.; Góes, Fabiana R.; Saito, Priscila T. M.; Bugatti, Pedro H.
  📍 Under review.
  Código-Fonte / Software (GitHub)

2024

• Exploring Convolutional Neural Networks and Active Learning for Transposable Element Classification
  Viera, Wellington de S.; Góes, Fabiana R.; Saito, Priscila T. M.; Bugatti, Pedro H.
  📍 The Paranaense Bioinformatics School (Novembro, 2024).
  DOI: 10.5281/zenodo.20549172

Citações BibTeX

Clique aqui para expandir as referências em BibTeX

@article{VieraW2026_Fusion,
  title   = {Multi-Level Deep Feature Fusion for Robust and Cross-Domain Transposable Element Classification},
  author  = {Viera, Wellington de Souza and Góes, Fabiana Rodrigues and Saito, Priscila Tiemi Maeda and Bugatti, Pedro Henrique},
  journal = {Accepted at 35th International Conference on Artificial Neural Networks (ICANN26)},
  year    = {2026}
}

@article{VieraW2026_Images,
  title   = {From Sequences to Images: Deep Feature Extraction for Transposable Element Classification},
  author  = {Viera, Wellington de Souza and Góes, Fabiana Rodrigues and Saito, Priscila Tiemi Maeda and Bugatti, Pedro Henrique},
  journal = {Under Review},
  year    = {2026}
}

@inproceedings{VieraW2024_CNN,
  title     = {Exploring Convolutional Neural Networks and Active Learning for Transposable Element Classification},
  author    = {Viera, Wellington de Souza and Góes, Fabiana Rodrigues and Saito, Priscila Tiemi Maeda and Bugatti, Pedro Henrique},
  booktitle = {The Paranaense Bioinformatics School},
  month     = {November},
  year      = {2024},
  doi       = {10.5281/zenodo.20549172}
}