Cláudio Moisés Valiense de Andrade

On the class separability of contextual embeddings representations – or “The classifier does not matter when the (text) representation is so good!”

Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha et al. · Information Processing & Management · 2023 · 31 citations

Computing, Computer Science, Computational Linguistics +13

“Fixing the curse of the bad product descriptions” – Search-boosted tag recommendation for E-commerce products

Fabiano Belém, Rodrigo M. Silva, Cláudio Moisés Valiense de Andrade et al. · Information Processing & Management · 2020 · 25 citations

Computing, Data Science, Information Technology +16

Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers

Bruna Stella Zanotto, Ana Paula Beck da Silva Etges, Avner Dal Bosco et al. · JMIR Medical Informatics · 2021 · 14 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset

Bruno Barbosa Miranda de Paiva, Polianna Delfino-Pereira, Cláudio Moisés Valiense de Andrade et al. · Scientific Reports · 2023 · 11 citations · Full text

Computing, Data Science, Health Informatics +17