Felipe Kenji Nakano

Online Extra Trees Regressor

Saulo Martiello Mastelini, Felipe Kenji Nakano, Celine Vens et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 71 citations · Full text

Engineering, Machine Learning, Online Ml Regression +19

Top-down strategies for hierarchical classification of transposable elements with neural networks

Felipe Kenji Nakano, Walter José G. S. Pinto, Gisele L. Pappa et al. · 2017 · 43 citations

Artificial Intelligence, Engineering, Machine Learning +21

Active learning for hierarchical multi-label classification

Felipe Kenji Nakano, Ricardo Cerri, Celine Vens · Data Mining and Knowledge Discovery · 2020 · 33 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Multi-Output Tree Chaining: An Interpretative Modelling and Lightweight Multi-Target Approach

Saulo Martiello Mastelini, Victor G. Turrisi da Costa, Everton J. Santana et al. · Journal of Signal Processing Systems · 2018 · 32 citations · Full text

Tree Language, Engineering, Decision Tree +10

Stacking Methods for Hierarchical Classification

Felipe Kenji Nakano, Saulo Martiello Mastelini, Sylvio Barbon et al. · 2017 · 27 citations

Engineering, Machine Learning, Protein Function Prediction +21