Danilo Medeiros Eler

From explanations to feature selection: assessing SHAP values as feature selection mechanism

Wilson E. Marcílio-Jr, Danilo Medeiros Eler · 2020 · 420 citations

Artificial Intelligence, Engineering, Machine Learning +19

Piece wise Laplacian‐based Projection for Interactive Data Exploration and Organization

Fernando V. Paulovich, Danilo Medeiros Eler, Jorge Poco et al. · Computer Graphics Forum · 2011 · 91 citations

Projection Map, Projection Process, Interactive Visualization +15

Visual analysis of image collections

Danilo Medeiros Eler, Marcel Y. Nakazaki, Fernando V. Paulovich et al. · The Visual Computer · 2009 · 52 citations

Image Analysis, Engineering, Data Science +4

Analysis of Document Pre-Processing Effects in Text and Opinion Mining

Danilo Medeiros Eler, Denilson Grosa, Ives Renê Venturini Pola et al. · Information · 2018 · 40 citations · Full text

Engineering, Textual Information, Corpus Linguistics +21

Explaining dimensionality reduction results using Shapley values

Wilson E. Marcílio-Jr, Danilo Medeiros Eler · Expert Systems with Applications · 2021 · 39 citations · Full text

Engineering, Data Science, Dimensionality Reduction Results +3