A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies. - Francisco de Assis Rodrigues dos Anjos; Jadson Castro Gertrudes; Jörg Sander 001; Ricardo J. G. B. Campello (AusDM, 2018)

A unified framework of density-based clustering for semi-supervised classification. - Jadson Castro Gertrudes; Arthur Zimek; Jörg Sander 001; Ricardo J. G. B. Campello (SSDBM, 2018)

A unified view of density-based methods for semi-supervised clustering and classification. - Jadson Castro Gertrudes; Arthur Zimek; Jörg Sander 001; Ricardo J. G. B. Campello (Data Min. Knowl. Discov., 2019)

Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters. - Rafael Gomes Mantovani; André Luis Debiaso Rossi; Edesio Alcobaça; Jadson Castro Gertrudes; Sylvio Barbon Junior; André Carlos Ponce de Leon Ferreira de Carvalho (CoRR, 2020)

Correction to: A unified view of density-based methods for semi-supervised clustering and classification. - Jadson Castro Gertrudes; Arthur Zimek; Jörg Sander 001; Ricardo J. G. B. Campello (Data Min. Knowl. Discov., 2020)

Chaotic genetic bee colony: combining chaos theory and genetic bee algorithm for feature selection in microarray cancer classification. - Sammuel Ramos da Silva; Jadson Castro Gertrudes (GECCO Companion, 2022)

Spending pattern visualization using unsupervised machine learning. - Gabriel Porto Oliveira; Jadson Castro Gertrudes; Roberta B. Oliveira (SBBD, 2023)

Reptilerecon: Um Arcabouço para Extração e Análise de Sinais de Lagartos. - João Gabriel Fernandes Zenóbio; Pedro Henrique Lopes Silva; Eduardo José da Silva Luz; Gladston Juliano Prates Moreira; Conrado Aleksander Barbosa Galdino; Jadson Castro Gertrudes (SBBD, 2023)

MASSA Algorithm: an automated rational sampling of training and test subsets for QSAR modeling. - Gabriel Corrêa Veríssimo; Simone Queiroz Pantaleão; Philipe de Oliveira Fernandes; Jadson Castro Gertrudes; Thales Kronenberger; Káthia Maria Honório; Vinicius Gonçalves Maltarollo (J. Comput. Aided Mol. Des., 2023)

A Systematic Review of ECG Arrhythmia Classification: Adherence to Standards, Fair Evaluation, and Embedded Feasibility. - Guilherme Silva 006; Pedro Silva 004; Gladston Moreira; Vander L. S. Freitas; Jadson Castro Gertrudes; Eduardo José da S. Luz (CoRR, 2025)

The use of Multi-domain Electroencephalogram Representations in the building of Models based on Convolutional and Recurrent Neural Networks for Epilepsy Detection. - Luiz Antonio Nicolau Anghinoni; Gustavo Weber Denardin; Jadson Castro Gertrudes; Dalcimar Casanova; Jefferson Tales Oliva (CoRR, 2025)