A constructive evolutionary approach for feature selection in unsupervised learning. - Nádia Junqueira Martarelli; Marcelo Seido Nagano (Swarm Evol. Comput., 2018)

Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm. - Nádia Junqueira Martarelli; Marcelo Seido Nagano (IDEAL (1), 2019)

Unsupervised feature selection based on bio-inspired approaches. - Nádia Junqueira Martarelli; Marcelo Seido Nagano (Swarm Evol. Comput., 2020)

How to undertake reviews of large collections of articles and establish main contributions: an ontology-based literature review approach. - Nádia Junqueira Martarelli; Marcelo Seido Nagano (Int. J. Inf. Manag. Data Insights, 2022)

The Seeds of the NEH Algorithm: An Overview Using Bibliometric Analysis. - Bruno de Athayde Prata; Marcelo Seido Nagano; Nádia Junqueira Martarelli; Levi Ribeiro de Abreu (Oper. Res. Forum, 2023)