Making Recommendations for Groups Using Collaborative Filtering and Fuzzy Majority. - Sérgio Ricardo de Melo Queiroz; Francisco de A. T. de Carvalho; Geber L. Ramalho; Vincent Corruble (SBIA, 2002)

Making Collaborative Group Recommendations Based on Modal Symbolic Data. - Sérgio Ricardo de Melo Queiroz; Francisco de A. T. de Carvalho (SBIA, 2004)

Adaptive preference elicitation for top-K recommendation tasks using GAI-networks. - Sérgio Ricardo de Melo Queiroz (Artificial Intelligence and Applications, 2007)

Multicriteria clustering with weighted Tchebycheff distances for relational data. - Sérgio Ricardo de Melo Queiroz; Francisco de A. T. de Carvalho; Yves Lechevallier (IJCNN, 2012)

Nonlinear multicriteria clustering based on multiple dissimilarity matrices. - Sérgio Ricardo de Melo Queiroz; Francisco de A. T. de Carvalho; Yves Lechevallier (Pattern Recognit., 2013)

Resource Management in Complex Environments: Applying to Real Time Strategy Games. - Thiago A. Souza; Geber Lisboa Ramalho; Sérgio Ricardo de Melo Queiroz (SBGames, 2014)

Content validation and usability of a chatbot of guidelines for wound dressing. - Geicianfran da Silva Lima Roque; Rafael Roque de Souza; José William Araújo do Nascimento; Amadeu Sá de Campos Filho; Sérgio Ricardo de Melo Queiroz; Isabel Cristina Ramos Vieira Santos (Int. J. Medical Informatics, 2021)

Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity. - Marcos de Souza Oliveira; Sérgio Ricardo de Melo Queiroz; Francisco de A. T. de Carvalho (Expert Syst. Appl., 2022)

Deep contrastive variational subspace clustering. - Marcos de Souza Oliveira; Sérgio Ricardo de Melo Queiroz; Cleber Zanchettin; Francisco de Assis Tenório de Carvalho (Neurocomputing, 2025)