| 2022 | CEC | A Random Forest-Assisted Decomposition-Based Evolutionary Algorithm for Multi-Objective Combinatorial Optimization Problems. | Matheus Bernardelli de Moraes, Guilherme Palermo Coelho |
| 2018 | CEC | CIP-aiNet: An Entropy-Based Immune Network for Multiple Clustering. | Ederson Borges, Guilherme Palermo Coelho |
| 2013 | CEC | Identifying overlapping communities in complex networks with multimodal optimization. | Fabrcio Olivetti de Frana, Guilherme Palermo Coelho |
| 2012 | IJCNN | Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines. | Guilherme Palermo Coelho, Celso C. Barbante, Levy Boccato, Romis Ribeiro Faissol Attux, Jose R. Oliveira, Fernando J. Von Zuben |
| 2011 | CEC | Evolutionary multi-objective optimization for the vendor-managed inventory routing problem. | Regina M. Azuma, Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2011 | CEC | A Concentration-based Artificial Immune Network for combinatorial optimization. | Guilherme Palermo Coelho, Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2011 | EMO | A Concentration-Based Artificial Immune Network for Multi-objective Optimization. | Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2010 | CEC | A Concentration-based Artificial Immune Network for continuous optimization. | Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2010 | CEC | On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. | Fabrcio Olivetti de Frana, Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2009 | CEC | Improving a multi-objective multipopulation artificial immune network for biclustering. | Guilherme Palermo Coelho, Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2008 | GECCO | Multivariate ant colony optimization in continuous search spaces. | Fabrcio Olivetti de Frana, Guilherme Palermo Coelho, Fernando J. Von Zuben, Romis Ribeiro Faissol Attux |
| 2007 | ISDA | A Multiobjective Approach to Phylogenetic Trees: Selecting the Most Promising Solutions from the Pareto Front. | Guilherme Palermo Coelho, Fernando J. Von Zuben, Ana Estela Antunes da Silva |
| 2006 | IJCNN | The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles. | Guilherme Palermo Coelho, Fernando J. Von Zuben |