| 2024 | VISIGRAPP | ELSA: Expanded Latent Space Autoencoder for Image Feature Extraction and Classification. | Emerson Vilar de Oliveira, Dunfrey Pires Arago, Luiz Marcos Garcia Gonalves |
| 2020 | ICMLA | Robust Detection of Objects under Periodic Motion with Gaussian Process Filtering. | Joris Gurin, Anne Magly de Paula Canuto, Luiz Marcos Garcia Gonalves |
| 2017 | AVSS | Applying audio description for context understanding of surveillance videos by people with visual impairments. | Virginia Pinto Campos, Luiz Marcos Garcia Gonalves, Tiago Maritan Ugulino de Arajo |
| 2013 | IJCNN | A comparative analysis of dissimilarity measures for clustering categorical data. | Joo Carlos Xavier Jr., Anne M. P. Canuto, Noriedson D. Almeida, Luiz Marcos Garcia Gonalves |
| 2011 | ICINCO | 3D Probrabilistic Occupancy Grid to Robotic Mapping. | Anderson A. S. Souza, Luiz Marcos Garcia Gonalves |
| 2008 | ICRA | Real time vision for robotics using a moving fovea approach with multi resolution. | Rafael Beserra Gomes, Luiz Marcos Garcia Gonalves, Bruno Motta de Carvalho |
| 2007 | HIS | Learning to Reach Optimal Equilibrium by Influence of Other Agents Opinion. | Dennis Barrios-Aranibar, Luiz Marcos Garcia Gonalves |
| 2007 | ISDA | Learning Coordination in Multi-Agent Systems Using Influence Value Reinforcement Learning. | Dennis Barrios-Aranibar, Luiz Marcos Garcia Gonalves |
| 2004 | BIBE | Design of Specie-Specific Primers for Virus Diagnosis in Plants with PCR. | Kliger Kissinger F. Rocha, C. Medeiros, Meika I. Monteiro, Luiz Marcos Garcia Gonalves, Paulo Marinho |
| 2000 | IROS | Neural mechanisms for learning of attention control and pattern categorization as basis for robot cognition. | Luiz Marcos Garcia Gonalves, Cosimo Distante, Antonio A. F. Oliveira, David S. Wheeler, Roderic A. Grupen |