| 2020 | IJCNN | Systematic study on dimensionality reduction in the gesture phase segmentation problem. | Victor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres |
| 2013 | SAC | Gesture unit segmentation using support vector machines: segmenting gestures from rest positions. | Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres |
| 2012 | IJCNN | Hybrid architecture for gesture recognition: Integrating fuzzy-connectionist and heuristic classifiers using fuzzy syntactical strategy. | Renata C. B. Madeo, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Clodis Boscarioli |
| 2012 | TIME | A Review on Temporal Reasoning Using Support Vector Machines. | Renata C. B. Madeo, Clodoaldo Ap. M. Lima, Sarajane Marques Peres |
| 2010 | ASSETS | Gesture recognition for fingerspelling applications: an approach based on sign language cheremes. | Renata C. B. Madeo, Sarajane Marques Peres, Daniel B. Dias, Clodis Boscarioli |
| 2010 | SAC | A committee machine implementing the pattern recognition module for fingerspelling applications. | Renata C. B. Madeo, Sarajane Marques Peres, Helton Hideraldo Bscaro, Daniel B. Dias, Clodis Boscarioli |
| 2009 | IJCNN | Hand movement recognition for Brazilian Sign Language: A study using distance-based neural networks. | Daniel B. Dias, Renata C. B. Madeo, Thiago Rocha, Helton Hideraldo Bscaro, Sarajane Marques Peres |