| 2021 | EPIA | Application of Data Augmentation Techniques for Hate Speech Detection with Deep Learning. | Lgia Iunes Venturott, Patrick Marques Ciarelli |
| 2018 | CEC | Texture Representation and Classification with Artificial Hikers and Fractals. | Lucas de Assis Soares, Klaus Fabian Cco, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli |
| 2018 | IJCNN | Analysing rotation-invariance of a log-polar transformation in convolutional neural networks. | Marta Amorim, Frederico Damasceno Bortoloti, Patrick Marques Ciarelli, Elias de Oliveira, Alberto Ferreira de Souza |
| 2018 | IJCNN | Improving Super-Resolution Reconstruction with Regularized Extreme Learning Machine Networks. | Daniel Luis Cosmo, Thas Pedruzzi do Nascimento, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli |
| 2017 | ICPRAM | Identification of Types of Corrosion through Electrochemical Noise using Machine Learning Techniques. | Lorraine Marques Alves, Romulo Almeida Cotta, Patrick Marques Ciarelli |
| 2017 | ICPRAM | Identification of Corrosive Substances through Electrochemical Noise using Wavelet and Recurrence Quantification Analysis. | Lorraine Marques Alves, Romulo Almeida Cotta, Adilson Ribeiro Prado, Patrick Marques Ciarelli |
| 2016 | IC3K | Recommending Groups to Users based Both on Their Textual and Image Posts. | Elias Oliveira, Howard Roatti, Gustavo Ramos Lima, Patrick Marques Ciarelli |
| 2015 | IC3K | Using the Cluster-based Tree Structure of k-Nearest Neighbor to Reduce the Effort Required to Classify Unlabeled Large Datasets. | Elias Oliveira, Howard Roatti, Matheus de Araujo Nogueira, Henrique Gomes Basoni, Patrick Marques Ciarelli |
| 2015 | ICMV | An analysis of automatic human detection and tracking. | Philipe Rangel Demuth, Daniel Luiz Cosmo, Patrick Marques Ciarelli |
| 2014 | CLEI | A strategy for automatic moderation of a large data set of users comments. | Marcos Rodrigues Saude, Marcelo de Medeiros Soares, Henrique Gomes Basoni, Patrick Marques Ciarelli, Elias Oliveira |
| 2014 | IC3K | Combining Clustering and Classification Approaches for Reducing the Effort of Automatic Tweets Classification. | Elias Oliveira, Henrique Gomes Basoni, Marcos Rodrigues Saude, Patrick Marques Ciarelli |
| 2014 | ICMV | Pedestrian detection system based on HOG and a modified version of CSS. | Daniel Luis Cosmo, Evandro Ottoni Teatini Salles, Patrick Marques Ciarelli |
| 2013 | IC3K | Recommending the Right Activities based on the Needs of each Student. | Elias Oliveira, Mrcia Gonalves de Oliveira, Patrick Marques Ciarelli |
| 2009 | CIARP | An Enhanced Probabilistic Neural Network Approach Applied to Text Classification. | Patrick Marques Ciarelli, Elias Oliveira |
| 2009 | ISDA | Agglomeration and Elimination of Terms for Dimensionality Reduction. | Patrick Marques Ciarelli, Elias Oliveira |
| 2008 | ISDA | A Comparison between a KNN Based Approach and a PNN Algorithm for a Multi-label Classification Problem. | Elias Oliveira, Patrick Marques Ciarelli, Claudine Badue, Alberto Ferreira de Souza |
| 2007 | ISDA | Automated Free Text Classification of Economic Activities Using VG-RAM Weightless Neural Networks. | Alberto F. De Souza, Felipe Pedroni, Elias Oliveira, Patrick Marques Ciarelli, Wallace Favoreto Henrique, Lucas de Paula Veronese |