Alberto F. De Souza
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
10
Active years
2007–2025
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCNN | Integrating Neural Language Models in Clinical Practice: A Case Study on Chronic Kidney Disease Consultations. | Victor Nascimento Neves, Claudine Badue, Joao Felipe Gobeti Calenzani, Lucas Thom Ramos, Thiago Oliveira-Santos, Alberto F. De Souza |
| 2024 | IJCNN | A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video. | Joao Felipe Gobeti Calenzani, Victor Nascimento Neves, Lucas Thom Ramos, Lauro Jose Lyrio Junior, Luiz C. S. Magnago, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza |
| 2024 | IJCNN | A Mobile Application for Speed Bump Sign Detection Using Neural Networks. | Matheus Meier Schreiber, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos |
| 2024 | IJCNN | Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data. | Leandro Furlam Turi, Athus Cavalini, Giovanni Comarela, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza |
| 2022 | IJCNN | Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. | Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos |
| 2021 | CVPR | Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. | Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixo, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos |
| 2021 | ICANN | Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. | Jairo Lucas de Moraes, Jorcy de Oliveira Neto, Jacson Rodrigues Correia da Silva, Thiago M. Paixo, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza |
| 2021 | ICINCO | Path Planning in Unstructured Urban Environments for Self-driving Cars. | Anderson Mozart, Gabriel Moraes, Rnik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue |
| 2021 | IJCNN | Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars. | Thiago Gonalves Cavalcante, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue, Avelino Forechi |
| 2021 | IJCNN | Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks. | Sabrina S. Panceri, Filipe Wall Mutz, Vinicius B. Cardoso, Raphael V. Carneiro, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza |
| 2020 | CVPR | Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. | Thiago M. Paixo, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos |
| 2020 | ICPR | Deep Learning-based Type Identification of Volumetric MRI Sequences. | Jean Pablo Vieira de Mello, Thiago M. Paixo, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos |
| 2020 | IJCNN | A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization. | Vinicius B. Cardoso, Andr Seidel Oliveira, Avelino Forechi, Pedro Azevedo, Filipe Wall Mutz, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza |
| 2020 | ICPR | PolyLaneNet: Lane Estimation via Deep Polynomial Regression. | Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixo, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos |
| 2020 | IJCNN | Image-Based Real-Time Path Generation Using Deep Neural Networks. | Gabriel Moraes, Anderson Mozart, Pedro Azevedo, Marcos Piumbini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue |
| 2020 | IJCNN | Product Categorization by Title Using Deep Neural Networks as Feature Extractor. | Leonardo S. Paulucio, Thiago M. Paixo, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos |
| 2019 | IJCNN | Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. | Vinicius F. Arruda, Thiago M. Paixo, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos |
| 2019 | IJCNN | Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. | Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza |
| 2019 | IJCNN | Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks. | Ranik Guidolini, Raphael V. Carneiro, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza |
| 2019 | IJCNN | Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. | Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixo, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos |
| 2019 | IJCNN | Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. | Lucas Tabelini Torres, Thiago M. Paixo, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos |
| 2018 | FIE | Obtaining evidence of learning in digital games through a deep learning neural network to classify facial expressions of the players. | Heraclito A. Pereira, Alberto F. De Souza, Credin Silva de Menezes |
| 2018 | IJCNN | Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. | Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos |
| 2018 | IJCNN | Mapping Road Lanes Using Laser Remission and Deep Neural Networks. | Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza |
| 2017 | IJCNN | Neural-based model predictive control for tackling steering delays of autonomous cars. | Ranik Guidolini, Alberto F. De Souza, Filipe Wall Mutz, Claudine Badue |
| 2017 | ICRA | A Model-Predictive Motion Planner for the IARA autonomous car. | Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza |
| 2016 | ICALT | A Computational Architecture for Learning Analytics in Game-Based Learning. | Heraclito A. Pereira, Alberto F. De Souza, Credin Silva de Menezes |
| 2016 | IJCNN | Simulating robotic cars using time-delay neural networks. | Alberto F. De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira-Santos |
| 2014 | IJCNN | Compressing VG-RAM WNN memory for lightweight applications. | Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos |
| 2014 | IJCNN | Image-based global localization using VG-RAM Weightless Neural Networks. | Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto F. De Souza |
| 2014 | IJCNN | Programming a VG-RAM based Neural Network Computer. | Alberto F. De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira-Santos, Claudine Badue |
| 2013 | IJCNN | Real-time road surface mapping using stereo matching, v-disparity and machine learning. | Vitor B. Azevedo, Alberto F. De Souza, Lucas de Paula Veronese, Claudine Badue, Mariella Berger |
| 2013 | IJCNN | Traffic sign detection with VG-RAM weightless neural networks. | Alberto F. De Souza, Cayo Fontana, Filipe Wall Mutz, Tiago Alves de Oliveira, Mariella Berger, Avelino Forechi, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue |
| 2012 | ISDA | Traffic sign recognition with VG-RAM Weightless Neural Networks. | Mariella Berger, Avelino Forechi, Alberto F. De Souza, Jorcy de Oliveira Neto, Lucas de Paula Veronese, Claudine Badue |
| 2010 | ICONIP | VG-RAM WNN Approach to Monocular Depth Perception. | Hlio Perroni Filho, Alberto F. 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 |