Alberto F. De Souza

87 papers A* 3B 27C 5Journal 41Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Domain Object Detection Using Unsupervised Image Translation. CoRR Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2025	J	`jnl`	A Non-Parametric Bayesian Approach Towards OnlineSequence Learning. SIGKDD Explor. Stiven S. Dias, Marcelo G. S. Bruno, Alberto F. De Souza
2025	J	`jnl`	A machine learning approach for intra- and inter-cast hot metal temperature forecasting. Comput. Chem. Eng. Thiago M. Paixão, Sérgio Silva Mucciaccia, Letícia C. Navarro, Filipe Mutz, Vinicius Rampinelli, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2025	J	`jnl`	Blast furnace control by hierarchical similarity search in historical data. Eng. Appl. Artif. Intell. Lucas L. Amorim, Filipe Wall Mutz, Thiago M. Paixão, Vinicius Rampinelli, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2025	B	`conf`	Integrating Neural Language Models in Clinical Practice: A Case Study on Chronic Kidney Disease Consultations. IJCNN Victor Nascimento Neves, Claudine Badue, Joao Felipe Gobeti Calenzani, Lucas Thom Ramos, Thiago Oliveira-Santos, Alberto F. De Souza
2025	J	`jnl`	Pt-HotpotQA: Evaluating Multi-Hop Question Answering on Original and Portuguese-translated Datasets Using LLMs. J. Braz. Comput. Soc. Sérgio Silva Mucciaccia, Thiago M. Paixão, Filipe Mutz, Alberto F. De Souza, Claudine Santos Badue, Thiago Oliveira-Santos
2025	J	`jnl`	RagPharma: A RAG-Based Chatbot for Medicine Leaflets with a Dual-Dataset Evaluation Framework. J. Braz. Comput. Soc. Letícia C. Navarro, Filipe Mutz, Thiago M. Paixão, Guilherme G. Zanetti, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2025	J	`jnl`	TransConv: a lightweight architecture based on transformers and convolutional neural networks for adenocarcinoma and Barrett's esophagus identification. Neural Comput. Appl. Luis Antônio de Souza, André G. C. Pacheco, Alberto F. De Souza, Thiago Oliveira-Santos, Claudine Badue, Christoph Palm, João Paulo Papa
2024	B	`conf`	A Mobile Application for Speed Bump Sign Detection Using Neural Networks. IJCNN Matheus Meier Schreiber, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2024	B	`conf`	A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video. IJCNN 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	B	`conf`	Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data. IJCNN Leandro Furlam Turi, Athus Cavalini, Giovanni Comarela, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2022	—	`conf`	A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks. SIBGRAPI Cézar Augusto Gobbo Passamani, Victor Nascimento Neves, Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2022	J	`jnl`	A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2022	J	`jnl`	Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2022	J	`jnl`	Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2022	B	`conf`	Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling. IJCNN Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2022	—	`conf`	Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study. SIBGRAPI Letícia C. Navarro, Lucas L. Amorim, Rodrigo Ferreira Berriel, Thiago M. Paixão, Vinicius Rampinelli, Luiz A. Wasem, Lucas Quaresma, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Copycat CNN: Are Random Non-Labeled Data Enough to Steal Knowledge from Black-box Models? CoRR Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models? Pattern Recognit. Jacson Rodrigues Correia da Silva, Rodrigo Ferreira Berriel, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep Learning-based Type Identification of Volumetric MRI Sequences. CoRR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2021	B	`conf`	Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks. IJCNN Sabrina S. Panceri, Filipe Wall Mutz, Vinicius B. Cardoso, Raphael V. Carneiro, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2021	A*	`conf`	Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. CVPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	—	`conf`	Long-Term Map Maintenance in Complex Environments. BRACIS (2) Josias Oliveira, Filipe Wall Mutz, Avelino Forechi, Pedro Azevedo, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
2021	C	`conf`	Path Planning in Unstructured Urban Environments for Self-driving Cars. ICINCO Anderson Mozart, Gabriel Moraes, Rânik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
2021	J	`jnl`	Self-driving cars: A survey. Expert Syst. Appl. Claudine Badue, Rânik Guidolini, Raphael Vivacqua Carneiro, Pedro Azevedo, Vinicius B. Cardoso, Avelino Forechi, Luan F. R. Jesus, Rodrigo Ferreira Berriel, Thiago M. Paixão, Filipe Wall Mutz, Lucas de Paula Veronese, Thiago Oliveira-Santos, Alberto F. De Souza
2021	—	`conf`	Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. ICANN (2) Jairo Lucas de Moraes, Jorcy de Oliveira Neto, Jacson Rodrigues Correia da Silva, Thiago M. Paixão, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2021	B	`conf`	Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars. IJCNN Thiago Gonçalves Cavalcante, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue, Avelino Forechi
2021	J	`jnl`	What is the best grid-map for self-driving cars localization? An evaluation under diverse types of illumination, traffic, and environment. Expert Syst. Appl. Filipe Wall Mutz, Thiago Oliveira-Santos, Avelino Forechi, Karin Satie Komati, Claudine Badue, Felipe M. G. França, Alberto F. De Souza
2020	B	`conf`	A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization. IJCNN Vinicius B. Cardoso, André Seidel Oliveira, Avelino Forechi, Pedro Azevedo, Filipe Wall Mutz, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2020	B	`conf`	Deep Learning-based Type Identification of Volumetric MRI Sequences. ICPR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2020	A*	`conf`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Image-Based Real-Time Path Generation Using Deep Neural Networks. IJCNN Gabriel Moraes, Anderson Mozart, Pedro Azevedo, Marcos Piumbini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Alberto F. De Souza, Claudine Badue
2020	J	`jnl`	Keep your Eyes on the Lane: Attention-guided Lane Detection. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. ICPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Product Categorization by Title Using Deep Neural Networks as Feature Extractor. IJCNN Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	What is the Best Grid-Map for Self-Driving Cars Localization? An Evaluation under Diverse Types of Illumination, Traffic, and Environment. CoRR Filipe Wall Mutz, Thiago Oliveira-Santos, Avelino Forechi, Karin Satie Komati, Claudine Badue, Felipe M. G. França, Alberto F. De Souza
2019	B	`conf`	Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. IJCNN Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2019	J	`jnl`	Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks. CoRR Pedro Azevedo, Sabrina S. Panceri, Ranik Guidolini, Vinicius B. Cardoso, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2019	B	`conf`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. CoRR Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	B	`conf`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. CoRR Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames. Comput. Graph. Renan Sarcinelli, Rânik Guidolini, Vinicius B. Cardoso, Thiago M. Paixão, Rodrigo Ferreira Berriel, Pedro Azevedo, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2019	B	`conf`	Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks. IJCNN Ranik Guidolini, Raphael V. Carneiro, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2019	—	`conf`	Simple and Effective Load Volume Estimation in Moving Trucks using LiDARs. SIBGRAPI Lucas L. Amorim, Filipe Wall Mutz, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2019	B	`conf`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. IJCNN Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2019	J	`jnl`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. CoRR Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	—	`conf`	A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents. SIBGRAPI Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Ego-Lane Analysis System (ELAS): Dataset and Algorithms. CoRR Rodrigo Ferreira Berriel, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos
2018	B	`conf`	Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition. IJCNN Rodrigo Ferreira Berriel, Lucas Tabelini Torres, Vinicius B. Cardoso, Ranik Guidolini, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	J	`jnl`	Map Memorization and Forgetting in the IARA Autonomous Car. CoRR Thomas Teixeira, Filipe Wall Mutz, Vinicius B. Cardoso, Lucas de Paula Veronese, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2018	B	`conf`	Mapping Road Lanes Using Laser Remission and Deep Neural Networks. IJCNN Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2018	J	`jnl`	Mapping Road Lanes Using Laser Remission and Deep Neural Networks. CoRR Raphael V. Carneiro, Rafael Correia Nascimento, Ranik Guidolini, Vinicius B. Cardoso, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2018	J	`jnl`	Nonfatigating Brain-Computer Interface Based on SSVEP and ERD to Command an Autonomous Car. Adv. Data Sci. Adapt. Anal. Javier Castillo-Garcia, Sandra M. T. Muller, Eduardo Francisco Caicedo Bravo, Teodiano F. Bastos, Alberto F. De Souza
2018	C	`conf`	Obtaining evidence of learning in digital games through a deep learning neural network to classify facial expressions of the players. FIE Heraclito A. Pereira, Alberto F. De Souza, Crediné Silva de Menezes
2018	J	`jnl`	Visual Global Localization with a Hybrid WNN-CNN Approach. CoRR Avelino Forechi, Thiago Oliveira-Santos, Claudine Badue, Alberto F. De Souza
2017	A*	`conf`	A Model-Predictive Motion Planner for the IARA autonomous car. ICRA Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza
2017	J	`jnl`	Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification. IEEE Geosci. Remote. Sens. Lett. Rodrigo Ferreira Berriel, Andre Teixeira Lopes, Alberto F. De Souza, Thiago Oliveira-Santos
2017	J	`jnl`	Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order. Pattern Recognit. Andre Teixeira Lopes, Edilson de Aguiar, Alberto F. De Souza, Thiago Oliveira-Santos
2017	B	`conf`	Neural-based model predictive control for tackling steering delays of autonomous cars. IJCNN Ranik Guidolini, Alberto F. De Souza, Filipe Wall Mutz, Claudine Badue
2016	B	`conf`	A Computational Architecture for Learning Analytics in Game-Based Learning. ICALT Heraclito A. Pereira, Alberto F. De Souza, Crediné Silva de Menezes
2016	J	`jnl`	A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-and-Place. IEEE Robotics Autom. Lett. Colin Rennie, Rahul Shome, Kostas E. Bekris, Alberto F. De Souza
2016	J	`jnl`	A Model-Predictive Motion Planner for the IARA Autonomous Car. CoRR Vinicius Cardoso, Josias Oliveira, Thomas Teixeira, Claudine Badue, Filipe Wall Mutz, Thiago Oliveira-Santos, Lucas de Paula Veronese, Alberto F. De Souza
2016	—	`conf`	A light-weight yet accurate localization system for autonomous cars in large-scale and complex environments. ITSC Lucas de Paula Veronese, José E. Guivant, Fernando Alfredo Auat Cheeín, Thiago Oliveira-Santos, Filipe Wall Mutz, Edilson de Aguiar, Claudine Badue, Alberto F. De Souza
2016	—	`conf`	A simple yet effective obstacle avoider for the IARA autonomous car. ITSC Ranik Guidolini, Claudine Badue, Mariella Berger, Lucas de Paula Veronese, Alberto F. De Souza
2016	J	`jnl`	Fat-Fast VG-RAM WNN: A high performance approach. Neurocomputing Avelino Forechi, Alberto F. De Souza, Jorcy de Oliveira Neto, Edilson de Aguiar, Claudine Badue, Artur S. d'Avila Garcez, Thiago Oliveira-Santos
2016	B	`conf`	Simulating robotic cars using time-delay neural networks. IJCNN Alberto F. De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira-Santos
2016	J	`jnl`	Visual tracking with VG-RAM Weightless Neural Networks. Neurocomputing Mariella Berger, Alberto F. De Souza, Jorcy de Oliveira Neto, Edilson de Aguiar, Thiago Oliveira-Santos
2015	J	`jnl`	A Dataset for Improved RGBD-based Object Detection and Pose Estimation for Warehouse Pick-and-Place. CoRR Colin Rennie, Rahul Shome, Kostas E. Bekris, Alberto F. De Souza
2014	—	`conf`	A Motion Planner for Car-Like Robots Based on Rapidly-Exploring Random Trees. IBERAMIA Rômulo Ramos Radaelli, Claudine Badue, Michael André Gonçalves, Thiago Oliveira-Santos, Alberto F. De Souza
2014	B	`conf`	Compressing VG-RAM WNN memory for lightweight applications. IJCNN Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2014	B	`conf`	Image-based global localization using VG-RAM Weightless Neural Networks. IJCNN Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto F. De Souza
2014	B	`conf`	Programming a VG-RAM based Neural Network Computer. IJCNN Alberto F. De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira-Santos, Claudine Badue
2013	B	`conf`	Real-time road surface mapping using stereo matching, v-disparity and machine learning. IJCNN Vitor B. Azevedo, Alberto F. De Souza, Lucas de Paula Veronese, Claudine Badue, Mariella Berger
2013	B	`conf`	Traffic sign detection with VG-RAM weightless neural networks. IJCNN 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	—	`conf`	Evaluation of Two Parallel Finite Element Implementations of the Time-Dependent Advection Diffusion Problem: GPU versus Cluster Considering Time and Energy Consumption. VECPAR Alberto F. De Souza, Lucas de Paula Veronese, Leonardo Muniz de Lima, Claudine Badue, Lucia Catabriga
2012	J	`jnl`	Fast learning and predicting of stock returns with virtual generalized random access memory weightless neural networks. Concurr. Comput. Pract. Exp. Alberto F. De Souza, Fábio Darios Freitas, André Gustavo Coelho de Almeida
2012	C	`conf`	Traffic sign recognition with VG-RAM Weightless Neural Networks. ISDA Mariella Berger, Avelino Forechi, Alberto F. De Souza, Jorcy de Oliveira Neto, Lucas de Paula Veronese, Claudine Badue
2011	C	`ed.`	23rd International Symposium on Computer Architecture and High Performance Computing, SBAC-PAD 2011, Vitória, Espírito Santo, Brazil, October 26-29, 2011 SBAC-PAD Jean-Luc Gaudiot, Alba C. M. A. Melo, Alberto F. De Souza, Lucia Catabriga
2010	—	`conf`	VG-RAM WNN Approach to Monocular Depth Perception. ICONIP (2) Hélio Perroni Filho, Alberto F. De Souza
2009	J	`jnl`	Prediction-based portfolio optimization model using neural networks. Neurocomputing Fábio Darios Freitas, Alberto F. De Souza, Ailson R. de Almeida
2007	C	`conf`	Automated Free Text Classification of Economic Activities Using VG-RAM Weightless Neural Networks. ISDA Alberto F. De Souza, Felipe Pedroni, Elias Oliveira, Patrick Marques Ciarelli, Wallace Favoreto Henrique, Lucas de Paula Veronese