55 Journal Articles
Enhancing complex upper-limb motor imagery discrimination through an incremental training strategy
GUERRERO-MENDEZ, C.D., BLANCO-DIAZ, CRISTIAN F., RIVERA-FLOR, H., BADUE, C., Alberto Ferreira De Souza, DELISLE-RODRIGUEZ, D., BASTOS-FILHO, T.F.
Biomedical Signal Processing and Control, Vol. 99, pp. 106837
A machine learning approach for intra- and inter-cast hot metal temperature forecasting
PAIXÃO, THIAGO M., MUCCIACCIA, SÉRGIO S., NAVARRO, LETÍCIA C., MUTZ, FILIPE, RAMPINELLI, VINICIUS, BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
COMPUTERS & CHEMICAL ENGINEERING, Vol. 201, pp. 109210
Blast furnace control by hierarchical similarity search in historical data
AMORIM, LUCAS L., MUTZ, FILIPE, PAIXÃO, THIAGO M., RAMPINELLI, VINICIUS, Alberto Ferreira De Souza, BADUE, CLAUDINE, Thiago Oliveira dos Santos
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 141, pp. 109779
TransConv: a lightweight architecture based on transformers and convolutional neural networks for adenocarcinoma and Barrett?s esophagus identification
SOUZA, LUIS A., PACHECO, ANDRÉ G. C., Alberto Ferreira De Souza, OLIVEIRA-SANTOS, THIAGO, Claudine Santos Baduê, PALM, CHRISTOPH, PAPA, JOÃO PAULO
NEURAL COMPUTING & APPLICATIONS (INTERNET), Vol. 37, pp. 15535
An Interactive Autonomous Forklift Robot Based on Large Language Models
Breno U. De Angelo, André Georghton Cardoso Pacheco, Rafael F. Freitas, Italo J. O. Silva, Eduardo P. De Abreu, Luiz F.S. C. Cardoso, OLIVEIRA-SANTOS, THIAGO, BADUE, C., Alberto Ferreira De Souza
Journal of Information Systems Engineering and Management, Vol. 10, pp. 946-961
A Non-Parametric Bayesian Approach Towards OnlineSequence Learning
DIAS, STIVEN S., BRUNO, MARCELO G. S., Alberto Ferreira De Souza
SIGKDD EXPLORATIONS, Vol. 27, pp. 156-167
Pt-HotpotQA: Evaluating Multi-Hop Question Answering on Original and Portuguese-translated Datasets Using LLMs
MUCCIACCIA, SÉRGIO S., PAIXÃO, THIAGO M., MUTZ, FILIPE, Alberto Ferreira De Souza, BADUE, CLAUDINE S., Thiago Oliveira dos Santos
JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE), Vol. 31, pp. 872-884
RagPharma: A RAG-Based Chatbot for Medicine Leaflets with a Dual-Dataset Evaluation Framework
NAVARRO, LETÍCIA C., MUTZ, FILIPE, PAIXÃO, THIAGO M., ZANETTI, GUILHERME G., BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE), Vol. 31, pp. 1137-1149
Evaluation of temporal, spatial and spectral filtering in CSP-based methods for decoding pedaling-based motor tasks using EEG signals
BLANCO-DÍAZ, CRISTIAN FELIPE, GUERRERO-MENDEZ, CRISTIAN DAVID, DELISLE-RODRIGUEZ, DENIS, JARAMILLO-ISAZA, SEBASTIÁN, RUIZ-OLAYA, ANDRÉS FELIPE, FRIZERA-NETO, ANSELMO, Alberto Ferreira De Souza, BASTOS-FILHO, TEODIANO
BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, Vol. 10, pp. 035003
Decoding lower-limb kinematic parameters during pedaling tasks using deep learning approaches and EEG
BLANCO-DIAZ, CRISTIAN FELIPE, GUERRERO-MENDEZ, CRISTIAN DAVID, DE ANDRADE, RAFHAEL MILANEZI, BADUE, CLAUDINE, Alberto Ferreira De Souza, DELISLE-RODRIGUEZ, DENIS, BASTOS-FILHO, TEODIANO
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 1, pp. 1
Lower-limb kinematic reconstruction during pedaling tasks from EEG signals using Unscented Kalman filter
BLANCO-DÍAZ, CRISTIAN FELIPE, GUERRERO-MENDEZ, CRISTIAN DAVID, DELISLE-RODRIGUEZ, DENIS, Alberto Ferreira De Souza, Claudine Santos Baduê, BASTOS-FILHO, TEODIANO FREIRE
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, Vol. 1, pp. 1-11
Yolo-Papaya: A Papaya Fruit Disease Detector and Classifier Using CNNs and Convolutional Block Attention Modules
DE MORAES, JAIRO LUCAS, de Oliveira Neto, Jorcy, Claudine Santos Baduê, OLIVEIRA-SANTOS, THIAGO, Alberto Ferreira De Souza
ELECTRONICS, Vol. 12, pp. 2202
Coupling Effects of Cross-Corticomuscular Association During Object Manipulation Tasks on Different Haptic Sensation
GUERRERO-MENDEZ, CRISTIAN DAVID, BLANCO-DÍAZ, CRISTIAN FELIPE, Hamilton Rivera, Alberto Ferreira De Souza, Sebastian Jaramillo, Andrés Felipe Ruiz-Olaya, Teodiano Freire Bastos Filho
NeuroSci, Vol. 1, pp. 1
EEG motor imagery classification using deep learning approaches in naïve BCI users
GUERRERO-MENDEZ, CRISTIAN D, BLANCO-DIAZ, CRISTIAN F, RUIZ-OLAYA, ANDRES F, LÓPEZ-DELIS, ALBERTO, JARAMILLO-ISAZA, SEBASTIAN, MILANEZI ANDRADE, RAFHAEL, Alberto Ferreira De Souza, DELISLE-RODRIGUEZ, DENIS, FRIZERA-NETO, ANSELMO, BASTOS-FILHO, TEODIANO F
BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, Vol. 9, pp. 045029
Deep traffic sign detection and recognition without target domain real images
TABELINI, LUCAS, BERRIEL, RODRIGO, PAIXÃO, THIAGO M., Alberto Ferreira De Souza, BADUE, CLAUDINE, SEBE, NICU, Thiago Oliveira dos Santos
MACHINE VISION AND APPLICATIONS, Vol. 33, pp. 1-10
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents
PAIXÃO, THIAGO M., BERRIEL, RODRIGO F., BOERES, MARIA C.S., KOERICH, ALESSANDRO L., Claudine Santos Baduê, Alberto Ferreira De Souza, OLIVEIRA-SANTOS, THIAGO
PATTERN RECOGNITION LETTERS, Vol. 164, pp. 1-8
Cross-domain object detection using unsupervised image translation
ARRUDA, VINICIUS F., BERRIEL, RODRIGO F., PAIXÃO, THIAGO M., Claudine Santos Badue Gonçalves, Alberto Ferreira De Souza, SEBE, NICU, OLIVEIRA-SANTOS, THIAGO
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 192, pp. 116334
What is the best grid-map for self-driving cars localization? An evaluation under diverse types of illumination, traffic, and environment
Filipe Wall Mutz, OLIVEIRA-SANTOS, THIAGO, FORECHI, AVELINO, KOMATI, KARIN S., BADUE, CLAUDINE, FRANÇA, FELIPE M.G., Alberto Ferreira De Souza
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 179, pp. 115077
Copycat CNN: Are random non-Labeled data enough to steal knowledge from black-box models?
CORREIA-SILVA, JACSON RODRIGUES, BERRIEL, RODRIGO F., BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
PATTERN RECOGNITION, Vol. 113, pp. 107830
Deep traffic light detection by overlaying synthetic context on arbitrary natural images
VIEIRA DE MELLO, JEAN PABLO, TABELINI, LUCAS, F. BERRIEL, RODRIGO, M. PAIXÃO, THIAGO, Alberto Ferreira De Souza, Claudine Santos Badue Gonçalves, SEBE, NICU, OLIVEIRA-SANTOS, THIAGO
COMPUTERS & GRAPHICS-UK, Vol. 94, pp. 76-86
Self-driving cars: A survey
BADUE, CLAUDINE, GUIDOLINI, RÂNIK, CARNEIRO, RAPHAEL VIVACQUA, AZEVEDO, PEDRO, CARDOSO, VINICIUS B., FORECHI, AVELINO, JESUS, LUAN, BERRIEL, RODRIGO, PAIXÃO, THIAGO M., MUTZ, FILIPE et al.
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 165, pp. 113816
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents
PAIXÃO, THIAGO M., BERRIEL, RODRIGO F., BOERES, MARIA C.S., KOERICH, ALESSANDRO L., BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
PATTERN RECOGNITION, Vol. 107, pp. 107535
Evaluating the Limits of a LiDAR for an Autonomous Driving Localization
VERONESE, LUCAS DE PAULA, CHEEIN, FERNANDO A. AUAT, Filipe Wall Mutz, OLIVEIRA-SANTOS, THIAGO, GUIVANT, JOSE, DE AGUIAR, EDILSON, BADUE, CLAUDINE, Alberto Ferreira De Souza
IEEE Transactions on Intelligent Transportation Systems, pp. 1-10
Memory-like Map Decay for Autonomous Vehicles based on Grid Maps
Thomas Teixeira, Filipe Wall Mutz, Karin Satie Komati, Lucas De Paula Veronese, Vinicius Brito Cardoso, Claudine Santos Badue Gonçalves, Thiago Oliveira dos Santos, Alberto Ferreira De Souza
AMERICAN JOURNAL OF ENGINEERING RESEARCH, Vol. 9, pp. 63-71
A single sensor system for mapping in GNSS-denied environments
DE PAULA VERONESE, LUCAS, Claudine Badue, AUAT CHEEIN, FERNANDO, GUIVANT, JOSE, Alberto Ferreira De Souza
Cognitive Systems Research, Vol. 56, pp. 246-261
Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames
SARCINELLI, RENAN, GUIDOLINI, RÂNIK, CARDOSO, VINICIUS B., PAIXÃO, THIAGO M., Rodrigo Ferreira Berriel, AZEVEDO, PEDRO, Alberto Ferreira De Souza, BADUE, CLAUDINE, OLIVEIRA-SANTOS, THIAGO
COMPUTERS & GRAPHICS-UK, Vol. 84, pp. 173-184
Non-fatigating Brain Computer Interface Based on SSVEP and ERD to Command an Autonomous Car
CASTILLO-GARCIA, JAVIER F., MULLER, SANDRA, CAICEDO-BRAVO, EDUARDO F., BASTOS, TEODIANO F., Alberto Ferreira De Souza
Advances in Data Science and Adaptive Analysis, Vol. 10, pp. 1840005
Automatic large-scale data acquisition via crowdsourcing for crosswalk classification: A deep learning approach
BERRIEL, RODRIGO F., ROSSI, FRANCO SCHMIDT, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
COMPUTERS & GRAPHICS-UK, pp. 32-42
Deep Learning-Based Large-Scale Automatic Satellite Crosswalk Classification
BERRIEL, RODRIGO F., LOPES, ANDRE TEIXEIRA, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
IEEE Geoscience and Remote Sensing Letters, Vol. 14, pp. 1513-1517
Ego-Lane Analysis System (ELAS): Dataset and algorithms
BERRIEL, RODRIGO F., AGUIAR, EDILSON DE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
IMAGE AND VISION COMPUTING, Vol. 68, pp. 64-75
Facial expression recognition with Convolutional Neural Networks: Coping with few data and the training sample order
LOPES, ANDRÉ TEIXEIRA, DE AGUIAR, EDILSON, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
PATTERN RECOGNITION, Vol. 61, pp. 610-628
Large-scale mapping in complex field scenarios using an autonomous car
MUTZ, FILIPE, VERONESE, LUCAS P., Thiago Oliveira Santos, DE AGUIAR, EDILSON, AUAT CHEEIN, FERNANDO A., Alberto Ferreira De Souza
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 46, pp. 439-462
Fat-Fast VG-RAM WNN: A high performance approach
Avelino Forechi, Alberto Ferreira De Souza, Jorcy de Oliveira Neto, AGUIAR, EDILSON DE, Claudine Badue, D?AVILA GARCEZ, ARTUR, Thiago Oliveira Santos
Neurocomputing (Amsterdam), Vol. 183, pp. 56-69
Visual tracking with VG-RAM Weightless Neural Networks
BERGER, MARIELLA, Alberto Ferreira De Souza, NETO, JORCY DE OLIVEIRA, DE AGUIAR, EDILSON, Thiago Oliveira Santos
Neurocomputing (Amsterdam), Vol. 183, pp. 90-105
A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-and-Place
Colin Rennie, Rahul Shome, Kostas Bekris, Alberto Ferreira De Souza
IEEE ROBOTICS AND AUTOMATION LETTERS, Vol. 1, pp. 1179-1185
A Computational Geometry Approach for Localization and Tracking in GPS-denied Environments*
VERONESE, LUCAS DE PAULA, AUAT CHEEIN, FERNANDO, BASTOS-FILHO, TEODIANO, Alberto Ferreira De Souza, DE AGUIAR, EDILSON
Journal of Field Robotics, Vol. 33, pp. 946-966
Intelligent trading architecture
Freitas, Fabio Daros, FREITAS, CHRISTIAN DAROS, Alberto Ferreira De Souza
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, Vol. 28, pp. 929-943
Traffic Sign Recognition with WiSARD and VG-RAM Weightless Neural Networks
Mariella Berger, Avelino Forechi, Alberto Ferreira De Souza, Jorcy de Oliveira Neto, Lucas de Paula Veronese, Victor Neves, Edilson de Aguiar, Claudine Badue
Journal of Network and Innovative Computing, Vol. 1, pp. 87-98
Avaliação do risco da arrecadação federal por meio de macrocarteiras de tributos
FREITAS, FÁBIO DAROS DE, BRITO NETO, CHRISTÓVÃO THIAGO DE, Alberto Ferreira De Souza
Revista de Administração Pública (Impresso), Vol. 46, pp. 93-123
Fast learning and predicting of stock returns with virtual generalized random access memory weightless neural networks
Alberto Ferreira De Souza, Freitas, Fabio Daros, COELHO DE ALMEIDA, ANDRÉ GUSTAVO
Concurrency and Computation, Vol. 24, pp. 921-933
Análise e Controle do Risco da Arrecadação Federal Através de Macrocarteiras de Tributos
Fábio Daros de Freitas, Christóvão Thiago de Brito Neto, Alberto Ferreira De Souza, Patrick Marques Ciarelli
Pesquisa Operacional para o Desenvolvimento, Vol. 3, pp. 141-159
FACIAL ACCESS CONTROL BASED ON VG-RAM WEIGHTLESS NEURAL NETWORKS
Jairo Lucas de Moraes, Alberto Ferreira De Souza, Claudine Santos Baduê
ICAI 2011 : proceedings of the 2011 international conference on artificial intelligence (Las Vegas NV, July 18-21, 2011), Vol. 7p, pp. 444-450
Automated multi-label text categorization with VG-RAM weightless neural networks
Alberto Ferreira De Souza, Pedroni, Felipe, Oliveira, Elias, Ciarelli, Patrick M., Henrique, Wallace Favoreto, Veronese, Lucas, Claudine Badue
NEUROCOMPUTING, Vol. 72, pp. 2209-2217
Prediction-based portfolio optimization model using neural networks
Freitas, Fabio D., Alberto Ferreira De Souza, Ailson Rosetti de Almeida
Neurocomputing (Amsterdam), Vol. 72, pp. 2155-2170
Multi-Label Text Categorization with a Data Correlated VG-RAM Weightless Neural Network
Alberto Ferreira De Souza, Bruno Zanetti Melotti, Claudine Badue
International Journal of Computer Information Systems and Industrial Management Applications, Vol. 1, pp. 155-169
Multi-Label Text Categorization Using a Probabilistic Neural Network
Patrick Marques Ciarelli, Elias Silva de Oliveira, Claudine Badue, Alberto Ferreira De Souza
International Journal of Computer Information Systems and Industrial Management Applications, Vol. 1, pp. 133/9-144
Introduction to the Special Issue on the 18th International Symposium on Computer Architecture and High Performance Computing
Alberto Ferreira De Souza, Rajkumar Buyya
International Journal of Parallel Programming, Vol. 36, pp. 163-165
Dynamic Instruction Scheduling in a Trace-based Multi-threaded Architecture
Peter Rounce, Alberto Ferreira De Souza
International Journal of Parallel Programming, Vol. 36, pp. 184-205
O Efeito da Latência no Desempenho da Arquitetura DTSVLIW
Fernando Líbio Leite Almeida, Christian Daros de Freitas, Alberto Ferreira De Souza, Neyval Costa Reis Júnior
Revista Engenharia, Ciência & Tecnologia, Vol. 7, pp. 39-52
Parallel Performance of a 3D Navier-Stokes Solution Algorithm for Clusters of Workstations
Edilson Luiz do Nascimento, Neyval Costa Reis Júnior, Alberto Ferreira De Souza, Jane Meri Santos
Revista Engenharia, Ciência & Tecnologia, Vol. 7, pp. 47-56
Using Weightless Neural Networks for Vergence Control in an Artificial Vision System
Karin Satie Komati, Alberto Ferreira De Souza
Applied Bionics and Biomechanics, Vol. 1, pp. 21-32
Dynamically Scheduling VLIW Instructions
Alberto Ferreira De Souza, Peter Rounce
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, Vol. 60, pp. 1480-1511
On the balance of VLIW architectures
Alberto Ferreira De Souza
Journal of Systems Architecture, Vol. 43, pp. 15-22
Micro-instruction placement by simulated annealing
Edil Severiano Tavares Fernandes, Alberto Ferreira De Souza, Valmir Carneiro Barbosa, Nelson Quilula Vasconcelos
Microprocessing and Microprogramming, Vol. 32, pp. 23-28
MPH - A Hybrid Parallel Machine
FERNANDES, E.S.T., DE AMORIM, C.L., BARBOSA, V.C., FRANCA, F.M.G., Alberto Ferreira De Souza
Microprocessing and Microprogramming, Vol. 25, pp. 229-232
136 Conference Papers
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions
Sérgio S. Mucciaccia, PAIXÃO, THIAGO, MUTZ, FILIPE, Alberto Ferreira De Souza, BADUE, C., OLIVEIRA-SANTOS, THIAGO
International Conference on Computational Linguistics, Abu Dhabi
Evaluating Transformer-Based Architectures for Simultaneous Audio Speech Transcription and Background Audio Captioning
SILVA, JOÃO VITOR R. DA, BOLDT, FRANCISCO DE ASSIS, SOUZA JR, LUIS A., BERGER, MARIELLA, FRIZERA, ANSELMO, Alberto Ferreira De Souza, Thiago Oliveira dos Santos, BADUE, CLAUDINE
Seminário Integrado de Software e Hardware, Brasil
Integrating Neural Language Models in Clinical Practice: A Case Study on Chronic Kidney Disease Consultations
NEVES, VICTOR NASCIMENTO, BADUE, C., CALENZANI, JOAO FELIPE GOBETI, RAMOS, LUCAS THOM, OLIVEIRA-SANTOS, THIAGO, Alberto Ferreira De Souza
International Joint Conference on Neural Networks (IJCNN), Roma
PeterAI: An AI Multi-Agent Framework for Personalized Investment Consultancy
Alefe Vitor A. Gadioli, Pedro Azevedo, Anselmo Frizera-Neto, Alberto Ferreira De Souza, OLIVEIRA-SANTOS, THIAGO, BADUE, C.
International Conference on Neural Information Processing, Okinawa
A Mobile Application for Speed Bump Sign Detection Using Neural Networks
SCHREIBER, MATHEUS MEIER, Alberto Ferreira De Souza, BADUE, CLAUDINE, Thiago Oliveira dos Santos
2024 International Joint Conference on Neural Networks (IJCNN), Yokohama
A Study on the Effectiveness of GPT-4V in Classifying Driver Behavior Captured on Video Using Just a Few Frames per Video
CALENZANI, JOAO FELIPE GOBETI, NEVES, VICTOR NASCIMENTO, RAMOS, LUCAS THOM, JUNIOR, LAURO J LYRIO, MAGNAGO, LUIZ C S, BADUE, CLAUDINE, Thiago Oliveira dos Santos, Alberto Ferreira De Souza
2024 International Joint Conference on Neural Networks (IJCNN), Yokohama
Analysis of Bias in GPT Language Models through Fine-tuning Containing Divergent Data
TURI, LEANDRO FURLAM, CAVALINI, ATHUS, COMARELA, GIOVANNI, Thiago Oliveira dos Santos, BADUE, CLAUDINE, Alberto Ferreira De Souza
2024 International Joint Conference on Neural Networks (IJCNN), Yokohama
Lane Marking Detection and Classification using Spatial-Temporal Feature Pooling
TABELINI, LUCAS, BERRIEL, RODRIGO, Alberto Ferreira De Souza, BADUE, CLAUDINE, Thiago Oliveira dos Santos
2022 International Joint Conference on Neural Networks (IJCNN), Padua
Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study
NAVARRO, LETICIA C., AMORIM, LUCAS L., BERRIEL, RODRIGO, PAIXAO, THIAGO M., RAMPINELLI, VINICIUS, WASEM, LUIZ A., QUARESMA, LUCAS, BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Natal
A Method to Estimate COVID-19 Contamination Risk Based on Social Distancing and Face Mask Detection Using Convolutional Neural Networks
PASSAMANI, CEZAR AUGUSTO GOBBO, NEVES, VICTOR NASCIMENTO, JUNIOR, LAURO JOSE LYRIO, Thiago Oliveira dos Santos, BADUE, CLAUDINE, Alberto Ferreira De Souza
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Natal
Path Planning in Unstructured Urban Environments for Self-driving Cars
MORAES, GABRIEL, BADUE, CLAUDINE, GUIDOLINI, RÂNIK, Thiago Oliveira dos Santos, MOZART, ANDERSON, Alberto Ferreira De Souza, CARDOSO, VINICIUS
18th International Conference on Informatics in Control, Automation and Robotics, Online Streaming
Visual Global Localization Based on Deep Neural Netwoks for Self-Driving Cars
CAVALCANTE, THIAGO GONCALVES, Thiago Oliveira dos Santos, Alberto Ferreira De Souza, BADUE, CLAUDINE, FORECHI, AVELINO
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen
Detecting Cancerous Tissue in Mammograms Using Deep Neural Networks
PANCERI, SABRINA S., MUTZ, FILIPE, CARDOSO, VINICIUS B., CARNEIRO, RAPHAEL V., Thiago Oliveira dos Santos, BADUE, CLAUDINE, Alberto Ferreira De Souza
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen
PolyLaneNet: Lane Estimation via Deep Polynomial Regression
TABELINI, LUCAS, BERRIEL, RODRIGO, PAIXAO, THIAGO M., BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2020 25th International Conference on Pattern Recognition (ICPR), Milan
Deep Learning-based Type Identification of Volumetric MRI Sequences
VIEIRA DE MELLO, JEAN PABLO, PAIXAO, THIAGO M., BERRIEL, RODRIGO, REYES, MAURICIO, BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2020 25th International Conference on Pattern Recognition (ICPR), Milan
Long-Term Map Maintenance in Complex Environments
Josias Oliveira, MUTZ, FILIPE, FORECHI, AVELINO, AZEVEDO, PEDRO, Thiago Oliveira dos Santos, Alberto Ferreira De Souza, BADUE, CLAUDINE
Brazilian Conference on Intelligent Systems, Virtual Event
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, PAIXÃO, THIAGO, Claudine Badue, OLIVEIRA-SANTOS, THIAGO, Alberto Ferreira De Souza
30th International Conference on Artificial Neural Networks, Bratislava, Slovakia
A Machine Learning-based System for Financial Fraud Detection
ANDRADE, JOÃO PAULO A., PAULUCIO, LEONARDO S., PAIXÃO, THIAGO M., BERRIEL, RODRIGO F., CARNEIRO, TERESA CRISTINA JANES, CARNEIRO, RAPHAEL V., Alberto Ferreira De Souza, BADUE, CLAUDINE, Thiago Oliveira dos Santos
Encontro Nacional de Inteligência Artificial e Computacional, Brasil
Keep your Eyes on the Lane: Real-time Attention-guided Lane Detection
TABELINI, LUCAS, BERRIEL, RODRIGO, PAIXAO, THIAGO M., BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning
PAIXAO, THIAGO M., BERRIEL, RODRIGO F., BOERES, MARIA C. S., KOERICH, ALESSANDRO L., BADUE, CLAUDINE, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle
Product Categorization by Title Using Deep Neural Networks as Feature Extractor
PAULUCIO, LEONARDO S., PAIXAO, THIAGO M., BERRIEL, RODRIGO F., Alberto Ferreira De Souza, BADUE, CLAUDINE, Thiago Oliveira dos Santos
2020 International Joint Conference on Neural Networks (IJCNN), Glasgow
A Large-Scale Mapping Method Based on Deep Neural Networks Applied to Self-Driving Car Localization
CARDOSO, VINICIUS B., OLIVEIRA, ANDRE SEIDEL, FORECHI, AVELINO, AZEVEDO, PEDRO, MUTZ, FILIPE, Thiago Oliveira dos Santos, BADUE, CLAUDINE, Alberto Ferreira De Souza
2020 International Joint Conference on Neural Networks (IJCNN), Glasgow
Image-Based Real-Time Path Generation Using Deep Neural Networks
MORAES, GABRIEL, MOZART, ANDERSON, AZEVEDO, PEDRO, PIUMBINI, MARCOS, CARDOSO, VINICIUS B., Thiago Oliveira dos Santos, Alberto Ferreira De Souza, BADUE, CLAUDINE
2020 International Joint Conference on Neural Networks (IJCNN), Glasgow
Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks
Pedro Azevedo, Sabrina Panceri, Rânik Guidolini, Vinicius Cardoso, Claudine Badue, Thiago Oliveira dos Santos, Alberto Ferreira De Souza
2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night
Vinicius Arruda, Thiago Paixão, Rodrigo Berriel, Alberto Ferreira De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira dos Santos
2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary
Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images
Lucas Tabelini Torres, Thiago Paixão, Rodrigo Berriel, Alberto Ferreira De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira dos Santos
2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary
Removing Movable Objects from Grid Maps of Self-Driving Cars Using Deep Neural Networks
Rânik Guidolini, Raphael Vivacqua Carneiro, Thiago Oliveira dos Santos, Claudine Badue, Alberto Ferreira De Souza
2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary
Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars
Lucas Possatti, Rânik Guidolini, Vinicius Cardoso, Rodrigo Berriel, Thiago Paixão, Claudine Badue, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2019 International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary
Relevant Traffic Light Localization via Deep Regression
FREITAS, RAFAEL, PAIXÃO, THIAGO, BERRIEL, RODRIGO, Alberto Ferreira De Souza, BADUE, CLAUDINE, SANTOS, THIAGO
Encontro Nacional de Inteligência Artificial e Computacional, Brasil
Simple and Effective Load Volume Estimation in Moving Trucks using LiDARs
AMORIM, LUCAS L., MUTZ, FILIPE, Alberto Ferreira De Souza, BADUE, CLAUDINE, Thiago Oliveira dos Santos
2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Rio de Janeiro
Visual Global Localization with a Hybrid WNN-CNN Approach
Avelino Forechi, Thiago Oliveira Santos, Claudine Badue, Alberto Ferreira De Souza
2018 International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro
Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data
Jacson Rodrigues Correia da Silva, BERRIEL, RODRIGO F., Claudine Badue, Alberto Ferreira De Souza, Thiago Oliveira Santos
2018 International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro
Mapping Road Lanes Using Laser Remission and Deep Neural Networks
Raphael Vivacqua Carneiro, Rafael Correia Nascimento, Rânik Guidolini, Vinicius Cardoso, Thiago Oliveira Santos, Claudine Badue, Alberto Ferreira De Souza
2018 International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro
Heading Direction Estimation Using Deep Learning with Automatic Large-scale Data Acquisition
BERRIEL, RODRIGO F., L. T. Torres, Vinicius Cardoso, Rânik Guidolini, Claudine Badue, Alberto Ferreira De Souza, Thiago Oliveira Santos
2018 International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro
Handling Pedestrians in Crosswalks Using Deep Neural Networks in the IARA Autonomous Car
Rânik Guidolini, Lucas Grigoleto Scart, Luan F. R. Jesus, Vinicius Cardoso, Claudine Badue, Thiago Oliveira Santos, Alberto Ferreira De Souza
2018 International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro
Analysing rotation-invariance of a log-polar transformation in convolutional neural networks
M. Amorim, F. D. Bortoloti, Ciarelli, Patrick M., Oliveira, Elias, Alberto Ferreira De Souza
2018 International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro
Obtaining evidence of learning in digital games through a deep learning neural network to classify facial expressions of the players
Heraclito Amancio Pereira Junior, Crediné Silva de Menezes, Alberto Ferreira De Souza
IEEE Frontiers in Education Conference (FIE), San Jose, CA/USA
A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents
PAIXAO, THIAGO M., BERRIEL, RODRIGO F., BOERES, MARIA C.S., Claudine Badue, Alberto Ferreira De Souza, Thiago Oliveira dos Santos
2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Paraná
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 Ferreira De Souza
2017 IEEE International Conference on Robotics and Automation, Singapura
Neural-Based Model Predictive Control for Tackling Steering Delays of Autonomous Cars
Rânik Guidolini, Alberto Ferreira De Souza, Filipe Wall Mutz, Claudine Badue
2017 International Joint Conference on Neural Networks, Alaska
Following the Leader using a Tracking System based on Pre-trained Deep Neural Networks
Filipe Wall Mutz, Vinicius Cardoso, Thomas Teixeira, Luan F. R. Jesus, Michael Gonçalves, Rânik Guidolini, Josias Oliveira, Claudine Badue, Alberto Ferreira De Souza
2017 International Joint Conference on Neural Networks, Alaska
Monitoramento dos Movimentos dos Olhos para Apoiar a Avaliação da Aprendizagem em Jogos Digitais
Heraclito Amancio Pereira Junior, Crediné Silva de Menezes, Alberto Ferreira De Souza
Simpósio Brasileiro de Informática na Educação (SBIE), Recife, Brasil
Sequential Appearance-Based Global Localization Using an Ensemble of kNN-DTW Classifiers
Avelino Forechi, Alberto Ferreira De Souza, Claudine Badue, Thiago Oliveira Santos
International Joint Conference on Neural Networks - IJCNN'2016, Vancouver
Simulating Robotic Cars Using Time-Delay Neural Networks
Alberto Ferreira De Souza, Jacson Rodrigues Correia da Silva, Filipe Wall Mutz, Claudine Badue, Thiago Oliveira Santos
International Joint Conference on Neural Networks - IJCNN'2016, Vancouver
A Dataset for Improved RGBD-Based Object Detection and Pose Estimation for Warehouse Pick-And-Place
Colin Rennie, Rahul Shome, Kostas Bekris, Alberto Ferreira De Souza
IEEE International Conference on Robotics and Automation - ICRA'2016, Stockholm, Sweden
Evaluating End-Effector Modalities for Warehouse Picking: A Vacuum Gripper vs a 3-Finger Underactuated Hand
Zakary Littlefield, Shaojun Zhu, Chris Kourtev, Zacharias Psarakis, Rahul Shome, Andrew Kimmel, Andrew Dobson, Alberto Ferreira De Souza, Kostas Bekris
12th Conference on Automation Science and Engineering - CASE'2016, Fort Worth, TX - USA
A Simple Yet Effective Obstacle Avoider for the IARA Autonomous Car
Rânik Guidolini, Claudine Badue, Mariella Berger, Alberto Ferreira De Souza
IEEE Intelligent Transportation Systems Conference, Rio de Janeiro
A Light-Weight Yet Accurate Localization System for Autonomous Cars in Large-Scale and Complex Environments
Lucas de Paula Veronese, Jose Guivant, Fernando A. Auat Cheein, Thiago Oliveira Santos, Filipe Wall Mutz, Edilson de Aguiar, Claudine Badue, Alberto Ferreira De Souza
IEEE Intelligent Transportation Systems Conference
Methodology and a technological framework to maximize learning in a development of serious games distance course and the evaluation of learning
Heraclito Amancio Pereira Junior, Crediné Silva de Menezes, Alberto Ferreira De Souza
IEEE Frontiers in Education Conference (FIE), Erie PA/USA
A Computational Architecture for Learning Analytics in Game-Based Learning
PEREIRA, HERACLITO A., Alberto Ferreira De Souza, MENEZES, CREDINE S. DE
2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT), Austin
Image-based mapping, global localization and position tracking using VG-RAM weightless neural networks
LYRIO, LAURO J., Thiago Oliveira Santos, Claudine Badue, Alberto Ferreira De Souza
2015 IEEE International Conference on Robotics and Automation (ICRA), Seattle
Re-Emission and Satellite Aerial Maps Applied to Vehicle Localization on Urban Environments
Lucas de Paula Veronese, Edilson de Aguiar, Rafael Correia Nascimento, Jose Guivant, Fernando A. Auat Cheein, Alberto Ferreira De Souza, Thiago Oliveira Santos
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Hamburg
Detecção e Rastreamento de Veículos em Movimento para Automóveis Robóticos Autônomos
Eduardo Max Amaro Amaral, Claudine Badue, Thiago Oliveira Santos, Alberto Ferreira De Souza
XII Simpósio Brasileiro de Automação Inteligente - SBAI, Natal
Improved Global Urban Localization Based on Road Maps and 3D Detection of Road Intersections
Lucas de Paula Veronese, Jose Guivant, Alberto Ferreira De Souza
Australasian Conference on Robotics and Automation - ACRA'2015, Canberra
Compressing VG-RAM WNN Memory for Lightweight Applications
Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto Ferreira De Souza, Claudine Badue, Thiago Oliveira Santos
International Joint Conference on Neural Networks (IJCNN 2014), Beijin
Image-Based Global Localization Using VG-RAM Weightless Neural Networks
Lauro J. Lyrio Jr., Thiago Oliveira Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto Ferreira De Souza
International Joint Conference on Neural Networks (IJCNN 2014), Beijin
Programming a VG-RAM Based Neural Network Computer
Alberto Ferreira De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira Santos, Claudine Badue
International Joint Conference on Neural Networks (IJCNN 2014), Beijin
Proposal of a Brain Computer Interface to command an autonomous car
CASTILLO, JAVIER, MULLER, SANDRA, CAICEDO, EDUARDO, Alberto Ferreira De Souza, BASTOS, TEODIANO
5th IEEE Biosignals and Biorobotics conference (BRC 2014), Salvador
A Motion Planner for Car-Like Robots Based on Rapidly-Exploring Random Trees
Rômulo Radaelli, Claudine Badue, Michael Gonçalves, Thiago Oliveira Santos, Alberto Ferreira De Souza
Ibero-American Conference on Artificial Intelligence (IBERAMIA), Santiago
Traffic sign detection with VG-RAM weightless neural networks
Alberto Ferreira De Souza, Cayo Fontana, MUTZ, FILIPE, DE OLIVEIRA, TIAGO ALVES, BERGER, MARIELLA, Avelino Forechi, DE OLIVEIRA NETO, JORCY, DE AGUIAR, EDILSON, Claudine Badue
2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas), Dallas
Real-time road surface mapping using stereo matching, v-disparity and machine learning
AZEVEDO, VITOR B., Alberto Ferreira De Souza, VERONESE, LUCAS P., Claudine Badue, BERGER, MARIELLA
2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas), Dallas
V?Ger: Virtual Generalizing Random Access Memory Weightless Neural Network Computer
Alberto Ferreira De Souza
The 2013 International Joint Conference on Neural Networks, Dallas, Texas
Sound-based Environment Recognition for Constraining Assistive Robotic Navigation using Articial Neural Networks
Eduardo Gonzalez Vidal, Ernesto Fredes Zarricueta, Pablo Prieto, Alberto Ferreira De Souza, Teodiano Bastos Filho, Edilson de Aguiar, Fernando A. Auat Cheein
Australasian Conference on Robotics and Automation (ACRA), Sydney, Australia
An Algorithm for Near-Field to Far-Field Transformations using Spherical-Wave Expansions
Andrea Maria Pedrosa Valli, Lucia Catabriga, Alberto Ferreira De Souza
Congresso de Matemática Aplicada e Computacional - CMAC Centro-Oeste, Cuibá, MT
System architecture for on-line optimization of automated trading strategies
Freitas, Fabio Daros, FREITAS, CHRISTIAN DAROS, Alberto Ferreira De Souza
the 6th Workshop, Denver
Evaluation of Two Parallel Finite Element Implementations of the Time-Dependent Advection Diffusion Problem: GPU versus Cluster Considering Time and Energy Consumption
Alberto Ferreira De Souza, Veronese, Lucas, Claudine Badue, Lucia Catabriga
10th International Meeting on High-Performance Computing for Computational Science (VECPAR), Kobe, Japão
Parallel Numerical Simulation of Navier-Stokes and transport equations on GPUs
Wesley dos Santos Menenguci, Lucia Catabriga, Alberto Ferreira De Souza, Andrea Maria Pedrosa Valli
10th International Meeting on High-Performance Computing for Computational Science (VECPAR), Kobe, Japão
Stereo Matching with VG-RAM Weightless Neural Networks
Lucas de Paula Veronese, Lauro José Lyrio Jr, Filipe Wall Mutz, Jorcy de Oliveira Neto, Vitor Barbirato Azevedo, Mariella Berger, Alberto Ferreira De Souza, Claudine Badue
12th International Conference on Intelligent Systems Design and Applications (ISDA), Kochi
Traffic sign recognition with VG-RAM Weightless Neural Networks
BERGER, MARIELLA, Avelino Forechi, Alberto Ferreira De Souza, NETO, JORCY DE OLIVEIRA, Veronese, Lucas, Claudine Badue
2012 12th International Conference on Intelligent Systems Design and Applications (ISDA), Kochi
A biology-based template-matching framework
FILHO, HELIO PERRONI, Alberto Ferreira De Souza
2012 12th International Conference on Intelligent Systems Design and Applications (ISDA), Kochi
Facial Access Control Based On VG-RAM Weightless Neural Networks
Jairo Lucas de Moraes, Alberto Ferreira De Souza, Claudine Badue
13th International Conference on Artificial Intelligence, Las Vegas, Nevada, USA
Parallel Implementations of the CSBP Stereo Vision Algorithm
Lucas Veronese, Lauro J. Lyrio Jr., Jorcy de Oliveira Neto, Avelino Forechi, Claudine Badue, Alberto Ferreira De Souza
XII Simpósio em Sistemas Computacionais, Vitória-ES
High performance prediction of stock returns with VG-RAM weightless neural networks
Alberto Ferreira De Souza, Fabio Daros de Freitas, Andre Gustavo Coelho de Almeida
High Performance Computational Finance (WHPCF), 2010 IEEE Workshop on, New Orleans
The Dynamic Block Remapping Cache
Felipe Thomaz Pedroni, Alberto Ferreira De Souza, Claudine Badue
22nd International Symposium on Computer Architecture and High Performance Computing - SBAC-PAD'2010, Petrópolis
VG-RAM WNN Approach to Monocular Depth Perception
Hélio Perroni Filho, Alberto Ferreira De Souza
17th International Conference on Neural Information Processing - ICONIP'2010, Sydney, Australia
Evaluation of Two Parallel Finite Element Implementations of the Time-Dependent Advection Diffusion Problem: CUDA versus MPI
Lucas Veronese, Leonardo Muniz, Alberto Ferreira De Souza, Lucia Catabriga
ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis - SC'2010, New Orleans, LA, USA
Análise do processamento paralelo em Clusters multicore na simulação de escoamento míscivel implementado pelo método dos elementos finitos
Adriana C. Barbosa, Lucia Catabriga, Alberto Ferreira De Souza, Andrea Maria Pedrosa Valli
X Workshop em Sistemas Computacionais de Alto Desempenho, São Paulo
Implementação Paralela em C+CUDA de um Categorizador Multi-Rótulo de Texto Baseado no Algoritmo k-NN
Lucas Veronese, Alberto Ferreira De Souza, Claudine Badue, Elias Silva de Oliveira
X Workshop em Sistemas Computacionais de Alto Desempenho, São Paulo
Implementação Paralela em C+CUDA de uma Rede Neural Probabilística
Lucas Veronese, Alberto Ferreira De Souza, Claudine Badue, Elias Silva de Oliveira
X Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD-WIC
Implementation in C+CUDA of Multi-Label Text Categorizers
Lucas Veronese, Alberto Ferreira De Souza, Claudine Badue, Elias Silva de Oliveira, Ciarelli, Patrick M.
NVIDIA Research Summit, San Jose
Implementation of a Biologically Inspired Stereoscopic Vision Model in C+CUDA
Camilo A. Carvalho, Alberto Ferreira De Souza, Lucas Veronese, Hallysson Oliveira
NVIDIA Research Summit, San Jose
Evaluation of Parallel Simulations on Multi-core clusters of miscible displacement applications
Adriana C. Barbosa, Lucia Catabriga, Andrea Maria Pedrosa Valli, Alberto Ferreira De Souza
XXX Iberian Latin American Congress on Computational Methods in Engineering, Armação de Búzios
Previsão da Arrecadação Federal com Redes Neurais
Freitas, Fabio D., Ciarelli, Patrick M., Alberto Ferreira De Souza
IX Congresso Brasileiro de Redes Neurais, Ouro Preto
Face Recognition with VG-RAM Weightless Neural Networks
Alberto Ferreira De Souza, Claudine Badue, Felipe Thomaz Pedroni, Elias Silva de Oliveira, Stiven Schwanz Dias, Hallysson Oliveira, Sotério Ferreira de Souza
18th international conference on Artificial Neural Networks, Prague, Czech Republic
DTSD: Uma Arquitetura com Mecanismo Híbrido de Execução
Fernado Líbio Leite Almeida, Alberto Ferreira De Souza, Edil Severiano Tavares Fernandes
IX Workshop em Sistemas Computacionais de Alto Desempenho (WSCAD-SSC), Campo Grande - MS
Hardware Supported Synchronization Primitives for Clusters
Alberto Ferreira De Souza, Sotério Ferreira de Souza, Claudio Luiz de Amorim, Priscila Machado Vieira Lima, Peter Rounce
International Conference on Parallel and Distributed Processing Techniques and Applications, Las Vegas
Improving VG-RAM WNN Multi-label Text Categorization via Label Correlation
Alberto Ferreira De Souza, Claudine Badue, Bruno Zanetti Melotti, Felipe Thomaz Pedroni, Fernando Líbio Leite Almeida
Eighth International Conference on Intelligent Systems Design and Applications - ISDA 2008, Kaohsiung - Taiwan (Formosa)
A Comparison between a KNN Based Approach and a PNN Algorithm for a Multi-label Classification Problem
Elias Silva de Oliveira, Ciarelli, Patrick M., Claudine Badue, Alberto Ferreira De Souza
Eighth International Conference on Intelligent Systems Design and Applications - ISDA 2008, Kaoshiung - Taiwan (Formosa)
Multi-label Text Categorization Using VG-RAM Weightless Neural Networks
Claudine Badue, Felipe Thomaz Pedroni, Alberto Ferreira De Souza
10th Brazilian Symposium on Neural Networks, Salvador
Using a Probabilistic Neural Network for a Large Multi-label Problem
Elias Silva de Oliveira, Ciarelli, Patrick M., Alberto Ferreira De Souza, Claudine Badue
10th Brazilian Symposium on Neural Networks, Salvador
Visão artificial na medição e controle da produção e fluxo de materiais - do manuseio de granel até as linhas de produção
Alberto Ferreira De Souza, Franco Machado
XXVI Seminário de Logística, Vitória
Intelligent Classification of Economic Activities from Free Text Descriptions
Elias Silva de Oliveira, Patrick Marques Ciarelli, Wallace F. Henrique, Lucas Veronese, Felipe Thomaz Pedroni, Alberto Ferreira De Souza
V Workshop em Tecnologia da Informação e da Linguagem Humana, Rio de Janeiro
Automated Free Text Classification of Economic Activities using VG-RAM Weightless Neural Networks
Alberto Ferreira De Souza, Felipe Thomaz Pedroni, Elias Silva de Oliveira, Patrick Marques Ciarelli, Wallace F. Henrique, Lucas Veronese
7th International Conference on Intelligent Systems Design and Applications, Rio de Janeiro
Integração do Cluster Enterprise ao Grid Sinergia
Renato Luiz de Freitas Cunha, Alberto Ferreira De Souza
VII Workshop em Sistemas Computacionais de Alto Desempenho, Ouro Preto
A Prediction-Based Portfolio Optimization Model
Fabio Daros de Freitas, Alberto Ferreira De Souza, Ailson Rosetti de Almeida
5th International Symposium on Robotics and Automation, Cidade do México
Um Modelo de Otimização de Carteiras Baseado em Predição
Fabio Daros de Freitas, Alberto Ferreira De Souza, Ailson Rosetti de Almeida
XXXVIII Simpósio Brasileiro de Pesquisa Operacional, Goiania
The mDTSVLIW: A Multi-Threaded Trace-Based VLIW Architecture
Peter Rounce, Alberto Ferreira De Souza
18th International Symposium on Computer Architecture and High Performance Computing - SBAC-PAD '2006, Ouro Preto
Improving VG-RAM Neural Networks Performance Using Knowledge Correlation
Raphael Vivacqua Carneiro, Stiven Schwanz Dias, Dijalma Fardim Júnior, Hallysson Oliveira, Artur d'Avila Garcez, Alberto Ferreira De Souza
13th International Conference on Neural Information Processing - ICONIP 2006, Hong Kong, China
Autoregressive Neural Network Predictors in the Brazilian Stock Market
Fabio Daros de Freitas, Alberto Ferreira De Souza, Ailson Rosetti de Almeida
VII Simpósio Brasileiro de Automação Inteligente, São Luís - Maranhão
Avaliação de Preditores Neurais Auto-regressivos no Mercado de Ações
Fabio Daros de Freitas, Alberto Ferreira De Souza, Ailson Rosetti de Almeida
VII Congresso Brasileiro de Redes Neurais (VII CBRN), Natal - Rio Grande do Norte
Uma comparação entre um algoritmo síncrono e um parcialmente assíncrono para solução das equações de Navier-Stokes
Sergio Nery Simões, Alberto Ferreira De Souza, Neyval Costa Reis Júnior, Edilson Luiz do Nascimento
XXVI Iberian Latin-American Congress on Computational Methods in Engineering (CILAMCE 2005), Guarapari - ES
Simulação das grandes escalas turbulentas de um escoamento e dispersão de poluentes ao redor de um obstáculo utilizando processamento paralelo
Edilson Luiz do Nascimento, Neyval Costa Reis Júnior, Alberto Ferreira De Souza, Jane Meri Santos, Flávio Curbani
XXVI Iberian Latin-American Congress on Computational Methods in Engineering (CILAMCE 2005), Guarapari - ES
Modelagem numérica da dispersão atmosférica de poluentes em regiões urbanas de relevo complexo utilizando processamento paralelo e distribuído
Henri Aboud, Neyval Costa Reis Júnior, Alberto Ferreira De Souza, Alexander Barros Silveira, Jane Meri Santos
XXVI Iberian Latin-American Congress on Computational Methods in Engineering (CILAMCE 2005), Guarapari - ES
Algoritmos de mecânica dos fluidos computacional utilizando estratégias de solução para utilização eficiente da memória cache de microprocessadores
João Paulo Angeli, Neyval Costa Reis Júnior, Alberto Ferreira De Souza, Andrea Maria Pedrosa Valli
XXVI Iberian Latin-American Congress on Computational Methods in Engineering (CILAMCE 2005), Guarapari - ES
O Consumo de Energia da Arquitetura DTSVLIW
Felipe Thomaz Pedroni, Alberto Ferreira De Souza
V Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD'2004, Foz do Iguaçu
Uma Arquitetura DTSVLIW com Múltiplos Contextos de Execução
Fernando Líbio Leite Almeida, Alberto Ferreira De Souza
V Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD'2004, Foz do Iguaçu
Single Instruction Fetch Does Not Inhibit Instruction-Level Parallelism
Christian Daros de Freitas, Alberto Ferreira De Souza
Workshop on Exploring the Trace Space for Dynamic Optimization Techniques - in conjunction with the International Conference on Supercomputing, SC2003, San Francisco - California
A Comparative Analysis Between EPIC Static Instruction Scheduling and DTSVLIW Dynamic Instruction Scheduling
Sandro Camata Santana, Alberto Ferreira De Souza
Workshop on Exploring the Trace Space for Dynamic Optimization Techniques - in conjunction with the International Conference on Supercomputing, SC2003, San Francisco - CA - USA
O Efeito da Latência no Desempenho da Arquitetura DTSVLIW
Fernando Líbio Leite Almeida, Alberto Ferreira De Souza
IV Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD'2003, São Paulo
Instalação e Configuração de Clusters de Estações de Trabalho: Experiência do Laboratório de Computação de Alto Desempenho do Departamento de Informática da UFES
Sergio Nery Simões, Sotério Ferreira de Souza, Leonardo Muniz, Dijalma Fardim Júnior, Alberto Ferreira De Souza, Neyval Costa Reis Júnior, Andrea Maria Pedrosa Valli, Lucia Catabriga
IV Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD'2003, São Paulo
Finite Difference Simulations of the Navier-Stokes Equations using Parallel Distributed Computing
João Paulo Angeli, Andrea Maria Pedrosa Valli, Neyval Costa Reis Júnior, Alberto Ferreira De Souza
15th Symposium on Computer Architecture and High Performance Computing, São Paulo
3D Navier-Stokes solution algorithm for Clusters of Workstations
Neyval Costa Reis Júnior, Edilson Luiz do Nascimento, Alberto Ferreira De Souza, Jane Meri Santos
XXIV Iberian Latin-American Congress on Computational Methods in Engineering, Ouro Preto
Numerical Simulations of the NavierStokes Equations using Clusters of workstations
Neyval Costa Reis Júnior, Alberto Ferreira De Souza, Andrea Maria Pedrosa Valli, João Paulo Angeli
XXIV Iberian Latin-American Congress on Computational Methods in Engineering, Ouro Preto
Comparação de Técnicas de Paralelização Aplicadas a Métodos Computacionais para Problemas de Fenômenos de Transporte
Edilson Luiz do Nascimento, Neyval Costa Reis Júnior, Alberto Ferreira De Souza
Encontro Nacional Ciência Térmicas - ENCIT'2002, Caxambu
Vergence Control in a Binocular Vision System using Weightless Neural Networks
Karin Satie Komati, Alberto Ferreira De Souza
International Symposium on Robotics and Automation, Toluca
O Fetch de Uma Instrução Escalar por Ciclo Não Inibe o Paralelismo no Nível de Instrução
Alberto Ferreira De Souza, Christian Daros de Freitas
II Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD'2001, Pirenópolis
Uma Análise Comparativa entre o Escalonamento de Instruções EPIC e o DTSVLIW
Alberto Ferreira De Souza, Sandro Camata Santana
II Workshop em Sistemas Computacionais de Alto Desempenho - WSCAD'2001, Pirenópolis
Improving the DTSVLIW Performance via Block Compaction
Alberto Ferreira De Souza
13th Symposium on Computer Architecture and High Performance Computing - SBAC-PAD'2001, Pirenópolis
Portfolio Selection with Predicted Returns Using Neural Networks
Fabio Daros de Freitas, Alberto Ferreira De Souza, Ailson Rosetti de Almeida, Francisco José Negreiros Gomes
IASTED International Conference on Artificial Intelligence and Applications - AIA'2001, Marbella
Petroleum Reservoir Simulation using Finite Volume Method with Non-Structured Grids and Parallel Distributed Computing
Neyval Costa Reis Júnior, João Paulo Angeli, Alberto Ferreira De Souza, Raul Henriques Cardoso Lopes
22nd. IBERIAN LATIN-AMERICAN CONGRESS ON COMPUTATIONAL METHODS IN ENGINEERING, Campinas
On the Scheduling Algorithm of the Dynamically Trace Scheduled VLIW Architecture
Alberto Ferreira De Souza, Peter Rounce
International Parallel and Distributed Symposium - IPDPS'2000, Cancun
DTSVLIW: VLIW Performance with Sequential Code
Alberto Ferreira De Souza, Peter Rounce
12th Symposium on Computer Architecture and High Performance Computing, São Pedro
Knowledge Extraction from Trained Neural Networks: A Position Paper
Artur d'Avila Garcez, Krysia Broda, Dovi Gabay, Alberto Ferreira De Souza
6th International Conference on Neural Information Processing, Perth - Australia
Dynamically Scheduling the Trace Produced during Program Execution into VLIW Instructions
Alberto Ferreira De Souza, Peter Rounce
13th International Parallel Processing Symposium & 10th Symposium on Parallel and Distributed Processing - IPPS/SPDP'99, San Juan - Puerto Rico
On the Effectiveness of the Scheduling Algorithm of the Dynamically Trace Scheduled VLIW Architecture
Alberto Ferreira De Souza, Peter Rounce
11th Symposium on Computer Architecture and High Performance Computing - SBAC-PAD'99, Natal, RN
Effect of multicycle instructions on the integer performance of the dynamically trace scheduled VLIW architecture
Alberto Ferreira De Souza, Peter Rounce
7th International Conference on High-Performance Computing and Networking, Amsterdam, The Netherlands
SPECint95 Performance of an Implementation of the Dynamically Trace Scheduled VLIW Architecture
Alberto Ferreira De Souza, Peter Rounce
X Simpósio Brasileiro de Arquitetura de Computadores e Processamento de Alto Desempenho - SBAC-PAD'98, Búzios - RJ
Dynamically trace scheduled VLIW architectures
Alberto Ferreira De Souza, Peter Rounce
High-Performance Computing and Networking, International Conference and Exhibition, Amsterdam, The Netherlands
Uma Arquitetura Super Escalar com Multiplos Fluxos de Instrucao
Eliseu Monteiro Chaves Filho, Alberto Ferreira De Souza, Anna Dolejsi Santos, Rafael Santos
VIII Simpósio Brasileiro de Arquitetura de Computadores e Processamento de Alto Desempenho, Recife - PE
Supercomputer Performance with a Workstation Cluster on Dense Matrix Multiplication
Alberto Ferreira De Souza, Fabio Daros de Freitas
Seventh IASTED/ISMM International Conference on Parallel and Distributed Computing and Systems, Washington, D. C. - USA
Determinação dos Parâmetros Ideais de uma Arquitetura VLIW
Alberto Ferreira De Souza, Edil Severiano Tavares Fernandes
VI Simpósio Brasileiro de Arquitetura de Computadores e Processamento de Alto Desempenho - VI SBAC-PAD, Caxambú - MG
Perfil do Curso de Engenharia de Computação da Universidade Federal do Espírito Santo
Alberto Ferreira De Souza, Sebastião Luiz Batista
II Workshop sobre Educação em Informática, Caxambú - MG
O Sistema de Computação Paralela NCP I
Claudio Luiz de Amorim, Ricardo Citro, Alberto Ferreira De Souza, Eliseu Monteiro Chaves Filho
V Simpósio Brasileiro de Arquitetura de Computadores e Processamento de Alto Desempenho, Florianópolis
Micro-instruction Placement by Simulated Annealing
Edil Severiano Tavares Fernandes, Valmir Carneiro Barbosa, Alberto Ferreira De Souza, Nelson Quilula Vasconcelos
7th Symposium on Microprocessing and Microprogramming - EUROMICRO'91, Vienna
Uma Máquina Paralela Híbrida
Alberto Ferreira De Souza
VIII Congresso da Sociedade Brasileira de Computação, Rio de Janeiro
Laboratório para Ensino e Pesquisa em Microprogramação
Alberto Ferreira De Souza, Felipe Maia Galvão França, Edil Severiano Tavares Fernandes
I Seminário Nacional sobre Manutenção de Equipamentos para Ensino e Pesquisa, Rio de Janeiro
10 Books Published or Organized
XXXI Jornadas de Atualização em Informática
Alberto Ferreira De Souza, Renata Galante, Roberto Marcondes Cesar Junior, Aurora Trinidad Ramirez Pozo
Publisher: SBC
Atualizações em Informática 2011
Alberto Ferreira De Souza, Wagner Meira Junior
Publisher: Editora PUC-Rio
XII Simpósio em Sistemas Computacionais
Renato Ferreira, Nicolas Maillard, Alberto Ferreira De Souza, Lucia Catabriga
Publisher: IEEE Computer Society
23rd International Symposium on Computer Architecture and High Performance Computing
Jean-Luc Gaudiot, Alba Cristina M A Melo, Alberto Ferreira De Souza, Lucia Catabriga
Publisher: IEEE Computer Society
Intelligent Text Categorization and Clustering
Nadia Nedjah, Luiza M. Mourelle, Janusz Kacprzyk, Felipe Maia Galvão França, Alberto Ferreira De Souza
Publisher: Springer
Proceedings of the 18th International Symposium on Computer Architecture and High Performance Computing - SBAC-PAD'2006
Alberto Ferreira De Souza, Rajkumar Buyya, Wagner Meira Junior
Publisher: IEEE Computer Society
UFES: Planejamento Estratégico 2005-2010
Alberto Ferreira De Souza, Aminthas Loureiro Júnior, Geraldo Carrareto, Marcelo Saba Fonseca, Oswaldo Paiva Modenesi Martins da Cunha, Rogério Monteiro
Publisher: Editora Universidade Federal do Espírito Santo
Proceedings of the 14th Symposium on Computer Architecture and High Performance Computing
Alberto Ferreira De Souza, Claudio Luiz de Amorim, Neyval Costa Reis Júnior
Publisher: IEEE Computer Society
Anais do III Workshop em Sistemas Computacionais de Alto Desempenho
Alberto Ferreira De Souza, Cesar Augusto Fonticielha De Rose, Neyval Costa Reis Júnior
Publisher: Sociedade Brasileira de Computação
Anais do II Workshop em Sistemas Computacionais de Alto Desempenho
Alba Cristina M A Melo, Alberto Ferreira De Souza, Mário Antônio R Dantas
Publisher: Universidade de Brasília
4 Book Chapters
Um algoritmo baseado em técnicas de agrupamento para detecção de anomalias em séries temporais
E. G. S. Nascimento, Orivaldo de Lira Tavares, RICARDO SHITSUKA, Alberto Ferreira De Souza, DORLIVETE MOREIRA SHITSUKA
In: Estudos e Práticas de Aprendizagem de Matemática e Finanças com Apoio de Modelagem (Ciência Moderna)
Evaluation of Two Parallel Finite Element Implementations of the Time-Dependent Advection Diffusion Problem: GPU versus Cluster Considering Time and Energy Consumption
Alberto Ferreira De Souza, Veronese, Lucas, Lima, Leonardo M., Claudine Badue, Lucia Catabriga
In: Lecture Notes in Computer Science (Springer Berlin Heidelberg)
VG-RAM Weightless Neural Networks for Face Recognition
Alberto Ferreira De Souza, Claudine Badue, Felipe Thomaz Pedroni, Stiven Schwanz Dias, Hallysson Oliveira, Sotério Ferreira de Souza
In: Face Recognition (Intechweb)
Arquitetura do Sistema Visual Humano: Uma Abordagem Computacional
Dijalma Fardim Júnior, Karin Satie Komati, Alberto Ferreira De Souza
In: III Escola Regional de Informática RJ/ES (Sociedade Brasileira de Computação)