BRACIS

Publications

2020

Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm. BRACIS (2020)
Taynan Maier Ferreira, Anna Helena Reali Costa
DeepBT and NLP Data Augmentation Techniques: A New Proposal and a Comprehensive Study. BRACIS (2020)
Ruan Chaves Rodrigues, Acquila Santos Rocha, Marcelo Akira Inuzuka, Hugo Alexandre Dantas do Nascimento
Domain Adaptation of Transformers for English Word Segmentation. BRACIS (2020)
Victor O. Costa, Felipe Martins Müller
On the Multiple Possible Adaptive Mechanisms of the Continuous Ant Colony Optimization. BRACIS (2020)
Bianca da Rocha Bartolomei, Isabela Neves Drummond
Authorship Attribution of Brazilian Literary Texts Through Machine Learning Techniques. BRACIS (2020)
Geovani L. Martins, Daniel S. Ferreira, Fátima N. S. de Medeiros, Geraldo L. B. Ramalho
Ensemble of Algorithms for Multifocal Cervical Cell Image Segmentation. BRACIS (2020)
Gabriel Fontes da Silva, Leila Silva, André Britto
Dynamic Software Project Scheduling Problem with PSO and Dynamic Strategies Based on Memory. BRACIS (2020)
Victor O. Costa, Felipe Martins Müller
Evaluation of Metaheuristics in the Optimization of Laguerre-Volterra Networks for Nonlinear Dynamic System Identification. BRACIS (2020)
Thiago Raulino Dal Pont, Isabela Cristina Sabo, Jomi Fred Hübner, Aires José Rover
Impact of Text Specificity and Size on Word Embeddings Performance: An Empirical Evaluation in Brazilian Legal Domain. BRACIS (2020)
Elias P. Medeiros, Daniel S. Ferreira, Geraldo L. B. Ramalho
Texture Analysis Based on Structural Co-occurrence Matrix Improves the Colorectal Tissue Characterization. BRACIS (2020)
Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Edson Takashi Matsubara
Can Twitter Data Estimate Reality Show Outcomes? BRACIS (2020)
Jackson José de Souza, Marcelo Finger
Robust Ranking of Brazilian Supreme Court Decisions. BRACIS (2020)
Rafael Bezerra de Menezes Rodrigues, Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler
Entropy-Based Filter Selection in CNNs Applied to Text Classification. BRACIS (2020)
Luciano D. S. Pacífico, Teresa Bernarda Ludermir
Backtracking Group Search Optimization: A Hybrid Approach for Automatic Data Clustering. BRACIS (2020)
Leonardo Ramos Emmendorfer
On Improving the Efficiency of Majorization-Minorization for the Inference of Rank Aggregation Models. BRACIS (2020)
Arthur D. Reys, Danilo Silva, Daniel Severo, Saulo D. S. Pedro, Marcia M. de Souza e Sá, Guilherme A. C. Salgado
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes. BRACIS (2020)
Jones José da Silva Júnior, Anderson da Silva Soares
Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department. BRACIS (2020)
Bianca N. K. Senzaki, Sandra M. Venske, Carolina P. de Almeida
Multi-objective Quadratic Assignment Problem: An Approach Using a Hyper-Heuristic Based on the Choice Function. BRACIS (2020)
Henry E. L. Cagnini, Alex Alves Freitas, Rodrigo C. Barros
An Evolutionary Algorithm for Learning Interpretable Ensembles of Classifiers. BRACIS (2020)
Thiago Fialho de Queiroz Lafetá, Gina Maira Barbosa de Oliveira
Applying Dynamic Evolutionary Optimization to the Multiobjective Knapsack Problem. BRACIS (2020)
Johannes V. Lochter, Renato Moraes Silva, Tiago A. Almeida
Deep Learning Models for Representing Out-of-Vocabulary Words. BRACIS (2020)
Ana Larissa Dias, Cassio T. Batista, Daniel Santana, Nelson C. Sampaio Neto
Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools. BRACIS (2020)
André Manhães Machado, Maria Cláudia Silva Boeres, Rodrigo de Alvarenga Rosa, Geraldo Regis Mauri
A New Hybridization of Evolutionary Algorithms, GRASP and Set-Partitioning Formulation for the Capacitated Vehicle Routing Problem. BRACIS (2020)
Antonio M. S. Almeida Neto, Helena de Medeiros Caseli, Tiago A. Almeida
Dense Captioning Using Abstract Meaning Representation. BRACIS (2020)
Vinícios Faustino de Carvalho, Bianca Giacon, Carlos Nascimento, Bruno Magalhães Nogueira
Machine Learning for Suicidal Ideation Identification on Twitter for the Portuguese Language. BRACIS (2020)
Hugo Queiroz Abonizio, Sylvio Barbon Junior
Pre-trained Data Augmentation for Text Classification. BRACIS (2020)
Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker
A Computational Tool for Automated Detection of Genetic Syndrome Using Facial Images. BRACIS (2020)
Cristiano Galafassi, Fabiane F. P. Galafassi, Eliseo Berni Reategui, Rosa Maria Vicari
EvoLogic: Intelligent Tutoring System to Teach Logic. BRACIS (2020)
Fábio Souza, Rodrigo Nogueira, Roberto de Alencar Lotufo
BERTimbau: Pretrained BERT Models for Brazilian Portuguese. BRACIS (2020)
Luiz Henrique Bonifacio, Paulo Arantes Vilela, Gustavo Rocha Lobato, Eraldo Rezende Fernandes
A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese. BRACIS (2020)
Henrique Leal Tavares, João Baptista Cardia Neto, João Paulo Papa, Danilo Colombo, Aparecido Nilceu Marana
People Identification Based on Soft Biometrics Features Obtained from 2D Poses. BRACIS (2020)
Eduardo Henrique Pais Pooch, Thatiane Alves Pianoschi Alva, Carla Diniz Lopes Becker
A Deep Learning Approach for Pulmonary Lesion Identification in Chest Radiographs. BRACIS (2020)
Lucas S. Fernandes, Francisco H. S. Silva, Elene F. Ohata, Aldísio Gonçalves Medeiros, Aloisio Vieira Lira Neto, Yuri Lenon Barbosa Nogueira, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho
A Robust Automatic License Plate Recognition System for Embedded Devices. BRACIS (2020)
Adriano Capanema Silva, Luiz Cláudio Gomes Maia
The Use of Machine Learning in the Classification of Electronic Lawsuits: An Application in the Court of Justice of Minas Gerais. BRACIS (2020)
Matheus Nunes, Gisele L. Pappa
Neural Architecture Search in Graph Neural Networks. BRACIS (2020)
Claudio D. Mello, Lucas Ricardo Vieira Messias, Paulo Lilles Jorge Drews Junior, Silvia S. C. Botelho
Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration. BRACIS (2020)
Francielle Alves Vargas, Rodolfo Sanches Saraiva Dos Santos, Pedro Regattieri Rocha
Identifying Fine-Grained Opinion and Classifying Polarity on Coronavirus Pandemic. BRACIS (2020)
Ramásio Ferreira de Melo, Gustavo Lameirão de Lima, Guilherme Ribeiro Corrêa, Bruno Zatt, Marilton Sanchotene de Aguiar, Gilmar Ribeiro Nachtigall, Ricardo Matsumura de Araújo
Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN. BRACIS (2020)
Iago R. R. Silva, Gibson B. N. Barbosa, Carolina C. D. Ledebour, Assis T. Oliveira Filho, Judith Kelner, Djamel Sadok, Silvia Lins, Ricardo S. Souza
Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments. BRACIS (2020)
Pedro Gengo, Filipe Alves Neto Verri
Semi-Supervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks. BRACIS (2020)
Artur Leandro da Costa Oliveira, André Britto
A Differential Evolution Algorithm for Contrast Optimization. BRACIS (2020)
Matheus Camasmie Pavan, Wesley Ramos dos Santos, Ivandré Paraboni
Twitter Moral Stance Classification Using Long Short-Term Memory Networks. BRACIS (2020)
Cristiano Rafael Steffens, Lucas Ricardo Vieira Messias, Paulo Lilles Jorge Drews Junior, Silvia Silva da Costa Botelho
A Pipelined Approach to Deal with Image Distortion in Computer Vision. BRACIS (2020)
Renan Motta Goulart, Saulo Moraes Villela, Carlos Cristiano Hasenclever Borges, Raul Fonseca Neto
An Evolutionary Analytic Center Classifier. BRACIS (2020)
Matheus Prado Prandini Faria, Rita Maria da Silva Julia, Lidia Bononi Paiva Tomaz
Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques. BRACIS (2020)

2019