A biased sampling method for applying DBSCAN

• Igor Ventorim
• Diego Luchi
• Flávio Miguel Varejão

A Framework for Multi-Document Extractive Summarization of Reviews with Aspect-Based Sentiment Analysis

• André Seidel Oliveira
• Anna Costa
• Eduardo Hruschka

A Network-Based High-Level Data Classification Algorithm Using Betweenness Centrality

• Esteban Vilca Zuñiga
• Liang Zhao

A Novel Strategy for Selecting Individuals in Manyobjective Algorithms with Local Search Applied to the Network Design Problem

• Jorge Nascimento
• Danilo Araújo
• Péricles Miranda

A Parallel Strategy for a Genetic Algorithm in Routing Wavelength Assignment Problem Using GPU with CUDA

• Esdras La-Roque
• Cassio Batista
• Josivaldo de Araujo

A short-term electricity demand forecasting in the Southern Region of Brazil using the ARIMA Model and the Holt Exponential Smoothing Model (SEH)

• Mariane Amaral
• Anderson Silveira
• Viviane Leite Dias de Mattos
• Eduardo Borges

Automated Emergency Room Triage: Helping Patients Get the Best Treatment

• Alexandre Inoue
• Fábio Cozman
• Marcus Prado

Brain Tissue Classification to Detect Focal Cortical Dysplasia in Magnetic Resonance Imaging

• Luiz Otavio Murta Junior
• Fabricio Simozo
• Marcos Soares de Oliveiras

CbDGen: A Complexity-based Synthetic Dataset Generation Tool

• Thiago França
• Péricles Miranda
• Ricardo Prudêncio
• André Nascimento

Classificações Explicáveis para Imagens de Células Infectadas por Malária

• Iam Palatnik de Sousa
• Marley M. B. R. Vellasco
• Eduardo Costa da Silva

Classifying Organizational Structures on Targets in the Cooperative Target Observation

• Thayanne da Silva
• Gustavo Campos
• Raimundo Ferro Junior
• Matheus Araújo
• João Andrade
• Leonardo Ferreira da Costa

Classifying the Macronutrient Deficiency in Soybean Leaf with Deep Learning

• Maicon Sartin

Clustering for Data-driven Unraveling Artificial Neural Networks

• Felipe Farias
• Teresa Ludermir
• Carmelo Bastos-Filho

Comparative Study of Photovoltaic Power Forecasting Methods

• Pablo Jaskowiak
• Pelisson
• Thiago Covoes
• Anderson Wedderhoff Spengler

Computational Mining on IBICT BDTD?s Thesis and Dissertation Metadata for Supporting Social Science Research

• Hugo do Nascimento
• Rodrigo Filho
• Elismênnia Oliveira
• Jordão Nunes
• Marcelo Inuzuka

Evaluation of Texture Maps as Input to Extract Deep Features in Glaucoma Diagnosis

• Daniel Veloso da Silva
• Romuere Silva

From Bag-of-Words to Pre-trained Neural Language Models: Improving Automatic Classification of App Reviews for Requirements Engineering

• Adailton Araujo
• Marcos Golo
• Breno Viana
• Felipe Sanches
• Roseli Ap. Francelin Romero
• Ricardo Marcacini

Gated Recurrent Unit Networks and WaveletsDiscrete Transformations Applied to Forecastingand Trading in the Stock Market

• Victor Biazon
• Reinaldo Bianchi

Hate Speech Detection in Portuguese with Naïve Bayes, SVM, MLP and Logistic Regression

• Adriano Silva
• Norton Roman

Image Clustering Based on a Hybrid Group Search Optimization and K-Means Approach for Automatic Plant Disease Segmentation

• Luciano Pacífico

Impact of Feature Selection on Clustering Images of Vertebral Compression Fractures

• Raquel Candido
• Rafael Del Lama
• Natália Chiari
• Marcello Nogueira-Barbosa
• Paulo de Azevedo-Marques
• Renato Tinos

Inter-affection of Multiple Datasets in Speech EmotionRecognition with Neural Networks

• Ronnypetson Souza da Silva
• Valter Akira Miasato Filho

Monte Carlo Tree Search Algorithm for SSPs Under the GUBS Criterion

• Gabriel Crispino
• Karina Valdivia-Delgado
• Valdinei Freire

Multiagent Simulation to Support Disarmament Policies

• Daniel Ferreira
• Diana Adamatti
• Tatiane Bastos

Optimizing Random Forest from the pondering of regression tree leaves

• Caio Ponte
• João José Vasco Furtado
• Carlos Caminha Neto

Políticas Sensíveis ao Risco para o Controle da Propagação de Doenças Infecciosas

• Henrique Pastor
• Valdinei Freire
• Leliane Nunes de Barros
• Karina Valdivia-Delgado

Post-processing of machine translation texts based on graph theory

• Lucas Porto
• Evandro Ruiz

Proposta de paralelização em GPUs CUDA do algoritmo MPS para resolução do K-Shortest Loopless Paths em grafos direcionados e não direcionados

• Sérgio Ricardo de Souza
• Anolan Milanés
• Alvaro Espíndola
• Daniel Reis

Sample Bias Effect on Meta-Learning

• Mariane Reis
• Ana Carolina Lorena

Sensor Validation for Indoor Air Quality using Machine Learning

• Vagner Seibert
• Ricardo Araújo

Similarity Search using the NK Interaction Graph

• José Carlos Bueno de Moraes
• Renato Tinos

Simulating Indemnity in Civil Suits Through a Description Logic Ontology

• Jean Araujo
• Cleyton Rodrigues
• Fred Freitas

Stock Trading Classifier with Multichannel Convolutional Neural Network

• Davi Nascimento
• Anna Costa
• Reinaldo Bianchi

Temporal analysis and visualisation of music

• Luan Misael
• Emanuel Fontelles
• Vinicius Sampaio
• Mardônio França

The Winograd Schemas from Hell

• Fábio Cozman
• Hugo Neri

Towards Fully Automated News Reporting in Brazilian Portuguese

• Thiago Ferreira
• André Luiz Rosa Teixeira
• João Gabriel Moura Campos
• Fábio Cozman
• Adriana Pagano

Towards Heterogeneous Multi-Agent Reinforcement Learning with Graph Neural Networks

• Douglas Meneghetti
• Reinaldo Bianchi

Use of Convolutional Neural Networks to Identify Focal Cortical Dysplasia in Patients with Refractory Epilepsy

• Samuel Henrique Silva
• Fabricio Simozo
• Luiz Otavio Murta Junior
• Renato Tinos

Using the Fuzzy Triangular Naive Bayes to Assess Users in Gynecological Examination Training

• Ingrid Luana Almeida da Silva
• Elaine de Melo Gomes Soares
• Liliane Machado
• Ronei Moraes