ACCEPTED PAPERS

2CS: Correlation-guided Split Candidate Selection in Hoeffding Tree Regressors

  • Saulo Martiello Mastelini
  • André Ponce de Leon F de Carvalho

A computational tool for automated detection ofgenetic syndrome using facial images

  • Eduardo Pooch
  • Carla Becker
  • Thatiane Alves

A deep learning approach for pulmonary lesion identification in chest radiographs

  • Eduardo Pooch
  • Carla Becker
  • Thatiane Alves

A Differential Evolution Algorithm for Contrast Optimization

  • Artur Leandro da Costa Oliveira
  • André Britto

A Distance-weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods

  • Cephas A. S. Barreto
  • Arthur Gorgônio
  • João C. Xavier-Júnior
  • Anne Canuto

A Fuzzy Approach For Classification and Novelty Detection in Data Streams Under Intermediate Latency

  • André Cristiani
  • Tiago Pinho da Silva
  • Heloisa Camargo

A Fuzzy Reasoning Method based on ensembles of generalizations of the Choquet integral

  • Giancarlo Lucca
  • Eduardo Borges
  • Gracaliz Dimuro
  • Helida Santos
  • Tiago Asmus
  • José Antonio Sanz
  • Humberto Bustince

A new hybridization of evolutionary algorithms, GRASP and set-partitioning formulation for the Capacitated Vehicle Routing Problem (CVRP)

  • André Machado
  • Geraldo Mauri
  • Maria Claudia Boeres
  • Rodrigo Rosa

A Pipelined Approach to Deal with Image Distortion in Computer Vision

  • Cristiano Steffens
  • Silvia Botelho
  • Paulo Lilles Drews Jr
  • Lucas Ricardo Vieira Messias

A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits

  • Frederico Möller
  • Heder Bernardino
  • Luciana Brugiolo Gonçalves
  • Stênio Sã Rosário Soares

A Robust Automatic License Plate Recognition System for Embedded Devices

  • Pedro Pedrosa Rebouças Filho
  • Lucas Fernandes
  • Francisco Hércules dos Santos Silva
  • Elene Firmeza Ohata
  • Aldísio Medeiros
  • Aloisio Lira
  • Yuri Lenon
  • Paulo Rego

A Study on the Impact of Intradomain Finetuning of Deep Language Models for Legal Named Entity Recognition in Portuguese

  • Luiz Henrique Bonifacio
  • Eraldo Fernandes
  • Paulo Augusto Arantes Vilela

A Useful Tool to Support the Ontology Alignment Repair

  • Miriam dos Santos
  • Carlos Eduardo Mello
  • Tadeu Class

Active Learning embedded in incremental decision trees

  • Vinicius Martins
  • Victor Turrisi da Costa
  • Sylvio Barbon Junior

AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-Agent Systems

  • Fábio Aiub Sperotto
  • Marilton Aguiar

Aggregation with Weak, Axiological and Strong Sufficientarian Functions

  • Henrique Oliveira
  • João Fernando Lima Alcântara

An alternative to Power Measure for Fuzzy Rule-Based Classification Systems

  • Frederico Tiggemann
  • Bryan Stefan Pernambuco
  • Giancarlo Lucca
  • Eduardo Borges
  • Helida Santos
  • Gracaliz Dimuro
  • José Antonio Sanz
  • Humberto Bustince

An Approach to the Multi-Level Semantics of Agent Societies

  • Alison Panisson
  • Rafael Bordini
  • Antonio Carlos da Rocha Costa

An Argumentation-based Approach for Explaining Goals Selection in Intelligent Agents

  • Mariela Morveli-Espinoza
  • Cesar Tacla

An Evolutionary Algorithm for Learning Interpretable Ensembles of Classifiers

  • Henry Cagnini
  • Alex Freitas
  • Rodrigo Barros

An Evolutionary Analytic Center Classifier

  • Renan Goulart
  • Saulo Villela
  • Carlos Cristiano Borges
  • Raul Fonseca

An Online Pyramidal Embedding Technique for High Dimensional Big Data Visualization

  • Adriano Barreto
  • Igor Matheus Moreira
  • Claudomiro Souza Junior
  • Caio Flexa
  • Eduardo Cardoso

Application-Level Load Balancing for Reactive Wireless Sensor Networks: An Approach Based on Constraint Optimization Problems

  • Igor Pereira
  • Lisane Brisolara de Brisolara
  • Paulo Ferreira Jr.

Applying Dynamic Evolutionary Optimization to the Multiobjective Knapsack Problem

  • Thiago Lafetá
  • Gina Oliveira

Assessing Deep Learning Models for Human-Robot Collaboration Collision Detection in Industrial Environments

  • Iago Silva
  • Gibson Barbosa
  • Carolina Cani
  • Assis Filho
  • Judith Kelner
  • Djamel Sadok
  • Silvia Lins
  • Ricardo Souza

Authorship attribution of Brazilian literary texts through machine learning techniques

  • Bianca da Rocha Bartolomei
  • Isabela Drummond

Backtracking Group Search Optimization: A Hybrid Approach for Automatic Data Clustering

  • Luciano Pacífico
  • Teresa Ludermir

BERTimbau: pretrained BERT models for Brazilian Portuguese

  • Fábio Souza
  • Rodrigo Nogueira
  • Roberto Lotufo

Comparative study of Fast Stacking Ensembles families algorithms

  • Laura Palomino Mariño
  • Agustín Alejandro Ortiz Díaz
  • Germano Vasconcelos

Cooperative Observation of Smart Target Agents

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

Data Streams are Time Series: Challenging Assumptions

  • Jesse Read
  • Ricardo Rios
  • Tatiane Nogueira
  • Rodrigo Mello

Decoding machine learning benchmarks

  • Lucas Cardoso
  • Vitor Cirilo Araujo Santos
  • Regiane Kawasaki
  • Ricardo Prudêncio
  • Ronnie Alves

Deep learning models for representing out-of-vocabulary words

  • Johannes Lochter
  • Renato Silva
  • Tiago Almeida

DeepBT and NLP Data Augmentation Techniques: a new proposal and a comprehensive study

  • Taynan Maier Ferreira
  • Anna Costa

Dense Captioning using Abstract Meaning Representation

  • Antonio Almeida Neto
  • Helena Caseli
  • Tiago Almeida

Diagnosis of Apple Fruit Diseases in the Wild with Mask R-CNN

  • Ramásio Ferreira de Melo
  • Gustavo Lameirão
  • Guilherme Correia
  • Bruno Zatt
  • Marilton Aguiar
  • Gilmas Nachtigall
  • Ricardo Araújo

Does Twitter data can be used to estimate Reality Show outcomes?

  • Edson Matsubara
  • Lucas Rodrigues
  • Kenzo Sakiyama

Domain Adaptation of Transformers for English Word Segmentation

  • Ruan Chaves Rodrigues
  • Marcelo Inuzuka
  • Hugo do Nascimento
  • Acquila Santos Rocha

Dynamic Software Project Scheduling Problem with PSO and Dynamic Strategies Based on Memory

  • Gabriel Fontes da Silva
  • Leila Silva
  • André Britto

Ensemble of algorithms for multifocal cervical image segmentation

  • Geovani Martins
  • Daniel Ferreira
  • Fátima Medeiros
  • Geraldo Ramalho

Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories

  • Rodolfo Anibal Lobo
  • Marcos Eduardo Valle

Entropy-Based Filter Selection in CNNs Applied to Text Classification

  • Rafael Bezerra de Menezes Rodrigues
  • Danilo Eler
  • Wilson Marcílio-Jr

Evaluating a new approach to data fusion in wearable physiological sensors for stress monitoring

  • Sandro Rigo
  • William da Rosa Fröhlich
  • Clarissa Rodrigues
  • Amanda Jabroski

Evaluation of metaheuristics in the optimization of Laguerre-Volterra Networks for nonlinear dynamic system identification

  • Victor Costa
  • Felipe Müller

EvoLogic: Intelligent Tutoring System to Teach Logic

  • Cristiano Galafassi
  • Fabiane Galafassi
  • Eliseo Reategui
  • Rosa Viccari

Exceptional Survival Model Mining

  • Juliana Mattos
  • Eraylson Galdino
  • Renato Vimieiro
  • Paulo Mattos Neto

Financial time series forecasting via CEEMDAN-LSTM with exogenous features

  • Renan Avila
  • Glauber De Bona

Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning

  • Milton Condori
  • Leliane Nunes de Barros
  • Karina Valdivia-Delgado
  • Valdinei Freire
  • Denis Mauá

FT-BlinGui: a fuzzy-based wearable device system to avoid visually impaired collision in real time

  • Elidiane Santos
  • Ricardo Rios
  • Tatiane Nogueira

Genetic Learning Analysis of Fuzzy Rule-Based Classification Systems considering Data Reduction

  • Matheus Giovanni Pires
  • Fabiana Bertoni
  • Allen Hichard Marques dos Santos

Identifying fine-grained opinion and classifying polarity on coronavirus pandemic

  • Francielle Vargas
  • Rodolfo Sanches
  • Pedro Regattiere Rocha

Impact of Text Specificity and Size on Word Embeddings Performance: an Empirical Evaluation in Brazilian Legal Domain

  • Thiago Dal Pont
  • Isabela Sabo
  • Jomi Hübner
  • Aires J Rover

Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm

  • Jonathan Carvalho
  • Luciano de Souza
  • Tiago Ferreira
  • Fernando de Paula Neto

Improved Multilevel Algorithm to Detect Communities in Flight Networks

  • Camila Tautenhain
  • Calvin Costa
  • Mariá Nascimento

Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department

  • Jones Jose Silva Junior
  • Anderson da Silva Soares

Improving FIFA Player Agents Decision-Making Architectures based on Convolutional Neural Networks through Evolutionary Techniques

  • Matheus Faria
  • Rita Maria Silva Julia
  • Lídia Tomaz

Intelligent Classifiers on the Construction of Pollution Biosensors Based on Bivalves Behavior

  • Bruna Guterres
  • Je Nam Junior
  • Amanda Gurreiro
  • Viviane Fonseca
  • Silvia Botelho
  • Juliana Sandrini

KNN applied to PDG for source code similarity classification

  • Clóvis Daniel Souza Silva
  • Leonardo Rocha
  • Gerardo Valdisio Rodrigues Viana
  • Leonardo Ferreira da Costa

Link prediction in social networks: an edge creation history retrieval-based method that combines topological and contextual data

  • Argus Barbosa Cavalcante
  • Claudia Justel
  • Ronaldo Goldschmidt

Machine learning for suicidal ideation identification on Twitter for the Portuguese language

  • Vinícios Carvalho
  • Bianca Giacon
  • Carlos Nascimento
  • Bruno Nogueira

Measuring instance hardness using data complexity measures

  • Ana Carolina Lorena
  • José Luis Arruda
  • Ricardo Prudêncio

Multi-objective Quadratic Assignment Problem: An Approach using Hyper-Heuristic and Choice Function

  • Bianca Namie Kague Senzaki
  • Sandra Venske
  • Carolina Paula de Almeida

Neural Architecture Search in Graph Neural Networks

  • Gisele Pappa
  • Matheus Nunes

New Fast Morphological Geodesic Active Contour Method for Segmentation of Hemorrhagic Stroke in computed tomography image

  • Pedro Pedrosa Rebouças Filho
  • Róger Sarmento
  • Aldísio Medeiros
  • Elizângela Rebouças
  • Lucas Santos

On Improving the Efficiency of Majorization-Minorization for the Inference of Rank Aggregation Models

  • Leonardo Emmendorfer

On the Multiple Possible Adaptive Mechanisms of the Continuous Ant Colony Optimization

  • Victor Costa
  • Felipe Müller

On the Performance of Planning through Backpropagation

  • Leliane Nunes de Barros
  • Denis Mauá
  • Thiago Bueno
  • Renato Scaroni

PARALLEL MONTE CARLO TREE SEARCH IN GENERAL VIDEO GAME PLAYING

  • Sandro Rigo
  • William da Rosa Fröhlich
  • Luis Gustavo Simioni Centeleghe

Particle Competition for Unbalanced Community Detection in Complex Networks

  • Luan Martins
  • Liang Zhao

People Identification Based on Soft Biometrics Features Obtained from 2D Poses

  • Henrique Tavares
  • João B. Cardia
  • Joao Papa
  • Danilo Colombo
  • Aparecido Marana

Photovoltaic Generation Forecast: model training and adversarial attack aspects

  • Everton Santana
  • Ricardo Petri
  • Bruno Zarpelão
  • Sylvio Barbon Junior

Pre-trained Data Augmentation for Text Classification

  • Hugo Abonizio
  • Sylvio Barbon Junior

Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes

  • Arthur Reys
  • Danilo Silva
  • Daniel Severo
  • Saulo Pedro
  • Marcia Sá
  • Guilherme Augusto Salgado

Predicting the Evolution of COVID-19 Cases and Deaths Through a Correlations-Based Temporal Network

  • Tiago Colliri
  • Alexandre Delbem
  • Liang Zhao

Quantifying Temporal Novelty in Social Networks using Time-Varying Graphs and Concept Drift Detection

  • Victor dos Santos
  • Rodrigo Mello
  • Tatiane Nogueira
  • Ricardo Rios

Risk Sensitive Stochastic Shortest Path and LogSumExp: from theory to practice

  • Karina Valdivia-Delgado
  • Elthon Manhas de Freitas
  • Valdinei Freire

Robust Ranking of Brazilian Supreme Court Decisions

  • Jackson Souza
  • Marcelo Finger

Semantically Inspired AMR Alignment for the Portuguese language

  • Rafael Anchiêta
  • Thiago Pardo

Semi-Supervised Sentiment Analysis of Portuguese Tweets with Random Walk in Feature Sample Networks

  • Pedro Lourenço
  • Filipe Verri

Simulating Complexity Measures on Imbalanced Datasets

  • Victor Barella
  • Luís Garcia
  • André Ponce de Leon F de Carvalho

Solving Multi-Agent Pickup and Delivery Problems Using a Genetic Algorithm

  • Ana Carolina Ladeira Costa Queiroz
  • Heder Bernardino
  • Alex Borges Vieira
  • Helio Barbosa

SSL-C4.5: Implementation of a classification algorithm for semi-supervised learning based on C4.5

  • Agustín Alejandro Ortiz Díaz
  • Flávio Bayer
  • Fabiano Baldo

Stocks Clustering Based on Textual Embeddings for Price Forecasting

  • André Oliveira
  • Pedro Ferreira Alves Pinto
  • Sérgio Colcher

Testing Multiagent Systems under Organizational Model Moise using a Test Adequacy Criterion based on State Transition Path

  • Ricardo Arend
  • Eder Mateus Gonçalves

Texture analysis based on structural co-occurrence matrix improves the colorectal tissue characterization

  • Elias Paulino Medeiros
  • Geraldo Ramalho
  • Daniel Ferreira

The use of machine learning in the classification of electronic lawsuits: an application in the Court of Justice of Minas Gerais

  • Adriano Silva
  • Luiz Maia

Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools.

  • Ana Larissa Dias
  • Cassio Batista
  • Daniel Santana
  • Nelson Neto

Towards a Theory of Hyperntensional Belief Change

  • Marlo Souza

Towards an Instance-Level Meta-Learning-Based Ensemble for Time Series Classification

  • Diego Furtado Silva
  • Caio Ueno
  • Igor Braga

Twitter Moral Stance Classification using Long Short-Term Memory Networks

  • Matheus Pavan
  • Wesley Santos
  • Ivandré Paraboni

Unsupervised Learning Method for Encoder-Decoder-Based Image Restoration

  • Claudio Mello Jr.
  • Lucas Ricardo Vieira Messias
  • Paulo Lilles Drews Jr
  • Silvia Botelho




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