Computational Intelligence Techniques and its Applications

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• A Comparative Study of Fake News Classification in Brazilian Portuguese using Retrieval-Augmented Generation

  Victoria Reis, Felipe Ramos de Oliveira, Nelson Francisco Favilla Ebecken

• Active Local Search Approach in Non-Delayed Solutions for the Job Shop Scheduling Problem

  David Betoni, Fabio Henrique Perira

• Application of Artificial Intelligence in River Pollution Monitoring to Support Environmental Management

  Jullia Fernandes Felizardo, Thabatta Moreira Alves de Araújo

• Automated Detection of Small Water Accumulations in Aerial Images Acquired by Drones: A Genetic Algorithm-Based Method

  Sidnei Alves de Araújo, Gustavo Araujo Lima, Sergio Vicente Denser Pamboukian, Vitor Pessoa Colombo

• Automated Skin Cancer Detection and Diagnosis Using Neural Networks and Multi-Agent Systems

  Andrey Alexandre de Souza Basilio, Daniel Cruz Cavalieri

• Automatic Fake News Detection in Brazil: A Systematic Review, Dataset Development, and Model Evaluation

  Victoria Reis, Felipe Ramos de Oliveira, Nelson Francisco Favilla Ebecken

• AUTOMATIC INSPECTION OF BUILDING CRACKS FROM AERIAL IMAGES ACQUIRED BY DRONES

  Sidnei Alves de Araújo, Gabriel Rosa Paz, Marcos Alexandruk, Anderson da Silva Fatol, Sergio Vicente Denser Pamboukian, Fernanda Almeida Veronesi

• Benchmark Instances for the Bilevel Optimization of the Toll Pricing Problem

  Karen Jardim Oliveira, Jaqueline da Silva Angelo, Heder Bernardino

• Computer Vision Applied to Management and Optimization Logistics Operations

  Marcos Antonio Nunes da Silveira, Gustavo Maia de Almeida

• Content-based macroscopic microbial image retrieval: Preliminary results

  Angela Mestas Muñante, Antonio Rafael Sabino Parmezan

• Convolutional neural network techniques for the efficient solution of fluid flow in porous media

  Diogo Medeiros de Almeida, Icaro Augusto Melo de Souza, Alessandro Romario Echevarria Antunes, Darlan Karlo Elisiario de Carvalho, Paulo Roberto Maciel Lyra, Ramiro Brito Willmersdorf

• Deep Learning-Based Classification of OCT Images for Retinal Disease Detection

  Oziel da Silva, Geziel Nelsino Ferreira da Silva, Gabriela Emanuele de Araújo Amorim, Giovani Bernardes Vitor, Celomar Oliveira da Silva Filho

• Detecting Misogynistic Hate Speech in Portuguese

  Ana Vicente, Kelly Assis de Souza Gazolli, Karin Satie Komati

• ECG Heartbeat Classification using Artificial Neural Networks: a comparative study of PyTorch and TensorFlow

  Ítalo Flexa Di Paolo, Marta de Oliveira Barreiros, Adriana Rosa Garcês Castro, Hian Motley Stafford Correa Barroso

• Graph RAG vs. Vector RAG: A Performance Comparison in Response Generation

  Cecília de Freitas Vieira Couto, Nelson Francisco Favilla Ebecken

• LSTM and State Space Modeling for Predicting Lithium-Ion Battery Health and Ensuring Safety in Real-World Applications

  Thiago Schmidt, Fernanda Cristina Corrêa

• Noise Reduction on Inertial Measurement Unit Sensors in Ballistic Simulators using Deep Models

  Noelio Heluy Ferreira, Aleteia Patricia Favacho de Araujo, Flavio de Barros Vidal

• Real Time Platform for Monitoring Durability Testing of Aircraft Landing Gear

  Dimas Medeiros Junior, HIMERO EMILIO KUSTER, Giuliana Sardi Venter, Eduardo Marcio de Oliveira Lopes

• Selective Object Aggregation using Swarm Robotics

  Renata Avila, Nadia Nedjah, Luiza de Macedo Mourelle

• Sequence Classification in HSM: Enhancing Processes with Artificial Intelligence

  Jose Fabiano Martins Assuncao, Leonardo Scardua

• SUPPORT SYSTEM FOR THE DIAGNOSIS OF THE RISK OF ANXIETY DISORDER IN CHILDREN

  RENATA COSTA ROCHA, Jonathan Araújo Queiroz, Allan Kardec Duailibe Barros Filho

• Swarm Robotics for Caging-based Collaborative Transport of Multiple Objects

  Jeany Nogueira Alves Laranjeira, Nadia Nedjah, Luiza de Macedo Mourelle

• Synthetic Facial Aging: A Comparative Study of Stable Diffusion and StyleGAN

  Bruno de Barros Oliveira, Marco Antonio de Souza, Flávio Barros Vidal