LA-CCI

Publications

2023

Carlos Silva, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho
Impact Assessment of Memetic Operators on Communication Topologies for the PSO. LA-CCI (2023)
Jordão da Silva, Thommas K. S. Flores, Silvan Júnior, Ivanovitch Silva
TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance. LA-CCI (2023)
Ivan I. Ríos-Villalba, Santiago Arce, Luis Ayala Albertini, Diego P. Pinto-Roa
Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-Learning. LA-CCI (2023)
Cristian Millán-Arias, Bruno J. T. Fernandes, Sérgio Fernandes, Mavio Bispo
General Cephalometric Landmark Detection for Different Source of X-Ray Images. LA-CCI (2023)
Cristian Millán-Arias, Marie Chantelle Cruz Medina, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Allana Rocha, Leandro Honorato de Souza Silva, Cleyton M. O. Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Nathalia Cauás, Bruno José Torres Fernandes
Legal Judgement Prediction: A comparative analysis of legal documents in Brazil. LA-CCI (2023)
João G. R. de Carvalho, Bruno J. T. Fernandes, Igor S. Farias, Camila F. S. Campos
Analysis of different machine learning approaches in the context of urban mobility: a systematic review. LA-CCI (2023)
IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023, Recife, PE, Brazil, October 29 - November 1, 2023 LA-CCI (2023)
Ning Tao, Anthony Ventresque, Takfarinas Saber
Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. LA-CCI (2023)
Arianne Sarmento Torcate, Maíra Araújo de Santana, Wellington Pinheiro dos Santos
Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. LA-CCI (2023)
Mario Torrez-Callisaya, Guillermo Sahonero-Alvarez
Frost Forecast and Early Alarm System based on Deep Learning. LA-CCI (2023)
Rafael Roque, Rodrigo Paula, Daniel Bezerra, Iago Rodrigues, Robson Lins, Michelle Tenca, Gabriel Almeida
A PSO-SVR Based Resource Allocation Approach for Network Function Virtualization. LA-CCI (2023)
Gustavo A. Amarilla S, Diego H. Stalder, Max Pasten, Diego P. Pinto-Roa
Comparative Analysis of Statistical and Recurrent Neural Network Models for Short-Term River Level Forecasting in the Paraguay River. LA-CCI (2023)
Pietro B. S. Masur, Francisco Bráulio Oliveira, Lucas Moreira Medino, Emanuel Huber, Milene Haraguchi Padilha, Cássio De Alcantara, Renata Sellaro
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis. LA-CCI (2023)
Lucas David, Luis Liborio, Guilherme Paiva, Marianna Severo, Eduardo Valle, Helio Pedrini, Zanoni Dias
Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings. LA-CCI (2023)
Gabriel Baruque, Wouter Caarls
All Action Updates for Reinforcement Learning with Costly Features. LA-CCI (2023)
Umberto Tenório de Barros Filho, Paulo Rocha, Marcos Oliveira, Andrea Maria Nogueira Cavalcanti Ribeiro, Rodrigo de Paula Monteiro, Diego Pinheiro
Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging. LA-CCI (2023)
Ade Indra Onthoni, Prasan Kumar Sahoo
Instance Segmentation based Object Detection with Enhanced Path Aggregation Network. LA-CCI (2023)
Antonio Lundgren, Richard Rocha, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho
Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction. LA-CCI (2023)
Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. F. Mendoza, Marco Aurélio Pacheco
DRQN to optimize viewpoint planning in underwater environments. LA-CCI (2023)
Antonio V. A. Lundgren, Cristian Millán-Arias, Alexandre R. M. Pereira, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Bruno J. T. Fernandes, Alexandre M. A. Maciel, Jorge Tortato, Alexandre Krzyzanovski, Renan Wille
Optimization of Deep Neural Networks for Vehicle Classification. LA-CCI (2023)
Elias José De Rezende Freitas, Miri Weiss-Cohen, Frederico Gadelha Guimarães
An Autonomous Mobile Robot Path Planner using Spline Curves and Differential Evolution. LA-CCI (2023)
Jander R. S. Vieira, Maria G. L. Silva, Sergio C. Oliveira, Byron L. D. Bezerra, Eduardo Fontana
A Bayesian Risk Classification System Based on Two-Stage Clustering For Flashover Occurrence In High Voltage Insulator String. LA-CCI (2023)
Igor A. M. Dias, Carlos Henrique Quartucci Forster
Design and Evaluation of Sentiment Analysis as a Decision Tool Regarding Market Assets. LA-CCI (2023)
Stephen Chen, Shanshan Lao, Irene Moser
Footprinting the Behaviour of Particle Swarm Optimization with Increasing Dimensionality. LA-CCI (2023)
Iara Cunha, Marcos Eduardo Valle
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming. LA-CCI (2023)
Caio B. Viana, Carlos J. M. Araújo, Danilo R. B. de Araújo
Identifying Physical Unclonable Functions Using Classifier Algorithms. LA-CCI (2023)
Giordano Araújo Régis Toscano, Tarcísio Daniel Pontes Lucas
SSDP-H: Hybrid Approaches for Subgroup Discovery on High-Dimensional Datasets. LA-CCI (2023)
Eddy Martínez, Herlan Vindel, Tony Medina, Ramón Sandoval, Luis Figueroa, Ladislao Puentes, Luis Loo
Prediction model designing of traffic accidents in Honduras using LSTM neural network : "Road safety is everyone's job.". LA-CCI (2023)
Ning Tao, Anthony Ventresque, Takfarinas Saber
Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar. LA-CCI (2023)
Ernesto Portugal, Angel Ayala, Francisco Cruz, Bruno J. T. Fernandes, Sérgio Murilo Maciel Fernandes
Time estimation for deep learning model's inference in distributed processing units. LA-CCI (2023)
Leandro H. de S. Silva, Agostinho Freire, George O. de A. Azevedo, Sergio C. Oliveira, Bruno J. T. Fernandes
Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation. LA-CCI (2023)
HeráClio Almeida Da Costa, Edmar Candeia Gurjão, Vitor Trindade Rocha Ribeiro
Evaluating the Inclusion of Images with Artifacts in Medical Image Databases of Mammography for Machine Learning. LA-CCI (2023)
João Vinicius Ribeiro De Andrade, Teobaldo Gabriel De Souza Junior, Leandro H. de S. Silva, Daisy Beserra Lucena, Bruno J. T. Fernandes
Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach. LA-CCI (2023)
Cristian Millán-Arias, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Bruno J. T. Fernandes, Diogo Passarelli
Anomaly Detection in Conveyor Belt Using a Deep Learning Model. LA-CCI (2023)
Jonas Krause, Andrei de Souza Inácio, Heitor Silvério Lopes
Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video Features. LA-CCI (2023)
Emilly Pereira Alves, Felipe Alberto B. S. Ferreira, Francisco Madeiro, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira
Hybrid System with Dynamic Classification for Combining Time Series Forecasts. LA-CCI (2023)
Leandro Ferreira Moura Filho, Rodrigo de Paula Monteiro, Diego Pinheiro, Patricia Takako Endo, Andrea Maria Nogueira Cavalcanti Ribeiro
Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine Learning. LA-CCI (2023)
Stephen Chen, Shehnaz Islam, Shanshan Lao
The Danger of Metaphors for Metaheuristic Design. LA-CCI (2023)
Nathália Cauás, Cristian Millán-Arias, Débora Heloísa Silva De Brito, Cláudia Cristina Brayner De Oliveira Mota, Márcia Maria De Oliveira Da Fonseca, Aronita Rosenblatt, Bruno J. T. Fernandes
Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited Data. LA-CCI (2023)
David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton M. O. Rodrigues, Leandro H. de S. Silva, Allana Rocha, Paulo Christiano Sobral
Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification. LA-CCI (2023)
Pietro B. S. Masur, Willams L. Costa, Lucas S. Figueredo, Veronica Teichrieb
Leveraging Previous Facial Action Units Knowledge for Emotion Recognition on Faces. LA-CCI (2023)
Sérgio de Vasconcelos Filho, Fernando M. de Paula Neto
RemissIA: a remission identification approach in cancer patients using machine learning ensembles. LA-CCI (2023)
Arthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra
A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic. LA-CCI (2023)
Percy Maldonado Quispe, Hélio Pedrini
Image Dehazing Using a Simple Convolutional Autoencoder. LA-CCI (2023)
Daniel Soto, Wilson Soto
A Multi-Agent Based Algorithm for Quadratic Assignment Problem. LA-CCI (2023)
Jordan Luke, Dania Tamayo-Vera, Antonio Bolufé Röhler, Mark Bowlan
Automatic classification of categories for Great Hobbies Inc. based on Vendor Information. LA-CCI (2023)
André Assis, Douglas Véras, Ermeson Andrade
Explainable Artificial Intelligence - An Analysis of the Trade-offs Between Performance and Explainability. LA-CCI (2023)
Zherui Tong, Angel Ayala, Eduardo Benítez Sandoval, Francisco Cruz
Urban Autonomous Driving of Emergency Vehicles with Reinforcement Learning. LA-CCI (2023)
Ricardo F. Soto, Sebastián E. Godoy
A novel feature extraction approach for skin cancer screening using active thermography. LA-CCI (2023)
Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho, Byron L. D. Bezerra
An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering. LA-CCI (2023)