Table of Contents

• Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming GrammarNing Tao, Anthony Ventresque, Takfarinas Saber. 1-6 [doi]
• Time estimation for deep learning model's inference in distributed processing unitsErnesto Portugal, Angel Ayala, Francisco Cruz 0002, Bruno J. T. Fernandes, Sérgio Murilo Maciel Fernandes. 1-6 [doi]
• Evaluation of Deep Learning Model for Detecting Electronic Components in Few-Shot Learning ScenariosAllana Rocha, Bruno J. T. Fernandes, Leandro H. de S. Silva. 1-6 [doi]
• Improving Transferability of Population-Based Learning-to-Optimize Algorithms Through Imitation LearningGabriel Anunciação Kopte, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto. 1-6 [doi]
• The Danger of Metaphors for Metaheuristic DesignStephen Chen 0001, Shehnaz Islam, Shanshan Lao. 1-6 [doi]
• Footprinting the Behaviour of Particle Swarm Optimization with Increasing DimensionalityStephen Chen 0001, Shanshan Lao, Irene Moser. 1-6 [doi]
• Hybrid System with Dynamic Classification for Combining Time Series ForecastsEmilly Pereira Alves, Felipe Alberto B. S. Ferreira, Francisco Madeiro, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira. 1-6 [doi]
• Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-LearningIvan I. Ríos-Villalba, Santiago Arce, Luis Ayala Albertini, Diego P. Pinto-Roa. 1-6 [doi]
• SSDP-H: Hybrid Approaches for Subgroup Discovery on High-Dimensional DatasetsGiordano Araújo Régis Toscano, Tarcísio Daniel Pontes Lucas. 1-6 [doi]
• Automatic classification of categories for Great Hobbies Inc. based on Vendor InformationJordan Luke, Dania Tamayo-Vera, Antonio Bolufé Röhler, Mark Bowlan. 1-6 [doi]
• Does Kaizen Programming need a physic-informed mechanism to improve the search?Jimena Ferreira, Ana Inés Torres, Martín Pedemonte. 1-6 [doi]
• Comparative Analysis of Statistical and Recurrent Neural Network Models for Short-Term River Level Forecasting in the Paraguay RiverGustavo A. Amarilla S, Diego H. Stalder, Max Pasten, Diego P. Pinto-Roa. 1-6 [doi]
• Anomaly Detection in Conveyor Belt Using a Deep Learning ModelCristian Millán-Arias, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Bruno J. T. Fernandes, Diogo Passarelli. 1-6 [doi]
• Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness PredictionAntonio Lundgren, Richard Rocha, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho. 1-6 [doi]
• A PSO-SVR Based Resource Allocation Approach for Network Function VirtualizationRafael Roque, Rodrigo Paula, Daniel Bezerra, Iago Rodrigues, Robson Lins, Michelle Tenca, Gabriel Almeida. 1-6 [doi]
• Evaluating Transformer-based Models in the Information Extraction of Fiscal DocumentsJoão Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin. 1-6 [doi]
• Integrating an Educational Data Mining Framework Avatar into Moodle to Improve Student OutcomeAnderson Alves De Souza, Pedro H. de Barros Falcão, Alexandre Magno Andrade Maciel. 1-6 [doi]
• All Action Updates for Reinforcement Learning with Costly FeaturesGabriel Baruque, Wouter Caarls. 1-6 [doi]
• Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video FeaturesJonas Krause, Andrei de Souza Inácio, Heitor Silvério Lopes. 1-6 [doi]
• Enhancing Crop Clinic Assistance: Empowering Plant Disease Detection through Multi-task Machine LearningIgor de Moura Philippini, Ladson Gomes Silva, Stefan Blawid. 1-6 [doi]
• A Multi-Agent Based Algorithm for Quadratic Assignment ProblemDaniel Soto 0001, Wilson Soto. 1-6 [doi]
• Exploring Lip Segmentation Techniques in Computer Vision: A Comparative AnalysisPietro B. S. Masur, Francisco Bráulio Oliveira, Lucas Moreira Medino, Emanuel Huber, Milene Haraguchi Padilha, Cássio De Alcantara, Renata Sellaro. 1-6 [doi]
• Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley ValuesAgostinho Freire, Rafaella De Lima Roque, Leandro H. de S. Silva, Bruno J. T. Fernandes. 1-6 [doi]
• Optimization of Deep Neural Networks for Vehicle ClassificationAntonio 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. 1-6 [doi]
• A novel feature extraction approach for skin cancer screening using active thermographyRicardo F. Soto, Sebastián E. Godoy. 1-6 [doi]
• A Bayesian Risk Classification System Based on Two-Stage Clustering For Flashover Occurrence In High Voltage Insulator StringJander R. S. Vieira, Maria G. L. Silva, Sergio C. Oliveira, Byron L. D. Bezerra, Eduardo Fontana. 1-6 [doi]
• TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model PerformanceJordão da Silva, Thommas K. S. Flores, Silvan Júnior, Ivanovitch Silva. 1-6 [doi]
• Legal Judgement Prediction: A comparative analysis of legal documents in BrazilCristian 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, Nathália Cauás, Bruno José Torres Fernandes. 1-6 [doi]
• Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited DataNathália 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. 1-6 [doi]
• Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance ImagingUmberto Tenório de Barros Filho, Paulo Rocha 0002, Marcos Oliveira, Andrea Maria Nogueira Cavalcanti Ribeiro, Rodrigo de Paula Monteiro, Diego Pinheiro. 1-6 [doi]
• Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning ApproachAndré L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira. 1-6 [doi]
• Artificial Intelligence in Education 5.0: a methodology for three-dimensional geometric shape classification for an educational toolAdriano Madureira Dos Santos, Flávio Rafael Trindade Moura, André Vinicius Neves Alves, Lyanh Vinicios Lopes Pinto, Fernando Augusto Ribeiro Costa, Walter Dos Santos Oliveira Júnior, Diego Lisboa Cardoso, Marcos César da Rocha Seruffo. 1-6 [doi]
• Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random ForestArianne Sarmento Torcate, Maíra Araújo de Santana, Wellington Pinheiro dos Santos. 1-6 [doi]
• A Robust Approach to Detect Occlusions During Camera-Based Document ScanningRicardo Batista das Neves Junior, Silas Nascimento, Byron Leite Dantas Bezerra. 1-6 [doi]
• General Cephalometric Landmark Detection for Different Source of X-Ray ImagesCristian Millán-Arias, Bruno J. T. Fernandes, Sérgio Fernandes 0001, Mavio Bispo. 1-6 [doi]
• Urban Autonomous Driving of Emergency Vehicles with Reinforcement LearningZherui Tong, Angel Ayala, Eduardo Benítez Sandoval, Francisco Cruz 0002. 1-6 [doi]
• An Autonomous Mobile Robot Path Planner using Spline Curves and Differential EvolutionElias José De Rezende Freitas, Miri Weiss-Cohen, Frederico Gadelha Guimarães. 1-6 [doi]
• Training Single-Layer Morphological Perceptron Using Convex-Concave ProgrammingIara Cunha, Marcos Eduardo Valle. 1-6 [doi]
• Prediction model designing of traffic accidents in Honduras using LSTM neural network : "Road safety is everyone's job."Eddy Martínez, Herlan Vindel, Tony Medina, Ramón Sandoval, Luis Figueroa, Ladislao Puentes, Luis Loo. 1-6 [doi]
• Fine-Tuning MultiFit for Enhanced Legal Sentence Basis ClassificationDavid Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton M. O. Rodrigues, Leandro H. de S. Silva, Allana Rocha, Paulo Christiano Sobral. 1-6 [doi]
• Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer DataRebeca Padovani Ederli, Didier A. Vega-Oliveros, Aurea Soriano-Vargas, Anderson Rocha 0001, Zanoni Dias. 1-6 [doi]
• Optimized Fuzzy Logic Controller for a Bipedal Walking RobotLuis C. Parra Camacho, Wouter Caarls. 1-6 [doi]
• Re-purposing Machine Learning Models: A Human Action Recognition Model Turned Violence DetectorLetícia Portela, Angel Ayala, Bruno J. T. Fernandes, Igor S. Farias, Gervásio Neto, Mouglas Eugênio Nasário Gomes. 1-6 [doi]
• Automatic Crack Detection in Ore Leach Dump using Transfer LearningPaz Esparza, Alejandro Ferreira, Walter Gómez, Hector Huenchulao, Juan Oliva. 1-6 [doi]
• DRQN to optimize viewpoint planning in underwater environmentsEvelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. F. Mendoza, Marco Aurélio Pacheco. 1-6 [doi]
• Identifying Physical Unclonable Functions Using Classifier AlgorithmsCaio B. Viana, Carlos J. M. Araújo, Danilo R. B. de Araújo. 1-5 [doi]
• Instance Segmentation based Object Detection with Enhanced Path Aggregation NetworkAde Indra Onthoni, Prasan Kumar Sahoo. 1-6 [doi]
• Convolutional Neural Network for Pleural Effusion ClassificationBrunna C. R. S. Furriel, Artur Paulo, Guilherme Ribeiro, Paulo Santos, Eduardo Reis, Giovanna Mendes, Joselisa Q. Paiva, Rafael Loureiro, Letícia Rittner, Márcio Reis. 1-6 [doi]
• Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative EvaluationLeandro H. de S. Silva, Agostinho Freire, George O. de A. Azevedo, Sergio C. Oliveira, Bruno J. T. Fernandes. 1-5 [doi]
• Frost Forecast and Early Alarm System based on Deep LearningMario Torrez-Callisaya, Guillermo Sahonero-Alvarez. 1-6 [doi]
• A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network TrafficArthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra. 1-6 [doi]
• Leveraging Previous Facial Action Units Knowledge for Emotion Recognition on FacesPietro B. S. Masur, Willams L. Costa, Lucas S. Figueredo, Veronica Teichrieb. 1-6 [doi]
• Evaluating the Inclusion of Images with Artifacts in Medical Image Databases of Mammography for Machine LearningHeráClio Almeida Da Costa, Edmar Candeia Gurjão, Vitor Trindade Rocha Ribeiro. 1-5 [doi]
• Image Dehazing Using a Simple Convolutional AutoencoderPercy Maldonado Quispe, Hélio Pedrini. 1-6 [doi]
• Explainable Artificial Intelligence - An Analysis of the Trade-offs Between Performance and ExplainabilityAndré Assis, Douglas Véras, Ermeson Andrade. 1-6 [doi]
• Analysis of different machine learning approaches in the context of urban mobility: a systematic reviewJoão G. R. de Carvalho, Bruno J. T. Fernandes, Igor S. Farias, Camila F. S. Campos. 1-6 [doi]
• Design and Evaluation of Sentiment Analysis as a Decision Tool Regarding Market AssetsIgor A. M. Dias, Carlos Henrique Quartucci Forster. 1-6 [doi]
• An Approach for Analysing Law Processes based on Hierarchical Activities and ClusteringLuiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho, Byron L. D. Bezerra. 1-6 [doi]
• Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program SynthesisNing Tao, Anthony Ventresque, Takfarinas Saber. 1-6 [doi]
• CNN classification subject to practical aspects of Search and Rescue UAV missionsRoberto Douglas Guimarães de Aquino, Joniel Bastos Barreto, Aline Do Nascimento Rodrigues, Filipe Alves Neto Verri, Carlos Henrique Quartucci Forster. 1-6 [doi]
• Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in PaintingsLucas David, Luis Liborio, Guilherme Paiva, Marianna Severo, Eduardo Valle, Hélio Pedrini, Zanoni Dias. 1-6 [doi]
• RemissIA: a remission identification approach in cancer patients using machine learning ensemblesSérgio de Vasconcelos Filho, Fernando M. de Paula Neto. 1-6 [doi]
• Textual Mining using Deep Learning in official journalsLucas Accioly Teixeira, Raquel Bezerra Calado, Alexandre M. A. Maciel. 1-6 [doi]
• Interpretability of an Automatic Handwritten Signature Verification ModelVinícus Oliveira Barros, Celso A. M. Lopes Junior, Byron Leite Dantas Bezerra. 1-6 [doi]
• Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine LearningLeandro Ferreira Moura Filho, Rodrigo de Paula Monteiro, Diego Pinheiro, Patricia Takako Endo, Andrea Maria Nogueira Cavalcanti Ribeiro. 1-6 [doi]
• Trajectory-based Metaheuristics for Improving Sparse Matrix StorageManuel Freire 0002, Raúl Marichal, Ernesto Dufrechou, Pablo Ezzatti, Martín Pedemonte. 1-6 [doi]
• Study of an unsteady amperometric biosensor using a computational modelDaniel Ribeiro Dessaune, Jornandes Dias Da Silva, Bruno José Torres Fernandes. 1-6 [doi]
• Human-in-the-Loop Evolution of Database Views for Data ExplorationThiego Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto. 1-6 [doi]
• Evaluating Multi-Level Clustering Approaches to Route Sales AgentsRenan Costa Alencar, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Augusto Neto 0001, Eduardo Kalfels, Fernando Vasconcellos, Marcia Rodrigues, Ivan Fretta, Danilo Silva. 1-6 [doi]
• Impact Assessment of Memetic Operators on Communication Topologies for the PSOCarlos Silva, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho. 1-6 [doi]
• Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven ApproachJoão Vinicius Ribeiro De Andrade, Teobaldo Gabriel De Souza Junior, Leandro H. de S. Silva, Daisy Beserra Lucena, Bruno J. T. Fernandes. 1-6 [doi]
• Applying Reinforcement Learning to Combine Multiple Swarm-based AlgorithmsRodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho. 1-6 [doi]