Publicações



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English
  • Journal

    Analyzing Interpretable Visual Control Policy Search and Synthesis

    Christina Berghegger, Camilo De La Torre, Giorgia Nadizar, Yuri Lavinas, David Simoncini, Hervé Luga, Dennis G. Wilson, Sylvain Cussat-Blanc
    ACM Transactions on Evolutionary Learning and Optimization, 2026 DOI Icon
  • Conference

    Unveiling Degradations with Deep Learning Models in Face Recognition Systems

    Leandro D. Carneiro, Flávio de Barros Vidal
    21st International Conference on Computer Vision Theory and Applications (VISAPP), 2026 DOI Icon
  • Book Chapter

    Reducing Computational Overhead in Biomedical Image Segmentation via Active Learning and PCA-Based Diversity Filtering in CGP

    Yuri Lavinas, Nathaniel Haut, Sylvain Cussat-Blanc, Wolfgang Banzhaf
    Lecture Notes in Computer Science, Springer: European Conference on Genetic Programming (EuroGP), 2026 DOI Icon
  • Conference

    A Comprehensive Evaluation of Pre-Trained Language Models for Irony Detection in Tweets

    Mayara C. Marinho, Vinicius R. P. Borges
    15th International Conference on Data Science, Technology and Applications (DATA), 2026 DOI Icon
  • Journal

    Transductive Text Classification With Concept Bipartite Graphs and LLM-Assisted Labeling

    Vitor V. de Oliveira, Alan Demétrius B. Valejo, Thiago de Paulo Faleiros
    IEEE Access, vol. 14, 2026 DOI Icon
  • Conference

    Grad-CAM Sensitivity to Orientation Transformations in Breast Cancer Histopathological Images

    Felipe M. Silva, Roberta B. Oliveira
    Workshop de Visão Computacional (WVC) – Revista de Informática Teórica e Aplicada, vol. 33, 2026 (to appear)
  • Book Chapter

    Evaluating Cross-Lingual Semantic Textual Similarity Using BERT-Based Sentence Embeddings

    Nathália O. Pereira, Vinicius R. P. Borges
    Lecture Notes in Networks and Systems, vol. 1514, Springer: Emerging Trends in Information Systems and Technologies, 2025 DOI Icon
  • Conference

    Spatio-Temporal Sign Recognition with Multiscale Vision Transformers and Multimodal Fusion

    Graziela S. Araújo, Luana I. G. de Lima, Roberta B. Oliveira, Guillermo Cámara-Chávez
    LI Latin American Computer Conference (CLEI), 2025 DOI Icon
  • Book Chapter

    GraphRAG on Electronic Health Record: A Knowledge Graph-Enhanced RAG Approach for Healthcare Information Access

    João V. Baptista, Luís P. F. Garcia
    Lecture Notes in Computer Science, Springer: Brazilian Conference on Intelligent Systems (BRACIS), 2025 DOI Icon
  • Book Chapter

    Using Monte Carlo Tree Search to Enhance Search Space Exploration in Cartesian Genetic Programming

    Christina Berghegger, Camilo De La Torre, Sylvain Cussat-Blanc, Yuri Lavinas, David Simoncini
    Lecture Notes in Computer Science, Springer: European Conference on Genetic Programming (EuroGP), 2025 DOI Icon
  • Conference

    Automatic Classification of Access Levels in Documents from the Brazilian Electronic Information System

    Ana Clara B. Borges, Mayara C. Marinho, Rodrigo F. Nogueira, Jacir L. Bordim, Vinicius R. P. Borges
    XII Latin American Symposium on Digital Government (LASDiGov), Congresso da Sociedade Brasileira de Computação (CSBC) 2025 DOI Icon
  • Conference

    On Chromosome Crossover in Multimodal Adaptive Graph Evolution

    Camilo De La Torre, Sylvain Cussat-Blanc, Hervé Luga, Dennis G. Wilson, Yuri Lavinas
    Genetic and Evolutionary Computation Conference Companion (GECCO ’25), ACM, 2025 DOI Icon
  • Conference

    Evolution of Inherently Interpretable Visual Control Policies

    Camilo De La Torre, Giorgia Nadizar, Yuri Lavinas, Hervé Luga, Dennis G. Wilson, Sylvain Cussat-Blanc
    Genetic and Evolutionary Computation Conference (GECCO ’25), ACM, 2025 DOI Icon
  • Book Chapter

    Evolved and Transparent Pipelines for Biomedical Image Classification

    Camilo De La Torre, Giorgia Nadizar, Yuri Lavinas, R. Schwob, C. Franchet, Hervé Luga, Dennis G. Wilson, Sylvain Cussat-Blanc
    Lecture Notes in Computer Science, Springer: European Conference on Genetic Programming (EuroGP), 2025 DOI Icon
  • Book Chapter

    Analyzing the Impact of Coarsening on K-Partite Network Classification

    Thiago de Paulo Faleiros, Paulo E. Althoff, Alan Demétrius B. Valejo
    Lecture Notes in Computer Science, Springer: Brazilian Conference on Intelligent Systems (BRACIS 2024), 2025 DOI Icon
  • Conference

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

    Noelio H. Ferreira, Aleteia P. F. Araujo, Flávio de Barros Vidal
    XLVI Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE), 2025 DOI Icon
  • Journal

    Hierarchical Article Classification: A Multi-Level Framework for Organizing Scholarly Literature

    Luís P. F. Garcia, Jesús P. Mena-Chalco, Rafaela L. Grando, Waldeyr M. C. Silva, Felipe P. Guimaraes, Vanessa de A. Jorge
    IEEE Access, vol. 13, 2025 DOI Icon
  • Conference

    Assessing Rule-Based Document Segmentation and Word Normalization for Legal Ruling Classification

    Giliard A. de Godoi, Adriano Rivolli, Daniele L. Freire, Fabíola S. F. Pereira, Nubia R. Ventura, Alex M. G. Almeida, Luís P. F. Garcia, Marcio de S. Dias, André Carlos P. L. F. Carvalho
    26th Annual International Conference on Digital Government Research (dg.o), 2025 DOI Icon
  • Conference

    Visualizing Communities in Dynamic Multivariate Networks

    Karen Larkina, Oksana Holomsha, Lucas Lemos, Amilcar Soares, Rafael M. Martins, Andreas Kerren, Vinicius R. P. Borges, Celia G. Ralha, Jean R. Ponciano, Claudio D. G. Linhares
    38th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2025 DOI Icon
  • Book Chapter

    Interpretable Genetic Programming Models for Real-World Biomedical Images

    Yuri Lavinas, Camilo De La Torre, Kévin Cortacero, Dennis G. Wilson, Sylvain Cussat-Blanc
    Genetic and Evolutionary Computation, Springer, 2025 DOI Icon
  • Conference

    Evaluation of a Hybrid Approach to Legal Entity Recognition

    Fernando H. Lopes Neto, Luís P. F. Garcia
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2025 DOI Icon
  • Conference

    Could You Tell Me the Process ID? Structuring Text Documents from the Brazilian Electronic Information System Using a Named Entity Recognition Approach

    Mayara C. Marinho, Ana Clara B. Borges, Laryssa O. Ferreira, V. P. Costa, Jacir L. Bordim, Vinicius R. P. Borges
    XXI Brazilian Symposium on Information Systems (SBSI), 2025 DOI Icon
  • Book Chapter

    Hardness Sampling: Exploring Instance Hardness in Pool-Based Active Learning

    Gabriel S. C. Nogueira, Davi P. Santos, André Carlos P. L. F. Carvalho, Luís P. F. Garcia
    Lecture Notes in Computer Science, Springer: Brazilian Conference on Intelligent Systems (BRACIS), 2025 DOI Icon
  • Conference

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

    Bruno de B. Oliveira, Marco A. de Souza, Flávio de Barros Vidal
    XLVI Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE), 2025 DOI Icon
  • Book Chapter

    Generative SLMs Meet Brazilian Legal Documents: Efficient NER via LoRA Fine-Tuning

    Matheus S. O. Oliveira, Pedro B. Pio, Luís P. F. Garcia
    Lecture Notes in Computer Science, Springer: Brazilian Conference on Intelligent Systems (BRACIS), 2025 DOI Icon
  • Journal

    A Novel Open Set Energy-Based Flow Classifier for Network Intrusion Detection

    Manuela M. C. Souza, Camila T. Pontes, João J. C. Gondim, Luís P. F. Garcia, Luiz Da Silva, Eduardo F. M. Cavalcante, Marcelo A. Marotta
    Computers & Security, vol. 157, 2025 DOI Icon
  • Conference

    Detectando Deepfakes em Vídeos: Uma Abordagem Simples e Eficiente Utilizando Redes Neurais Residuais Profundas

    Flávio de Barros Vidal, Christian C. Franca, Carla M. C. Cavalcante Koike
    LII Seminário Integrado de Software e Hardware (SEMISH), 2025 DOI Icon
  • Journal

    Segmentation of Skin Lesions and Their Attributes in Dermatoscopic Images Based on Convolutional Neural Networks

    Antônio Vinicius M. Rodrigues, Roberta B. Oliveira
    Revista de Informática Teórica e Aplicada (RITA), vol. 32, 2025 DOI Icon
  • Conference

    ModBERTBr: A ModernBERT-Based Model for Brazilian Portuguese

    Wallace Ben T. L. Wu, Luís P. F. Garcia
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2025 DOI Icon
  • Journal

    Enhancing Podocyte Degenerative Changes Identification With Pathologist Collaboration: Implications for Improved Diagnosis in Kidney Diseases

    George Barros, José N. A. M. da Silva, Henrique M. S. Proença, Stanley A. Araújo, David C. Wanderley, Luciano R. de Oliveira, Washington L. C. Dos-Santos, Angelo A. Duarte, Flávio de Barros Vidal
    IEEE Journal of Translational Engineering in Health and Medicine, vol. 12, 2024DOI Icon
  • Conference

    Natural Language Processing Approaches for Accrediting Students on Extracurricular Activities

    João Pedro F. M. Cavalcante, Mayara C. Marinho, Vinicius R. P. Borges
    Brazilian Symposium on Computers in Education (SBIE), 2024DOI Icon
  • Book Chapter

    Lessons Learned on Summarizing Legal Documents Combining Reinforcement Learning and ChatGPT

    Eric Hans M. da Silva, Marcelo Ladeira
    Lecture Notes in Networks and Systems, vol. 1049, Springer: Intelligent Systems Design and Applications (ISDA), 2024DOI Icon
  • Conference

    On Search Trajectory Networks for Graph Genetic Programming

    Camilo De La Torre, Sylvain Cussat-Blanc, Dennis G. Wilson, Yuri Lavinas
    Genetic and Evolutionary Computation Conference Companion (GECCO ’24), ACM, 2024DOI Icon
  • Book Chapter

    Multimodal Adaptive Graph Evolution for Program Synthesis

    Camilo De La Torre, Yuri Lavinas, Kévin Cortacero, Hervé Luga, Dennis G. Wilson, Sylvain Cussat-Blanc
    Lecture Notes in Computer Science, Springer: Parallel Problem Solving from Nature (PPSN XVIII), 2024DOI Icon
  • Conference

    Pre-trained Language Models for Multi-Label Text Classification of Competitive Programming Problems

    Bruno V. de Souza, Ana Sofia S. Silvestre, Victor Hugo F. Lisboa, Vinicius R. P. Borges
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2024DOI Icon
  • Journal

    Desenvolvimento de Ferramenta de Análise de Sentimentos para Identificação de Possíveis Sinais de Comportamento Depressivo na Rede Social Twitter

    Luan M. G. Freitas, Marcelo Ladeira, Marcos F. Caetano
    Revista Eletrônica de Iniciação Científica em Computação (REIC), vol. 22, 2024DOI Icon
  • Journal

    DODFMiner: An Automated Tool for Named Entity Recognition from Official Gazettes

    Gabriel M. C. Guimarães, Felipe X. B. da Silva, Andrei L. Queiroz, Ricardo M. Marcacini, Thiago de Paulo Faleiros, Vinicius R. P. Borges, Luís P. F. Garcia
    Neurocomputing, vol. 568, 2024DOI Icon
  • Journal

    Legal Document Segmentation and Labeling Through Named Entity Recognition Approaches

    Gabriel M. C. Guimarães, Felipe X. B. da Silva, L. A. B. Macedo, Victor Hugo F. Lisboa, Andrei L. Queiroz, Ricardo M. Marcacini, Thiago de Paulo Faleiros, Vinicius R. P. Borges, Luís P. F. Garcia
    Journal of Information and Data Management (JIDM), vol. 15, 2024DOI Icon
  • Book Chapter

    Adaptive Sampling of Biomedical Images with Cartesian Genetic Programming

    Yuri Lavinas, Nathaniel Haut, W. Punch, Wolfgang Banzhaf, Sylvain Cussat-Blanc
    Lecture Notes in Computer Science, Springer: Parallel Problem Solving from Nature (PPSN XVIII), 2024DOI Icon
  • Conference

    Data Sampling via Active Learning in Cartesian Genetic Programming for Biomedical Data

    Yuri Lavinas, Nathaniel Haut, W. Punch, Wolfgang Banzhaf, Sylvain Cussat-Blanc
    IEEE Congress on Evolutionary Computation (CEC), 2024DOI Icon
  • Conference

    Dynamically Sampling Biomedical Images for Genetic Programming

    Yuri Lavinas, Nathaniel Haut, W. Punch, Wolfgang Banzhaf, Sylvain Cussat-Blanc
    Genetic and Evolutionary Computation Conference Companion (GECCO ’24), ACM, 2024DOI Icon
  • Journal

    Multiobjective Evolutionary Component Effect on Algorithm Behaviour

    Yuri Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus Aranha
    ACM Transactions on Evolutionary Learning and Optimization, vol. 4, 2024DOI Icon
  • Conference

    Long Short-Term Memory Approaches for Weather Forecasting from Local Stations

    Carolina E. Machado, Kléber R. da Paixão Ataíde, Vinicius R. P. Borges
    9th International Conference on Frontiers of Signal Processing (ICFSP), 2024DOI Icon
  • Conference

    Estratégias Computacionais Baseadas em Similaridade de Textos e Visualização Exploratória para a Identificação de Inconsistências em Notas Fiscais Eletrônicas

    Mayara C. Marinho, L. Weigang, V. D. Oliveira, Maria Cristina F. de Oliveira, Vinicius R. P. Borges
    XX Brazilian Symposium on Information Systems (SBSI), 2024DOI Icon
  • Journal

    Empirical Comparison of EEG Signal Classification Techniques Through Genetic Programming-Based AutoML: An Extended Study

    Icaro M. Miranda, Claus de C. Aranha, André Carlos P. L. F. de Carvalho, Luís P. F. Garcia
    Journal of Information and Data Management (JIDM), vol. 15, 2024DOI Icon
  • Journal

    Combining Prompt-Based Language Models and Weak Supervision for Labeling Named Entity Recognition on Legal Documents

    Vitor V. Oliveira, G. Nogueira, Thiago de Paulo Faleiros, Ricardo M. Marcacini
    Artificial Intelligence and Law, vol. 32, 2024DOI Icon
  • Conference

    Proactive Management of Offensive Profiles: Detecting Trends in Cyberattacks on Institutions in Brazil Through the Analysis of Hacker Communities Using Complex Networks and Machine Learning Algorithms

    Claudio H. M. de Oliveira, Marcelo Ladeira, Flavio Q. Guimarães
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2024DOI Icon
  • Conference

    Relato dos Impactos e Ações Internas à Luz da Proposta de Transformação Digital no Governo Federal: o Caso da ANCINE

    Patrícia A. de Oliveira, Bruno Schneider
    XII Workshop de Computação Aplicada em Governo Eletrônico (WCGE), Congresso da Sociedade Brasileira de Computação, 2024DOI Icon
  • Journal

    Two Meta-Learning Approaches for Noise Filter Algorithm Recommendation

    Pedro B. Pio, Adriano Rivolli, André Carlos P. L. F. de Carvalho, Luís P. F. Garcia
    Journal of Information and Data Management (JIDM), vol. 15, 2024DOI Icon
  • Journal

    Improving the Evidential Value of Low-Quality Face Images with Aggregation of Deep Neural Network Embeddings

    Rafael O. Ribeiro, João C. Neves, Arnout Ruifrok, Flávio de Barros Vidal
    Science & Justice, vol. 64, 2024DOI Icon
  • Conference

    A Multi-Label Classification Approach for Categorizing Beginner Programming Problems from Online Judges

    Ana Sofia S. Silvestre, Bruno V. de Souza, Victor Hugo F. Lisboa, Vinicius R. P. Borges
    IEEE Frontiers in Education Conference (FIE), 2024DOI Icon
  • Conference

    Evaluation of Named Entity Recognition Using Ensemble in Transformers Models for Brazilian Public Texts

    Eutino J. V. Sirqueira, Flávio de Barros Vidal
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2024DOI Icon
  • Conference

    A Tree-Organized Chatbot Proposal to Provide a Single Digital Channel to Access Specific Chatbots in a Real Brazilian Digital Government Environment

    Ronaldo Agra, Bruno G. Resende, Celio C. Wermelinger, Pollyanna C. O. Dias, Marcelo Ladeira
    18th Iberian Conference on Information Systems and Technologies (CISTI), 2023 DOI Icon
  • Journal

    Coarsening Effects on K-Partite Network Classification

    Paulo E. Althoff, Alan Demétrius B. Valejo, Thiago de Paulo Faleiros
    Applied Network Science, vol. 8, 2023 DOI Icon
  • Conference

    Quantifying the Impact of Image Degradation on Deep Learning Models in Face Recognition Systems

    Leandro D. Carneiro, Flávio de Barros Vidal
    XX National Meeting on Artificial and Computational Intelligence (ENIAC), 2023 DOI Icon
  • Conference

    A Financial Distress Prediction Using a Non-Stationary Dataset

    Rubens M. Chaves, André L. D. Rossi, Luís P. F. Garcia
    XX National Meeting on Artificial and Computational Intelligence (ENIAC), 2023 DOI Icon
  • Book Chapter

    Financial Distress Prediction in an Imbalanced Data Stream Environment

    Rubens M. Chaves, André L. D. Rossi, Luís P. F. Garcia
    Lecture Notes in Computer Science, Springer: International Conference on Hybrid Artificial Intelligence Systems (HAIS), 2023 DOI Icon
  • Conference

    Generating and Understanding Predictive Models for Student Attrition in Public Higher Education

    Tiago de Souza Fernandes, Guilherme N. Ramos
    IEEE Frontiers in Education Conference (FIE), 2023 DOI Icon
  • Conference

    Evolving Graphs with Cartesian Genetic Programming with Lexicase Selection

    Yuri Lavinas, Kévin Cortacero, Sylvain Cussat-Blanc
    Genetic and Evolutionary Computation Conference Companion (GECCO ’23), ACM, 2023 DOI Icon
  • Conference

    An Actor-Critic Architecture for Community Detection Ablation Study

    Rafael Henrique N. Lima, Aurélio R. Costa, Thiago de Paulo Faleiros, Celia G. Ralha
    IEEE Symposium Series on Computational Intelligence (SSCI), 2023 DOI Icon
  • Conference

    AbCD: A Component-Wise Adjustable Framework for Dynamic Optimization Problems

    Alexandre Mascarenhas, Yuri Lavinas, Claus Aranha
    Genetic and Evolutionary Computation Conference Companion (GECCO ’23), ACM, 2023 DOI Icon
  • Book Chapter

    Model Performance Prediction: A Meta-Learning Approach for Concept Drift Detection

    Fernanda A. Melo, André Carlos P. L. F. Carvalho, Ana C. Lorena, Luís P. F. Garcia
    Lecture Notes in Computer Science, Springer: International Conference on Hybrid Artificial Intelligence Systems (HAIS), 2023 DOI Icon
  • Book Chapter

    Local Optima Networks for Assisted Seismic History Matching Problems

    Paul Mitchell, Gabriela Ochoa, Yuri Lavinas, Romain Chassagne
    Lecture Notes in Computer Science, Springer, 2023 DOI Icon
  • Book Chapter

    Investigation of Deep Active Self-Learning Algorithms Applied to Named Entity Recognition

    José Reinaldo Cunha S. A. V. S. Neto, Thiago de Paulo Faleiros
    Lecture Notes in Computer Science, vol. 14197, Springer: Brazilian Conference on Intelligent Systems (BRACIS), 2023 DOI Icon
  • Conference

    Positive Unlabeled Learning: Adapting NMF for Text Classification

    Lucas S. S. Nunes, Thiago de Paulo Faleiros, Rafael G. Rossi
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2023 DOI Icon
  • Book Chapter

    Decision/Objective Space Trajectory Networks for Multi-Objective Combinatorial Optimisation

    Gabriela Ochoa, Arnaud Liefooghe, Yuri Lavinas, Claus Aranha
    Lecture Notes in Computer Science, Springer: European Conference on Evolutionary Computation in Combinatorial Optimization (EvoCOP), 2023 DOI Icon
  • Conference

    Spending Pattern Visualization Using Unsupervised Machine Learning

    Gabriel P. Oliveira, Jadson C. Gertrudes, Roberta B. Oliveira
    XXXVIII Brazilian Symposium on Databases (SBBD), 2023 DOI Icon
  • Journal

    Applying One-Class Algorithms for Data Stream-Based Insider Threat Detection

    Rafael B. Peccatiello, João José C. Gondim, Luís P. F. Garcia
    IEEE Access, vol. 11, 2023 DOI Icon
  • Journal

    Neural Architecture Search with Interpretable Meta-Features and Fast Predictors

    Gean T. Pereira, Iury B. A. Santos, Luís P. F. Garcia, Thierry Urruty, Muriel Visani, André Carlos P. L. F. de Carvalho
    Information Sciences, vol. 648, 2023 DOI Icon
  • Conference

    Aplicação de Modelos de Tópicos em análises automatizadas de discursos de senadores brasileiros

    Victor Landim T. Pinheiro, Thiago de Paulo Faleiros
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2023 DOI Icon
  • Journal

    A Review on Preprocessing Algorithm Selection with Meta-Learning

    Pedro B. Pio, Adriano Rivolli, André Carvalho P. L. F. de Carvalho, Luís P. F. Garcia
    Knowledge and Information Systems, vol. 65, 2023 DOI Icon
  • Conference

    Noise Filter with Hyperparameter Recommendation: A Meta-Learning Approach

    Pedro B. Pio, Adriano Rivolli, André Carlos P. L. F. de Carvalho, Luís P. F. Garcia
    Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 2023 DOI Icon
  • Journal

    Coarsening Algorithm Based on Multi-Label Propagation for Knowledge Discovery in Bipartite Networks

    Alan Demétrius B. Valejo, Paulo E. Althoff, Thiago de Paulo Faleiros, Geraldo P. R. Filho, Yu-tao Zhu, Jianglong Yan, Weiguang Liu, Liang Zhao
    IEEE Transactions on Network Science and Engineering, vol. 10, 2023 DOI Icon
  • Journal

    DashGen: Development of a Computational Tool for Flexible Visualization in Complex Primary Health Care Databases in the Brazil Public Health System

    Flávio de Barros Vidal, Aleteia P. F. Araujo, R. P. L. Muller, Jorge Henrique C. Fernandes
    Procedia Computer Science, vol. 219, 2023 DOI Icon
  • Conference

    Value estimation of properties administered by the Brazilian Army using machine learning and spatial components

    José Nilo A. de Sousa Neto, Marcelo Ladeira
    Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), pp. 17-24, 2022DOI Icon
  • Journal

    U-Net based network applied to skin lesion segmentation: An ablation study

    Graziela S. Araujo, Guillermo Camara-Chavez, Roberta B. Oliveira
    CLEI Electronic Journal, vol. 25, 2022DOI Icon
  • Book Chapter

    A probabilistically-oriented analysis of the performance of ASR systems for Brazilian radios and TVs

    Diego M. de Azevedo, Guilherme S. Rodrigues, Marcelo Ladeira
    Lecture Notes in Computer Science: Intelligent Systems, vol. 13654, Springer: Brazilian Conference on Intelligent Systems (BRACIS), 2022DOI Icon
  • Conference

    Deep-vacuity: A proposal of a machine learning platform based on high-performance computing architecture for insights on Government of Brazil Official Gazettes

    Leonardo R. de Carvalho, Felipe S. Lopes, Jefferson Chaves, Marcos C. Lima, Flávio E. Gomes de Deus, Aletéia P. F. A. von Paungarthem, Flavio de Barros Vidal
    Proceedings of the 18th International Conference on Web Information Systems and Technologies, pp. 136-143, SciTePress, 2022DOI Icon
  • Conference

    Método Ensemble de Modelos Híbridos para Detecção de Barragem de Rejeitos em Imagem de Satélite

    Diego A. B. Cardoso, Matheus R. Guimarães, Roberta B. Oliveira
    XXIV Congresso Brasileiro de Automática (Vol. 3), 2022DOI Icon
  • Conference

    PodNet: Ensemble-based classification of podocytopathy on kidney glomerular images

    George O. Barros, David C. Wanderley, Luciano O. Rebouças, Washington L. C. dos Santos, Angelo A. Duarte, Flavio de Barros Vidal
    Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 5, pp. 405-412, SciTePress, 2022DOI Icon
  • Conference

    Analysis of student performance and social-economic data in introductory computer science courses at the University of Brasilia

    Rodrigo F. Silveira, Maristela Holanda, Guilherme N. Ramos, Marcio Victorino, Dilma da Silva
    2022 IEEE Frontiers in Education Conference (FIE), pp. 1-8, IEEE, 2022DOI Icon
  • Conference

    Visual analysis of educational data: A case study of introductory programming courses at the University of Brasilia

    Luiza A. Hansen, Maristela Holanda, Vinicius R. P. Borges, Dilma da Silva
    2022 IEEE Frontiers in Education Conference (FIE), pp. 1-8, IEEE, 2022DOI Icon
  • Book Chapter

    Algorithmic abstraction and mathematical knowledge on rates of dropout from computing degree courses

    Raphael M. Hoed, Marcelo Ladeira, Leticia Lopes Leite
    Novel Research Aspects in Mathematical and Computer Science, vol. 5, pp. 19-39, Book Publisher International, 2022DOI Icon
  • Conference

    Food data analysis using multidimensional visualizations based on point placement

    Maria Eduarda M. de Holanda, Bernardo Romão, Raquel B. A. Botelho, Renata P. Zandonadi, Vinicius R. P., Borges
    Conference on Graphics, Patterns and Images (SIBGRAPI), Workshop of Undergraduate Works, 2022DOI Icon
  • Conference

    New state-of-the-art for question answering on Portuguese SQuAD v1.1

    Eric Hans M. da Silva, J. Laterza, Thiago de Paulo Faleiros
    Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), 2022DOI Icon
  • Book Chapter

    Search trajectories networks of multiobjective evolutionary algorithms

    Yuri Lavinas, Claus de C. Aranha, Gabriela Ochoa
    Lecture Notes in Computer Science, pp. 223-238, Springer International Publishing, 2022DOI Icon
  • Journal

    Faster convergence in multi-objective optimization algorithms based on decomposition

    Yuri Lavinas, Marcelo Ladeira, Claus de C. Aranha
    Evolutionary Computation, vol. 30, no. 3, pp. 355-380, 2022DOI Icon
  • Conference

    Component-wise analysis of automatically designed multiobjective algorithms on constrained problems

    Yuri Lavinas, Marcelo Ladeira, Gabriela Ochoa, Claus de C. Aranha
    Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2022DOI Icon
  • Conference

    BERT self-learning approach for document classification with limited labels

    Carlos E. Lima, Thiago de Paulo Faleiros
    Lecture Notes in Computer Science (LNCS), Springer: International Conference on Learning and Intelligent Optimization (LION), 2022DOI Icon
  • Conference

    Botnet detection based on network flow analysis using inverse statistics

    Daniele A. G. Lopes, Marcelo A. Marotta, Marcelo Ladeira, João José C. Gondim
    2022 17th Iberian Conference on Information Systems and Technologies (CISTI), pp. 1-6, IEEE, 2022DOI Icon
  • Conference

    Detecção de botnets baseada na análise de fluxos de rede utilizando estatística inversa

    Daniele A. G. Lopes, Marcelo A. Marotta, Marcelo Ladeira, João José C. Gondim
    XL Brazilian Symposium on Computer Networks and Distributed Systems (SBRC), 2022DOI Icon
  • Journal

    Sequence-aware multimodal page classification of Brazilian legal documents

    Pedro H. Luz de Araujo, Ana Paula G. S. de Almeida, Fabricio A. Braz, Nilton C. da Silva, Flavio de Barros Vidal, Teo de Campos
    International Journal on Document Analysis and Recognition (IJDAR), vol. 25, 2022DOI Icon
  • Book Chapter

    Visual analysis of electronic invoices to identify suspicious cases of tax frauds

    Mayara C. Marinho, Vinicius Di Oliveira, Sérgio A. P. B. Neto, Li Weigang, Vinicius R. P. Borges
    Information Technology and Systems (ICITS 2022) (Lecture Notes in Networks and Systems, vol. 414, pp. 185-195), Springer, 2022DOI Icon
  • Conference

    Genetic programming-based AutoML for EEG signal classification – A comparative study

    Icaro M. Miranda, Claus de C. Aranha, André Carlos P. L. F. de Carvalho, Luís P. F. Garcia
    Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), 2022DOI Icon
  • Conference

    Meta-learning approach for noise filter algorithm recommendation

    Pedro B. Pio, Adriano Rivolli, Luís P. F. Garcia
    Symposium on Knowledge Discovery, Mining and Learning (KDMiLe), 2022DOI Icon
  • Journal

    Meta-features for meta-learning

    Adriano Rivolli, Luís P. F. Garcia, Carlos Soares, Joaquin Vanschoren, André Carlos P. L. F. de Carvalho
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