Artigos

• A Contrastive Objective for Training Continuous Generative Flow Networks

  Tiago da Silva, Diego Mesquita

  3-16

  • Springer (English)
• A Data Distribution-Based Ensemble Generation Applied to Wind Speed Forecasting

  Diogo M. Almeida, Paulo S. G. de Mattos Neto, Daniel C. Cunha

  17-32

  • Springer (English)
• A Large Dataset of Spontaneous Speech with the Accent Spoken in São Paulo for Automatic Speech Recognition Evaluation

  Rodrigo Lima, Sidney E. Leal, Arnaldo Candido Junior, Sandra M. Aluísio

  33-47

  • Springer (English)
• A Multi-level Semantics Formalism for Multi-Agent Microservices

  Alison R. Panisson, Giovani P. Farias

  48-63

  • Springer (English)
• A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization

  Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda M. dos Santos, Alessandro L. Koerich, Waldir S. da Silva Junior

  64-79

  • Springer (English)
• A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged Roads

  Rafael S. Toledo, Cristiano S. Oliveira, Vitor H. T. Oliveira, Eric A. Antonelo, Aldo von Wangenheim

  80-95

  • Springer (English)
• A Unified Framework for Average Reward Criterion and Risk

  Willy Arthur Silva Reis, Karina Valdivia Delgado, Valdinei Freire

  96-110

  • Springer (English)
• Adaptive Client-Dropping in Federated Learning: Preserving Data Integrity in Medical Domains

  Arthur Negrão, Guilherme Silva, Rodrigo Pedrosa, Eduardo Luz, Pedro Silva

  111-126

  • Springer (English)
• An Ensemble of LLMs Finetuned with LoRA for NER in Portuguese Legal Documents

  Rafael Oleques Nunes, Letícia Maria Puttlitz, Antonio Oss Boll, Andre Spritzer, Carla Maria Dal Sasso Freitas, Dennis Giovani Balreira, Anderson Rocha Tavares

  127-140

  • Springer (English)
• An Instance Level Analysis of Classification Difficulty for Unlabeled Data

  Patricia S. M. Ueda, Adriano Rivolli, Ana Carolina Lorena

  141-155

  • Springer (English)
• Analyzing the Impact of Coarsening on k-Partite Network Classification

  Thiago de Paulo Faleiros, Paulo Eduardo Althoff, Alan Demétrius Baria Valejo

  156-168

  • Springer (English)
• Applying Transformers for Anomaly Detection in Bus Trajectories

  Michael Cruz, Luciano Barbosa

  169-184

  • Springer (English)
• Aroeira: A Curated Corpus for the Portuguese Language with a Large Number of Tokens

  Thiago Lira, Flávio Cação, Cinthia Souza, João Valentini, Edson Bollis, Otavio Oliveira, Renato Almeida, Marcio Magalhães, Katia Poloni, Andre Oliveira, Lucas Pellicer

  185-199

  • Springer (English)
• Assessing Adversarial Effects of Noise in Missing Data Imputation

  Arthur Dantas Mangussi, Ricardo Cardoso Pereira, Pedro Henriques Abreu, Ana Carolina Lorena

  200-214

  • Springer (English)
• Assessing European and Brazilian Portuguese LLMs for NER in Specialised Domains

  Rafael Oleques Nunes, Joaquim Santos, Andre Spritzer, Dennis Giovani Balreira, Carla Maria Dal Sasso Freitas, Fernanda Olival, Helena Freire Cameron, Renata Vieira

  215-230

  • Springer (English)
• BASWE: Balanced Accuracy-Based Sliding Window Ensemble for Classification in Imbalanced Data Streams with Concept Drift

  Douglas Amorim de Oliveira, Karina Valdivia Delgado, Marcelo de Souza Lauretto

  231-246

  • Springer (English)
• Beyond Audio Signals: Generative Model-Based Speaker Diarization in Portuguese

  Antônio Oss Boll, Letícia Maria Puttlitz, Heloísa Oss Boll, Rodrigo Mor Malossi

  247-259

  • Springer (English)
• Classification of Non-alcoholic Fatty Liver Disease in Thermal Images of the Liver Using a Siamese Neural Network

  Maxwell Pires Silva, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva

  260-269

  • Springer (English)
• Classifying Graphs of Elementary Mathematical Functions Using Convolutional Neural Networks

  Joaquim Viana, Helder Matos, Marcelle Mota, Reginaldo Santos

  270-280

  • Springer (English)
• Comparing Neural Network Encodings for Logic-Based Explainability

  Levi Cordeiro Carvalho, Saulo A. F. Oliveira, Thiago Alves Rocha

  281-295

  • Springer (English)
• Deep Learning Approach to Temporal Dimensionality Reduction of Volumetric Computed Tomography

  Lucas Almeida da Silva, Eulanda Miranda dos Santos, Rafael Giusti

  296-309

  • Springer (English)
• Deployment of IBM Federated Learning Platform and Aggregation Algorithm Comparison: A Case Study Using the MNIST Dataset

  Hans Herbert Schulz, Benjamin Grando Moreira

  310-323

  • Springer (English)
• Detection of Pathological Regions of the Gastrointestinal Tract in Capsule Images Using EfficientNetV2 and YOLOv8

  Anderson Lopes Silva, Hellen Guterres França, Carlos Mendes dos Santos Neto, Alexandre César Pinto Pessoa, Darlan Bruno Pontes Quintanilha, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva

  324-339

  • Springer (English)
• Dual-Bandwidth Spectrogram Analysis for Speaker Verification

  Rafaello Virgilli, Arnaldo Candido Junior, Augusto Seben da Rosa, Frederico S. Oliveira, Anderson da Silva Soares

  340-351

  • Springer (English)
• Dynamicity Analysis in the Selection of Classifier Ensembles Parameters

  Jesaías Carvalho Pereira Silva, Anne Magaly de Paula Canuto, Araken de Medeiros Santos

  352-367

  • Springer (English)
• Embedding Representations for AutoML Pipelines

  Camila Santana Braz, Matheus Cândido Teixeira, Gisele Lobo Pappa

  368-382

  • Springer (English)
• Enhancing Graph Data Quality by Leveraging Heterogeneous Node Features and Embeddings

  Silvio Fernando Angonese, Renata Galante

  383-398

  • Springer (English)
• Ensemble of CNNs for Enhanced Leukocyte Classification in Acute Myeloid Leukemia Diagnosis

  Leonardo P. Sousa, Romuere R. V. Silva, Maíla L. Claro, Flávio H. D. Araújo, Rodrigo N. Borges, Vinicius P. Machado, Rodrigo M. S. Veras

  399-413

  • Springer (English)
• ERASMO: Leveraging Large Language Models for Enhanced Clustering Segmentation

  Fillipe dos Santos Silva, Gabriel Kenzo Kakimoto, Julio Cesar dos Reis, Marcelo S. Reis

  414-429

  • Springer (English)
• Euclidean Alignment for Transfer Learning in Multi-band Common Spatial Pattern

  Marcelo M. Amorim, Leonardo Prata, João Stephan Maurício, Alex Borges, Heder Bernardino, Gabriel de Souza

  430-443

  • Springer (English)
• Evaluating CNN-Based Classification Models Combined with the Smoothed Pseudo Wigner-Ville Distribution to Identify Low Probability of Interception Radar Signals

  Edgard B. Alves, Jorge A. Alves, Ronaldo R. Goldschmidt

  444-459

  • Springer (English)
• Evaluating Large Language Models for Tax Law Reasoning

  João Paulo Cavalcante Presa, Celso Gonçalves Camilo Junior, Sávio Salvarino Teles de Oliveira

  460-474

  • Springer (English)
• Explaining Biomarker Response to Anticoagulant Therapy in Atrial Fibrillation: A Study of Warfarin and Rivaroxaban with Machine Learning Models

  Adriano Veloso, Gianlucca Zuin, Luan Sena

  475-487

  • Springer (English)
• Going Bananas! - Unfolding Program Synthesis with Origami

  Matheus Campos Fernandes, Fabrício Olivetti de França, Emilio Francesquini

  3-18

  • Springer (English)
• GovBERT-BR: A BERT-Based Language Model for Brazilian Portuguese Governmental Data

  Mariana O. Silva, Gabriel P. Oliveira, Lucas G. L. Costa, Gisele L. Pappa

  19-32

  • Springer (English)
• Growing Self-Organizing Maps for Multi-label Classification

  Pedro Henrique Casarotto, Ricardo Cerri

  33-48

  • Springer (English)
• HEACT: Hybrid Evolutionary Algorithm for the Multi-region Multi-objective Cloud Task Scheduling Problem. A Study of Workflow Scheduling in AWS EC2

  Vinicius Renan de Carvalho, Jaime Simão Sichman

  49-64

  • Springer (English)
• Heuristic Solutions for the 2D Bin-Packing Problem with Varied Size

  Eduardo Augusto Militão Fernandes, Thiago Ferreira de Noronha, Amadeu Almeida Coco

  65-80

  • Springer (English)
• Humanities and AI: Ethical Education in Technology Careers

  Laura Simões Camargo, Enio Alterman Blay, Gabriela Soares Schmidt

  81-93

  • Springer (English)
• Impact of Parent Selection Operator on the FDEA Algorithm

  João Pedro A. de Oliveira, Olacir R. Castro Jr.

  94-109

  • Springer (English)
• Improving LLMs’ Reasoning and Planning with Finite-State Machines

  Eduardo Faria Cabrera, Marcel Rodrigues de Barros, Anna Helena Reali Costa

  110-124

  • Springer (English)
• Improving Short-Content Misinformation Detection Using Multiple Aspect Trajectories Classification Techniques

  Juan Pablo Chavarro Sanchez, Tarlis Tortelli Portela, Jônata Tyska Carvalho

  125-139

  • Springer (English)
• InRanker: Distilled Rankers for Zero-Shot Information Retrieval

  Thiago Soares Laitz, Konstantinos Papakostas, Roberto Lotufo, Rodrigo Nogueira

  140-154

  • Springer (English)
• Investigating Behavior Cloning from Few Demonstrations for Autonomous Driving Based on Bird’s-Eye View in Simulated Cities

  Eric Aislan Antonelo, Gustavo Claudio Karl Couto, Christian Möller, Pedro Henrique Fernandes

  155-168

  • Springer (English)
• Investigating Universal Adversarial Attacks Against Transformers-Based Automatic Essay Scoring Systems

  Igor Cataneo Silveira, André Barbosa, Daniel Silva Lopes da Costa, Denis Deratani Mauá

  169-183

  • Springer (English)
• Likelihood Estimator for Multi Model-Based Reinforcement Learning

  Guilherme Albarrans, Valdinei Freire

  184-198

  • Springer (English)
• LLM-Driven Chest X-Ray Report Generation With a Modular, Reduced-Size Architecture

  Talles Viana Vargas, Helio Pedrini, André Santanchè

  199-211

  • Springer (English)
• Multilingual Extractive Summarization: Investigating State-of-the-Art Methods for English and Brazilian Portuguese

  Germano Antonio Zani Jorge, Davi Alves Bezerra, Clarissa Castellã Xavier, Thiago Alexre Salgueiro Pardo

  212-223

  • Springer (English)
• Multimodal and Hybrid Models for Predicting SCD Risk in Chagas Cardiomyopathy

  Isabelly P. da Costa, Bruno M. P. Takazono, Carlos H. L. Cavalcante, João P. V. Madeiro, Roberto C. Pedrosa

  224-237

  • Springer (English)
• On the Equivalence Between Logic Programs and Bipolar Argumentation Frameworks

  Renan Cordeiro, João Alcântara

  238-253

  • Springer (English)
• Optimizing CleanUNet Architecture Parameters for Enhancing Speech Denoising

  Matheus Vieira da Silva, João Fernando Mari, André Ricardo Backes

  254-264

  • Springer (English)
• Portuguese Emotion Detection Model Using BERTimbau Applied to COVID-19 News and Replies

  Francisco Bráulio Oliveira, Jaime Simão Sichman

  265-280

  • Springer (English)
• Predicting Bull and Bear Markets: A Deep Learning and Linear Regression Study in Cryptocurrencies

  João Paulo Costa e Souza, Rodolfo I. Meneguette, Vinícius P. Gonçalves, Fábio L. L. de Mendonça, Francisco Airton Silva, Geraldo P. Rocha Filho

  281-295

  • Springer (English)
• Predicting Energy Consumption Data Using Deep Learning: An LSTM Approach

  Julio Macedo Chaves, Elene Firmeza Ohata, Matheus Araujo dos Santos, José Daniel de Alencar Santos, Matheus Jardim Bernardes, Daniel Seleme Dora, Pedro Pedrosa Rebouças Filho

  296-308

  • Springer (English)
• Pseudonymization in Legal Texts According to the LGPD: A Named Entity Recognition Approach

  Marcelo Anselmo, Bruno César Ribas

  309-323

  • Springer (English)
• ptt5-v2: A Closer Look at Continued Pretraining of T5 Models for the Portuguese Language

  Marcos Piau, Roberto Lotufo, Rodrigo Nogueira

  324-338

  • Springer (English)
• Question Answering with Texts and Tables Through Deep Reinforcement Learning

  Marcos M. José, Flávio N. Cação, Maria F. Ribeiro, Rafael M. Cheang, Paulo Pirozelli, Fabio G. Cozman

  339-353

  • Springer (English)
• Reinforcement Learning with Utility-Based Semantic for Goals

  Christian Delgado Polar, Karina Valdivia Delgado, Valdinei Freire

  354-369

  • Springer (English)
• SARA - A Generative AI for Legal Process Summarization Based on Chain of Density Prompt Engineering

  Francisco das Chagas Jucá Bomfim, Joao Araujo Monteiro Neto, Gilson Bezerra Filho, Vasco Furtado, Vládia Pinheiro

  370-383

  • Springer (English)
• Semi-supervised Predictive Clustering Trees for Multi-label Protein Subcellular Localization

  Leonardo U. Alcantara, Isaac Triguero, Ricardo Cerri

  384-399

  • Springer (English)
• Siamese Network-Based Prioritization for Enhanced Multi-document Summarization

  Klaifer Garcia, Lilian Berton

  400-415

  • Springer (English)
• Standing on the Shoulders of Giants

  Lucas F. F. Cardoso, José de Sousa Ribeiro Filho, Vitor C. A. Santos, Regiane S. Kawasaki Francês, Ronnie C. O. Alves

  416-430

  • Springer (English)
• SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section

  Leandro Carísio Fernandes, Gustavo Bartz Guedes, Thiago Soares Laitz, Thales Sales Almeida, Rodrigo Nogueira, Roberto Lotufo, Jayr Pereira

  431-444

  • Springer (English)
• Traffic Forecasting Using Federated Randomized High-Order Fuzzy Cognitive Maps

  Omid Orang, Felipe A. R. da Silva, Petrônio C. L. Silva, Pedro H. S. S. Barros, Heitor S. Ramos, Frederico G. Guimarães

  445-459

  • Springer (English)
• Unsupervised Statistical Keyword Extraction Pipeline: Is LLM All You Need?

  Fernando Rezende Zagatti, Daniel Lucrédio, Helena de Medeiros Caseli

  460-475

  • Springer (English)
• Using Complex Networks to Improve Legal Text Hierarchical Classification

  Rilder S. Pires, Raquel Silveira, Carlos G. O. Fernandes, João A. Monteiro Neto, Vasco Furtado

  476-490

  • Springer (English)
• A Case Study on Water Demand Forecasting in a Coastal Tourist City

  Antoniel Kleber Stefaniak, Pablo Andretta Jaskowiak, Lucas Weihmann

  3-17

  • Springer (English)
• A Knowledge Engineering-Based Approach to Detect Gaming the System in Novice Programmers

  Hemilis Joyse Barbosa Rocha, Evandro de Barros Costa, Patricia Cabral de Azevedo Restelli Tedesco

  18-33

  • Springer (English)
• Acoustic Features and Autoencoders for Fault Detection in Rotating Machines: A Case Study

  Leonardo Afonso Ferreira Bortoni, Pablo Andretta Jaskowiak

  34-49

  • Springer (English)
• Affective States in Novice Programmers: Automatically Detecting and Analyzing the Impact on Learning

  Hemilis Joyse Barbosa Rocha, Bruno Almeida Pimentel, Evandro de Barros Costa, Patricia Cabral de Azevedo Restelli Tedesco

  50-65

  • Springer (English)
• An Analysis of Time-Frequency Consistency in Human Activity Recognition

  Nícolas Hecker, Otávio O. Napoli, Jaime Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin

  66-81

  • Springer (English)
• An Evaluation of Temporal Neighborhood Coding Variants in Smartphone-Based Human Activity Recognition

  Gustavo P. C. P. da Luz, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin

  82-94

  • Springer (English)
• AnisotropicBreast-ViT: Breast Cancer Classification in Ultrasound Images Using Anisotropic Filtering and Vision Transformer

  João Otávio Bandeira Diniz, Neilson P. Ribeiro, Domingos A. Dias Jr., Luana B. da Cruz, Giovanni L. F. da Silva, Daniel L. Gomes Jr, Anselmo C. de Paiva, Aristófanes C. Silva

  95-109

  • Springer (English)
• Anomalies Diagnostic in Endoscopic Images Using Deep Learning Ensemble Models

  Pedro da S. Viana, Luana B. da Cruz, Domingos A. Dias Jr., João Otávio Beira Diniz

  110-124

  • Springer (English)
• Automated Segmentation of Computed Tomography Images for COVID-19 Patient Evaluation

  Júlio Vitor Monteiro Marques, Clésio de Araújo Gonçalves, Antonio Oseas de Carvalho Filho, Rodrigo de Melo Souza Veras, Romuere Rodrigues Veloso e Silva

  125-140

  • Springer (English)
• Combining Clustering and Genetic Algorithms for Portfolio Optimization: A Case Study with B3 Companies

  Edsson Israel Andonaegui Alonso, Karina Valdivia Delgado, Francisco Carlos B. dos Santos

  141-156

  • Springer (English)
• Comparative Analysis of Machine Learning Algorithms for Identifying Genetic Markers Linked to Alzheimer’s Disease

  Juliana Alves, Eduardo Costa, Alencar Xavier, Luiz Brito, Ricardo Cerri, Alzheimer’s Disease Neuroimaging Initiative

  157-171

  • Springer (English)
• Alzheimer’s Disease Neuroimaging Initiative Comparing LIME and SHAP Global Explanations for Human Activity Recognition

  Patrick Alves, Jaime Delgado, Luis Gonzalez, Anderson R. Rocha, Levy Boccato, Edson Borin

  172-186

  • Springer (English)
• Damage Identification of Wind Turbine Blades

  Alberto Régio Alves de Oliveira, Cláudio Marques de Sá Medeiros, Geraldo Luis Bezerra Ramalho

  187-200

  • Springer (English)
• Emotion Recognition in Instrumental Music Using AI

  Camila Ferreira Alves, Thiago Garcia Mozart, Luis Antônio Brasil Kowada

  201-213

  • Springer (English)
• Enhancing Multiobjective Genetic Algorithms for Pharmaceutical Batch Scheduling: A Study on Partitioned Selection with Constraints and Mutation with Greedy Local Search Strategy

  Debora T. Kohara, Gina M. B. de Oliveira, Luiz G. A. Martins

  214-229

  • Springer (English)
• Evaluating Sentiment Quantification Methods in Brazilian Portuguese Corpora

  Lucas Nildaimon dos Santos Silva, Diego Furtado Silva, Helena de Medeiros Caseli

  230-244

  • Springer (English)
• Evaluating Short Text Stream Clustering on Large E-commerce Datasets

  Cesar Andrade, Rita P. Ribeiro, João Gama

  245-259

  • Springer (English)
• Evolutionary Adjustment of a Cellular Automata-BasedModel for Wildfire Spreading

  Lucas V. Murilo, Gina M. B. Oliveira, Luiz G. A. Martins

  260-275

  • Springer (English)
• Exploring Score-Based Ranking Fairness in Marketplace Environments Through Simulation

  Lucas C. Silva, Daniel Lucrédio

  276-290

  • Springer (English)
• HAVANA: Hybrid Attentional Graph Convolutional Network Semantic Venue Annotation Model

  Germano B. dos Santos, Paulo H. C. Silva, Fabrício A. Silva, Thais R. M. Braga Silva, Linnyer B. R. Aylon

  291-305

  • Springer (English)
• Impact of Pre-training Datasets on Human Activity Recognition with Contrastive Predictive Coding

  Betania E. R. da Silva, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin

  306-320

  • Springer (English)
• Improving Colorectal Cancer Diagnosis Using MIRNet and InceptionV3 on Histopathological Images

  Neilson P. Ribeiro, Felipe R. S. Teles, João Otávio Beira Diniz, Luana B. da Cruz, Domingos A. Dias Jr., Geraldo Braz Junior, João D. S. de Almeida, Anselmo C. de Paiva

  321-334

  • Springer (English)
• Integrating Tensor-Based Data Analytics and Adaptive Prediction for Informed Decision-Making Support

  Betania Campello, Leonardo Tomazeli Duarte

  335-345

  • Springer (English)
• Investigating Methods to Detect Off-Topic Essays

  Joyce M. Silva, Rafael T. Anchiêta, Rogério F. de Sousa, Raimundo S. Moura

  346-357

  • Springer (English)
• Machine Learning and Time Series Analysis to Forecast Hotel Room Prices

  Francisco B. Oliveira, Moesio W. Silva-Filho, Gabriel A. Barbosa, João Paulo Freitas, Chris Penna, Péricles B. C. Miranda

  358-371

  • Springer (English)
• Modeling and Predicting Crimes in the City of São Paulo Using Graph Neural Networks

  Waqar Hassan, Marvin Mendes Cabral, Thiago Rodrigo Ramos, Antonio Castelo Filho, Luis Gustavo Nonato

  372-386

  • Springer (English)
• Predicting Engagement of Brazilian Politicians on TikTok: A Machine Learning Approach

  Maria Santana, José Santana, Pablo Sampaio, Kellyton Brito

  387-401

  • Springer (English)
• Preserving Privacy, Enhancing Robustness: Federated Learning for Lung Disease Identification in Chest X-Ray Images

  Weld Lucas Cunha, Cesar Castelo-Fernez, Rafael Simionato, Matheus Soares de Lacerda, Samuel Botter Martins

  402-411

  • Springer (English)
• RLPortfolio: Reinforcement Learning for Financial Portfolio Optimization

  Caio de Souza Barbosa Costa, Anna Helena Reali Costa

  412-426

  • Springer (English)
• Scaling and Adapting Large Language Models for Portuguese Open Information Extraction: A Comparative Study of Fine-Tuning and LoRA

  Alan Melo, Bruno Cabral, Daniela Barreiro Claro

  427-441

  • Springer (English)
• Special-Crowd-Distance Boosted MESH Applied to the Operation of Cascade Hydro-Power Plants

  Ronald Albert de Araújo Júnior, Gabriel Matos Cardoso Leite, Silvia Jiménez-Fernández, Sancho Salcedo-Sanz, Carla Amor Divino Moreira Delgado, Carolina Gil Marcelino

  442-456

  • Springer (English)
• The Impact of Double Transfer Learning in VGG Architectures for Metastasis Breast Cancer Detection

  Danyllo Carlos Silva e Silva, Omar Andres Carmona Cortes, João Otávio Beira Diniz

  457-468

  • Springer (English)
• A Topology-Inspired Approach to AGM Belief Change

  Marlo Souza

  3-17

  • Springer (English)
• A Transformer-Based Tabular Approach to Detect Toxic Comments

  Ghivvago Damas, Rafael Torres Anchiêta, Raimundo Santos Moura, Vinicius Ponte Machado

  18-30

  • Springer (English)
• Automatic Text Simplification for the Legal Domain in Brazilian Portuguese

  Francielle Vasconcellos Pereira, Ana Frazão, Viviane P. Moreira

  31-45

  • Springer (English)
• Developing Resource-Efficient Clinical LLMs for Brazilian Portuguese

  João Gabriel de Souza Pinto, Andrey Rodrigues de Freitas, Anderson Carlos Gomes Martins, Caroline Midori Rozza Sawazaki, Caroline Vidal, Lucas Emanuel Silva e Oliveira

  46-60

  • Springer (English)
• One-Class Learning for Data Stream Through Graph Neural Networks

  Marcos Paulo Silva Gôlo, João Gama, Ricardo Marcondes Marcacini

  61-75

  • Springer (English)
• Semi-periodic Activation for Time Series Classification

  José Gilberto Barbosa de Medeiros Júnior, André Guarnier de Mitri, Diego Furtado Silva

  76-90

  • Springer (English)
• AI Applications for Social Good Automated and Intelligent Vocational Guidance System for Classifying Specialties Based on POSCOMP Microdata

  Jean Carlos Costa, Reginaldo Santos

  93-106

  • Springer (English)
• Classifying Potentially Non-compliant Portuguese Language Sentences Concerning Privacy Policies

  Matheus Tocchini, Igor M. Rocha, Raphael M. de Barros, Jéssica O. e Silva, Ananda F. Garcia, Felipe Zular, Juliano Maranhão, Jaime Simão Sichman

  107-121

  • Springer (English)
• Diversity in Data for Speech Processing in Brazilian Portuguese

  Giovana Meloni Craveiro, Julio Cesar Galdino

  122-136

  • Springer (English)
• Elevating Healthcare AI: Achieving Efficiency and Accuracy in Medical Applications with Surrogate-Based Multiobjective Compression of ResNet50 CNNs

  Gabriel Bicalho Ferreira, Pedro Silva, Rodrigo Silva

  137-151

  • Springer (English)
• Explainability of Machine Learning Models with XGBoost and SHAP Values in the Context of Coping with Disasters

  Lucas Teixeira, Augusto Matos, Gabriel Carvalho, Norma Valencio, Heloisa Camargo

  152-166

  • Springer (English)
• Exploring Climatic Shifts in Brazilian Climates: Insights from ARMAX, Decision Trees, and Artificial Neural Networks

  João V. R. de Andrade, Igor L. B. da Silva, Teobaldo G. de Souza Junior, Leandro H. de S. Silva, Agostinho Freire, Daisy Lucena, Bruno J. T. Fernandes

  167-179

  • Springer (English)
• Gender-Neutral English to Portuguese Machine Translator: Promoting Inclusive Language

  Ricardo Trainotti Rabonato, Evangelos Milios, Lilian Berton

  180-195

  • Springer (English)
• Hybrid Artificial Intelligence Model for Detecting Signs of Delayed Child Development

  Daniel Leal Souza, Isadora Mendes dos Santos, Caio Johnston Soares, José Pires de Oliveira Neto, Lucas Cassiano, Marco Aurélio Proença Neto, Aline Maria Pereira Cruz Ramos, Liliane Afonso de Oliveira, Flávia Luciana Guimaraes Marçal Pantoja de Araújo, Fabrício Almeida Araújo, Gilberto Nerino de Souza Junior, Marcus de Barros Braga

  196-208

  • Springer (English)
• Low Birth Weight in Brazil Vulnerable Groups: An Analysis Based on Data Mining and Big Data

  José Gustavo Cunha, Tarcísio Daniel Pontes Lucas, Andreza Daniela Pontes Lucas, Monaliza de Oliveira Ferreira

  209-222

  • Springer (English)
• Modeling EEG Data into Graphs for the Prognostic of Patients in Coma Using Graph Neural Networks

  Odelmo O. Nascimento Junior, Dhara L. C. Assis, João B. Destro Filho, Liang Zhao, Murillo G. Carneiro

  223-237

  • Springer (English)
• Tackling Low-Resource ECG Classification with Self-supervised Learning

  Rafael da Costa Silva, Diego Furtado Silva

  238-252

  • Springer (English)
• Tuning Hypothesis Creation: Combining Discrete and Continuous Spaces for Zero-Shot Hate Speech Detection

  Lorenzo Puppi Vecchi, Sylvio Barbon Junior, Emerson Cabrera Paraiso

  253-268

  • Springer (English)