Paper Registration

1

Opportunities vs. Risks: Exploring Automatic Annotation of Financial Polarity Biases via Large Language Models

2

Identification of DNA Coding Regions Using Transformers

3

When Modernity Enhances Tradition and Specialization: A BERT Ensemble for Temporal Financial Argument Detection

4

Tibial Injury Detection using Convolutional Neural Networks

5

On the evaluation of graph construction methods for semi-supervised transductive classification

6

Unsupervised Water Leakage Detection Using IoT Devices and Anomaly Detection Algorithms

7

Geração de Dados Sintéticos Longitudinais a partir de Estruturas Causais

8

Combating Class Imbalance for Infant Mortality Risk Modeling: Resampling Strategies in Brazil's Unified Health System

9

A Comparative Study of BERT Models for Semantic Retrieval of Brazilian Legal Precedents

10

A methodology for automatic composition of polyphonic music

11

Análise de Padrões Criminais em Narrativas de Boletins de Ocorrência usando Agrupamento Espectral com K-means

12

Segment-based evaluation of music genre classification models with the BYRM Dataset

13

Network models development and community detection in identifying similar socioeconomic profiles

10

Mitigating Concept Drift in Job Execution Time Prediction Models

15

Prediction of Infant Mortality in Brazil using Machine Learning and Entity Matching on Brazilian Unified Health System's Data

16

Mapping Ancestry through Surnames: Machine Learning Approaches Applied to Brazilian Data

17

Beyond Systematic Bias: Investigating Gender Differences in Portuguese Text Classification Annotation Patterns

18

From Statistics to Deep Learning: Forecasting Mobile Throughput

19

An Evaluation of Meta-Features for Automated Detection of Persuasion in Texts of Political Memes