Paper Registration

1

Evaluating Strategies to Predict Student Dropout of a Bachelors Degree in Computer Science

2

Gender Representation in Literature: Analysis of Characters' Physical Descriptions

3

Model and Algorithm-Agnostic Clustering Interpretability

4

Masked Faces: Overcoming Recognition Challenges with Transfer Learning in CNNs

5

The impact of window size on univariate time series forecasting using machine learning

6

Data stratification analysis on the propagation of discriminatory effects in binary classification

7

Using Machine Learning to identify profiles of individuals with depression

8

Dynamic Sample Weighting to Predict the Remaining Useful Life of Hard Disk Drives

9

Evaluation of methods of counterfactual explanation - A qualitative and quantitative analysis

10

Contribuições para análise de mídia social com base na modelagem de tópicos

11

Mining Exceptional Genre Patterns on Hit Songs

12

Towards Effective and Reliable Data-driven Prognostication: An Application to COVID-19

13

Toll-based Q-learning with non-cooperative agents

14

Proposal of a Method for Identifying Unfairness in Machine Learning Models based on Counterfactual Explanations

15

Seleção de características por meio de biclusterização para identificar distúrbios específicos de linguagem

16

Evaluating the Explainability of Machine Learning Classifiers: A case study of Species Distribution Modeling in the Amazon