Leandro M. de Lima

According to our database, Leandro M. de Lima authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Transformers, convolutional neural networks, and few-shot learning for classification of histopathological images of oral cancer.

Beatriz Matias Santana Maia, Maria Clara Falcão Ribeiro de Assis, Leandro M. de Lima, Matheus Becali Rocha, Humberto Giuri Calente, Maria Luiza Armini Correa, Danielle Resende Camisasca, Renato Antonio Krohling

Expert Syst. Appl., 2024

Skin cancer diagnosis using NIR spectroscopy data of skin lesions in vivo using machine learning algorithms.

Flavio P. Loss, Pedro H. da Cunha, Matheus Becali Rocha, Madson Poltronieri Zanoni, Leandro M. de Lima, Isadora Tavares Nascimento, Isabella Rezende, Tania R. P. Canuto, Luciana de Paula Vieira, Renan Rossoni, Maria C. S. Santos, Patricia Lyra Frasson, Wanderson Romão, Paulo R. Filgueiras, Renato A. Krohling

CoRR, 2024

2022

A visualization tool for data analysis on higher education dropout: a case study at UFES.

Pedro P. Ladeira, Leandro M. de Lima, Renato A. Krohling

CoRR, 2022

Student Dropout Prediction using 1D CNN-LSTM with Variational Autoencoder Oversampling.

Eduarda C. Coppo, Rhuan S. Caetano, Leandro M. de Lima, Renato A. Krohling

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets.

Leandro M. de Lima, Renato A. Krohling

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning.

Leandro M. de Lima, Renato A. Krohling

Proceedings of the International Joint Conference on Neural Networks, 2021