Erick Giovani Sperandio Nascimento

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Machine Learning Models

Rotating Machinery

Literature Review

Top Venues

Big Data Cogn. Comput.

J. Supercomput.

Publications

Anton S. Albino, Otto M. Pires, Mauro Q. Nooblath Neto, Erick Giovani Sperandio Nascimento
Evolutionary quantum feature selection. CoRR (2023)
Tiago Palma Pagano, Rafael Bessa Loureiro, Fernanda Vitoria Nascimento Lisboa, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Gustavo Oliveira Ramos Cruz, Maira Matos Araujo, Lucas Lisboa dos Santos, Marco Cruz, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento
Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods. Big Data Cogn. Comput. 7 (1) (2023)
Anton Simen Albino, Rodrigo Bloot, Otto M. Pires, Erick Giovani Sperandio Nascimento
Evolutionary-enhanced quantum supervised learning model. CoRR (2023)
André Luis da Cunha Dantas Lima, Vitor Moraes Aranha, Erick Giovani Sperandio Nascimento
Predictive maintenance applied to mission critical supercomputing environments: remaining useful life estimation of a hydraulic cooling system using deep learning. J. Supercomput. 79 (4) (2023)
Tiago Palma Pagano, Rafael Bessa Loureiro, Fernanda Vitoria Nascimento Lisboa, Gustavo Oliveira Ramos Cruz, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento
Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based Approach. Big Data Cogn. Comput. 7 (1) (2023)
Tiago Palma Pagano, Rafael Bessa Loureiro, Maira Matos Araujo, Fernanda Vitoria Nascimento Lisboa, Rodrigo Matos Peixoto, Guilherme Aragao de Sousa Guimaraes, Lucas Lisboa dos Santos, Gustavo Oliveira Ramos Cruz, Ewerton Lopes Silva de Oliveira, Marco Cruz, Ingrid Winkler, Erick Giovani Sperandio Nascimento
Bias and unfairness in machine learning models: a systematic literature review. CoRR (2022)
Raphael Souza de Oliveira, Erick Giovani Sperandio Nascimento
Brazilian Court Documents Clustered by Similarity Together Using Natural Language Processing Approaches with Transformers. CoRR (2022)
Erick Giovani Sperandio Nascimento, Julian Santana Liang, Ilan Sousa Figueiredo, Lilian Lefol Nani Guarieiro
T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery. CoRR (2022)
Tiago Palma Pagano, Lucas Lisboa dos Santos, Victor Rocha Santos, Paulo Henrique Miranda Sá, Yasmin da Silva Bonfim, José Vinícius Dantas Paranhos, Lucas Lemos Ortega, Lian Filipe Santana Nascimento, Alexandre Santos, Maikel Maciel Rönnau, Ingrid Winkler, Erick Giovani Sperandio Nascimento
Remote Heart Rate Prediction in Virtual Reality Head-Mounted Displays Using Machine Learning Techniques. Sensors 22 (23) (2022)
Tiago Palma Pagano, Lucas Lemos Ortega, Victor Rocha Santos, Yasmin da Silva Bonfim, José Vinícius Dantas Paranhos, Paulo Henrique Miranda Sá, Lian Filipe Santana Nascimento, Ingrid Winkler, Erick Giovani Sperandio Nascimento
Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature. CoRR (2022)
Roberto M. Souza, Erick Giovani Sperandio Nascimento, Ubatan A. Miranda, Wenisten J. D. Silva, Herman Augusto Lepikson
Deep learning for diagnosis and classification of faults in industrial rotating machinery. Comput. Ind. Eng. 153 (2021)
André Lima, Vitor Moraes Aranha, Caio Jordão de Lima Carvalho, Erick Giovani Sperandio Nascimento
Smart predictive maintenance for high-performance computing systems: a literature review. J. Supercomput. 77 (11) (2021)
João Carlos Bittencourt, João Marcelo Souza, Adhvan Furtado, Erick Giovani Sperandio Nascimento, Wagner Luiz Alves de Oliveira, Anderson Nascimento, Leonardo Fialho, Joaquim Ranyere S. de Oliveira, Rodrigo Tutu, Georgina Rojas, Laue Rami Jesus, André Lima
Performance and Energy Efficiency Analysis of Reverse Time Migration on a FPGA Platform. H2RC@SC (2019)