Erick Giovani Sperandio Nascimento

20 papers Journal 18Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MultiPUFFIN: A Multimodal Domain-Constrained Foundation Model for Molecular Property Prediction of Small Molecules. CoRR Idelfonso B. R. Nogueira, Carine de Menezes Rebello, Mumin Enis Leblebici, Erick Giovani Sperandio Nascimento
2026	J	`jnl`	Transformer-based large language foundation models for text generation: A comprehensive literature review for different languages and application domains. Inf. Process. Manag. Raphael Souza de Oliveira, Erick Giovani Sperandio Nascimento
2025	J	`jnl`	A Custom Reinforcement Learning Environment for Hybrid Renewable Energy Systems: Design and Implementation. IEEE Access Dalton F. Guedes Filho, Marcelo A. Moret, Erick Giovani Sperandio Nascimento
2025	J	`jnl`	Correlation-based methods for representative fairness metric selection: An empirical study on efficiency and caveats in model evaluation. Expert Syst. Appl. Rafael Bessa Loureiro, Tiago Palma Pagano, Fernanda Vitoria Nascimento Lisboa, Lian Filipe Santana Nascimento, Ewerton Lopes Silva de Oliveira, Ingrid Winkler, Erick Giovani Sperandio Nascimento
2025	J	`jnl`	Evolutionary-enhanced quantum supervised learning model. J. Supercomput. Anton Simen Albino, Rodrigo Bloot, Otto Menegasso Pires, Erick Giovani Sperandio Nascimento
2025	J	`jnl`	Optimization and Integration Strategies for Hybrid Renewable Energy Systems in the Brazilian Power Grid: A Systematic Review. IEEE Access Dalton F. Guedes Filho, Rodrigo L. Miranda, Lucas A. Correia, Lucas do E. S. Fernandes, Ricardo C. Medrado, Marcio De C. Filho, José Bringel Filho, Manoel Henrique da Nobrega Marinho, Erick Giovani Sperandio Nascimento
2023	J	`jnl`	Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods. Big Data Cogn. Comput. 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
2023	J	`jnl`	Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based Approach. Big Data Cogn. Comput. 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
2023	J	`jnl`	Evolutionary quantum feature selection. CoRR Anton S. Albino, Otto Menegasso Pires, Mauro Q. Nooblath Neto, Erick Giovani Sperandio Nascimento
2023	J	`jnl`	Evolutionary-enhanced quantum supervised learning model. CoRR Anton Simen Albino, Rodrigo Bloot, Otto Menegasso Pires, Erick Giovani Sperandio Nascimento
2023	J	`jnl`	Predictive maintenance applied to mission critical supercomputing environments: remaining useful life estimation of a hydraulic cooling system using deep learning. J. Supercomput. André Luis da Cunha Dantas Lima, Vitor Moraes Aranha, Erick Giovani Sperandio Nascimento
2022	J	`jnl`	Bias and unfairness in machine learning models: a systematic literature review. CoRR 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
2022	J	`jnl`	Brazilian Court Documents Clustered by Similarity Together Using Natural Language Processing Approaches with Transformers. CoRR Raphael Souza de Oliveira, Erick Giovani Sperandio Nascimento
2022	—	`ch.`	Forecasting Tropospheric Ozone Using Neural Networks and Wavelets: Case Study of a Tropical Coastal-Urban Area. Computational Intelligence Methodologies Applied to Sustainable Development Goals Mirella Lima Saraiva Araujo, Yasmin Kaore Lago Kitagawa, Davidson Martins Moreira, Erick Giovani Sperandio Nascimento
2022	J	`jnl`	Machine learning models and facial regions videos for estimating heart rate: a review on Patents, Datasets and Literature. CoRR 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
2022	J	`jnl`	Remote Heart Rate Prediction in Virtual Reality Head-Mounted Displays Using Machine Learning Techniques. Sensors 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
2022	J	`jnl`	T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery. CoRR Erick Giovani Sperandio Nascimento, Julian Santana Liang, Ilan Sousa Figueiredo, Lilian Lefol Nani Guarieiro
2021	J	`jnl`	Deep learning for diagnosis and classification of faults in industrial rotating machinery. Comput. Ind. Eng. Roberto Macedo de Souza, Erick Giovani Sperandio Nascimento, Ubatan A. Miranda, Wenisten J. D. Silva, Herman Augusto Lepikson
2021	J	`jnl`	Smart predictive maintenance for high-performance computing systems: a literature review. J. Supercomput. André Lima, Vitor Moraes Aranha, Caio Jordão de Lima Carvalho, Erick Giovani Sperandio Nascimento
2019	—	`conf`	Performance and Energy Efficiency Analysis of Reverse Time Migration on a FPGA Platform. H2RC@SC 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