Carmelo José Albanez Bastos Filho

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 11

Top Topics

Anomaly Detection

Learning Models

Top Venues

Publications

Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho
Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay! CoRR (2022)
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho
Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures. CoRR (2022)
Luiz Augusto Melo Pereira, Luciano Leonel Mendes, Carmelo José Albanez Bastos Filho, Arismar Cerqueira Sodré
Amplified radio-over-fiber system linearization using recurrent neural networks. JOCN 15 (3) (2022)
Felipe C. N. O. Lima, Livisghton K. S. Araújo, Ségio A. Silva, Joaquim F. Martins-Filho, Danilo R. B. Araújo, Erick A. Barboza, Arysson S. Oliveira, Carmelo José Albanez Bastos Filho
Defining amplifier's gain to maximize the transmission rate in optical systems using evolutionary algorithms and swarm intelligence. Photonic Netw. Commun. 43 (1) (2022)
Emilia Rahnemay Kohlman Rabbani, Juliana De Souza Rebouças, Márcia M. De Albuquerque Neves, Gabriel Magalhães Da Luz, Willian Vieira Do Nascimento, Gustavo H. Magalhães Da Luz, Felipe Guerra Lago, Maria Celeste De Sousa Maia, Maicon Herverton Lino Ferreira sa Silva Barros, Patricia Takako Endo, Carmelo José Albanez Bastos Filho
Finding Frequent Patterns in a Technological Education Program of Pernambuco, Brazil. LA-CCI (2022)
Rodrigo de Paula Monteiro, Mariela Cerrada-Lozada, Diego Roman Cabrera Mendieta, René-Vinicio Sánchez, Carmelo José Albanez Bastos Filho
A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines. Expert Syst. Appl. 204 (2022)
Luiz Felipe Vieira Verçosa, Renato Cirne, Carmelo José Albanez Bastos Filho, Byron Leite Dantas Bezerra
Identifying Process Graphs Properties with Network Science Metrics. LA-CCI (2021)
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho
Similarity Based Stratified Splitting: an approach to train better classifiers. CoRR (2020)
Sergio F. Ribeiro, Carmelo José Albanez Bastos Filho
Assessing Ant Colony Optimization Using Adapted Networks Science Metrics. HIS (2018)
Luiz F. V. Verçosa, Carmelo José Albanez Bastos Filho, Rodrigo P. Monteiro
Combining a novel feeding operator and recent advances to improve the fish school search. LA-CCI (2017)
Janderson Ferreira, Milla S. A. Ferro, Bruno J. T. Fernandes, Mêuser J. S. Valença, Carmelo José Albanez Bastos Filho, Pablo V. A. Barros
Extreme learning machine autoencoder for data augmentation. LA-CCI (2017)
Anderson Vinicius Alves Ferreira, Carmelo José Albanez Bastos Filho
Cloud services. LatinCloud (2013)
Danilo Ferreira de Carvalho, Carmelo José Albanez Bastos Filho
Clan particle swarm optimization. Int. J. Intell. Comput. Cybern. 2 (2) (2009)