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Murillo G. Carneiro

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

5

Active years

2014–2025

Best venue rank

B

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2025IJCNNAttention to EEG signals: a transformer-based architecture for the prognosis of patients in coma.Joo L. M. Barbosa, Murillo G. Carneiro, Srgio Baldo Jnior, Renato Tins, Donghong Ji, Liang Zhao, Joo-Batista Destro-Filho
2025IJCNNHigh-level classification based on meta-graph of visibility graphs for Autism detection.Ricardo B. Lima Filho, Robinson Sabino-Silva, Murillo G. Carneiro
2024CECPrediction of Managed Forest Growth Based on Machine Learning and Cellular Automata.Pablo H. De Freitas, Murillo G. Carneiro, Thiago P. Protasio, Delman A. Gonalves, Rodrigo O. V. Miranda, Alvaro Augusto Vieira Soares, Luiz G. A. Martins
2024CECA Surrogate-Assisted Genetic Algorithm Framework to Discover Peptides Against COVID-19 Virus.Elias A. D. Silva, Lucas S. Palmeira, Marcelo A. Garcia-Jnior, Luiz G. A. Martins, Yaochu Jin, Bruno S. Andrade, Robinson Sabino-Silva, Murillo G. Carneiro
2024IJCNNHigh-Level Network-based Detection of Oral Cancer from ATR-FTIR Spectroscopy.Ricardo B. Lima Filho, Janayna M. Fernandes, Donghong Ji, Liang Zhao, Robinson Sabino-Silva, Murillo G. Carneiro
2023IJCNNHigh-Level Classification for EEG Analysis.Murillo G. Carneiro, Camila D. Ramos, Joo-Batista Destro-Filho, Yu-tao Zhu, Donghong Ji, Liang Zhao
2023IJCNNData classification via centrality measures of complex networks.Janayna M. Fernandes, Guilherme M. Suzuki, Liang Zhao, Murillo G. Carneiro
2023IJCNNClassification of coma etiology using convolutional neural networks and long-short term memory networks.Srgio Baldo Jnior, Murillo G. Carneiro, Joo-Batista Destro-Filho, Liang Zhao, Renato Tins
2023ICTAIFinding the appropriate harvest time of coffee fruits using convolutional neural networks.Anage C. Mundim Filho, Darlisson M. Santos, Cleyton B. Alvarenga, Gleice A. de Assis, Paula C. N. Rinaldi, Renan Zampiroli, Enrique Anastcio Alves, Murillo G. Carneiro
2021IJCNNComplex Network Measures for Data Classification.Murillo G. Carneiro, Barbara C. Gama, Otavio S. Ribeiro
2021SACRegular echo state networks: simple and accurate reservoir models to real-world applications.Lucas Z. Bissaro, Yaochu Jin, Murillo G. Carneiro
2020IJCNNHigh-Level Classification for Multi-Label Learning.Vincius H. Resende, Murillo G. Carneiro
2019ICTAIA Comparative Analysis of Classifiers in the Recognition of Packed Executables.Ceclia R. O. Assis, Rodrigo Sanches Miani, Murillo G. Carneiro, Kil Jin Brandini Park
2019ICTAITowards a High-Level Multi-label Classification from Complex Networks.Vincius H. Resende, Murillo G. Carneiro
2018CECWhat's the Next Move? Learning Player Strategies in Zoom Poker Games.Murillo G. Carneiro, Gabriel A. De Lisboa
2017ICNCImproving semantic role labeling using high-level classification in complex networks.Murillo G. Carneiro, Joo Lus Garcia Rosa, Qiusheng Zheng, Xiaoming Liu, Liang Zhao
2017ICTAINature-Inspired Graph Optimization for Dimensionality Reduction.Murillo G. Carneiro, Thiago Henrique Cupertino, Ran Cheng, Yaochu Jin, Liang Zhao
2016IJCNNNetwork structural optimization based on swarm intelligence for highlevel classification.Murillo G. Carneiro, Liang Zhao, Ran Cheng, Yaochu Jin
2014IJCNNK-associated optimal network for graph embedding dimensionality reduction.Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao