Alan Demétrius Baria Valejo

19 papers B 1C 1Misc 1Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Systematic Review of Graph Neural Network for Node Clustering in Homogeneous Attributed Networks.
IEEE Access
Guilherme Henrique Messias, Tiago Goncalves Botelho, Sylvia Iasulaitis, Murilo Coelho Naldi, Alan Demétrius Baria Valejo
2025 — conf
Combining Large Language Model Embeddings and Graph Neural Networks for Accurate Job Recommendations.
BRACIS (1)
Alexandre dos Santos Gualberto, Alan Demétrius Baria Valejo, Murilo Coelho Naldi
2025 — conf
Deep Graph Clustering Using Graph Neural Networks and Seed Detection.
BRACIS (1)
Carlos Pereira Lopes Filho, Guilherme Henrique Messias, Sylvia Iasulaitis, Alneu de Andrade Lopes, Alan Demétrius Baria Valejo
2025 J jnl
Graph neural networks for positive and unlabeled learning: a rewiring approach.
Knowl. Inf. Syst.
Guilherme Henrique Messias, Sylvia Iasulaitis, Alan Demétrius Baria Valejo
2025 — conf
Multilevel Strategy for Community Detection in k-Partite Networks.
BRACIS (2)
Renata Sarmet Smiderle Mendes, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes
2025 Misc conf
One-mode Projection of Bipartite Graphs for Text Classification using Graph Neural Networks.
SAC
Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes
2025 — conf
Positive and Unlabeled Graph Learning with Large Language Models for Fake News Detection.
BRACIS (2)
Guilherme Henrique Messias, Mariana Caravanti de Souza, Yanni Marcela Gameiro, Sylvia Iasulaitis, Eloize Rossi Marques Seno, Solange Oliveira Rezende, Alan Demétrius Baria Valejo
2025 J jnl
Predicting Land Sensing Indicators With Geolocalized Complex Network.
IEEE Geosci. Remote. Sens. Lett.
Renan Guilherme Nespolo, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes
2025 — conf
Unsupervised Clustering of Depression Profiles in University Students Using Behavioral and Sociodemographic Features.
SIPAIM
Arshin Soltan Bayazidi, Natalia Romero, Evandro Yudi Alves Ribeiro, Vanessa de Cassia Alves, Alan Demétrius Baria Valejo, Conrado Dos Santos Alves Saud, Franco Eusébio Garcia, Vânia Paula de Almeida Néris, Mariana P. Bento
2024 — conf
Analyzing the Impact of Coarsening on k-Partite Network Classification.
BRACIS (1)
Thiago de Paulo Faleiros, Paulo Eduardo Althoff, Alan Demétrius Baria Valejo
2024 J jnl
Coarsening Algorithm Based on Multi-Label Propagation for Knowledge Discovery in Bipartite Networks.
IEEE Trans. Netw. Sci. Eng.
Alan Demétrius Baria Valejo, Paulo Eduardo Althoff, Thiago de Paulo Faleiros, Geraldo Pereira Rocha Filho, Yu-tao Zhu, Jianglong Yan, Weiguang Liu, Liang Zhao
2024 B conf
Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network.
DSAA
Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes
2023 C conf
Bipartite Graph Coarsening for Text Classification Using Graph Neural Networks.
CIARP
Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes
2023 J jnl
Coarsening effects on k-partite network classification.
Appl. Netw. Sci.
Paulo Eduardo Althoff, Alan Demétrius Baria Valejo, Thiago de Paulo Faleiros
2023 — conf
Community Detection for Multi-label Classification.
BRACIS (1)
Elaine Cecília Gatto, Alan Demétrius Baria Valejo, Mauri Ferrandin, Ricardo Cerri
2022 J jnl
AURORA: an autonomous agent-oriented hybrid trading service.
Neural Comput. Appl.
Renato A. Nobre, Khalil C. do Nascimento, Patrícia A. Vargas, Alan Demétrius Baria Valejo, Gustavo Pessin, Leandro A. Villas, Geraldo P. Rocha Filho
2022 — ed.
Information Management and Big Data - 8th Annual International Conference, SIMBig 2021, Virtual Event, December 1-3, 2021, Proceedings
SIMBig
Juan Antonio Lossio-Ventura, Jorge Valverde-Rebaza, Eduardo Díaz, Denisse Muñante, Carlos Gavidia-Calderon, Alan Demétrius Baria Valejo, Hugo Alatrista-Salas
2022 J jnl
Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks.
Frontiers Res. Metrics Anal.
Alan Demétrius Baria Valejo, Renato Fabbri, Alneu de Andrade Lopes, Liang Zhao, Maria Cristina Ferreira de Oliveira
2021 — conf
Coarsening Algorithm via Semi-synchronous Label Propagation for Bipartite Networks.
BRACIS (1)
Alan Demétrius Baria Valejo, Paulo Eduardo Althoff, Thiago de Paulo Faleiros, Maria Lígia Chuerubim, Jianglong Yan, Weiguang Liu, Liang Zhao