Marcelo A. C. Fernandes - Publications, H-index & Citations

Marcelo A. C. Fernandes

Federal University of Rio Grande do Norte

20H指数

263论文数

1.6K被引数

收录论文 47

发表时间

Integrating Chaos Game Representation With Convolutional Neural Networks for Accurate Classification of SARS-CoV-2 Variants 将混沌游戏表示与卷积神经网络相结合，以准确分类SARS-CoV-2变体

IEEE Access

IF3.6

2026-08-14

OAAI

Gabriel B. M. Câmara; Maria G. F. Coutinho; Raquel De M. Barbosa; Marcelo A. C. Fernandes

AMPAR Subunit Gene Expression Marks a Synaptic Transcriptional State in Lower-Grade Glioma AMPA受体亚基基因表达标记低级别胶质瘤的突触转录状态

Brain Sciences

IF2.8

2026-07-24

OAAI

Bruno Rodrigues; Matheus Dalmolin; Henrique Ritter Dal-Pizzol; Osvaldo Malafaia; Marcelo A. C. Fernandes; Karina Munhoz de Paula Alves Coelho; Rafael Roesler; Gustavo R. Isolan

Opposite patterns of association of TWIST1 expression with patient survival in SHH and Group 4 medulloblastoma SHH型髓母细胞瘤和Group 4型髓母细胞瘤中，TWIST1表达与患者生存率的关联模式相反。

CHILDS NERVOUS SYSTEM

IF1.2

2025-09-11

PREAI

Coelho, Karina Munhoz de Paula Alves; Dalmolin, Matheus; Pedack, Francis Rossetti; Pickler, Jose Guilherme; Barbosa, Camila; Recalde, Julio; Blasius, Rodrigo; Silva, Bruna Louise; Fernandes, Marcelo A. C.; Fronza Jr, Hercilio; de Franca, Paulo Henrique Condeixa; Roesler, Rafael

Adaptive horizontal scaling in kubernetes clusters with ANN-based load forecasting 基于ANN的负载预测在kubernetes集群中的自适应水平扩展

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2025-01-21

PREAI

da Silva, Lucileide M. D.; Alves, Pedro V. A.; Silva, Sergio N.; Fernandes, Marcelo A. C.

Modulation of Stemness and Differentiation Regulators by Valproic Acid in Medulloblastoma Neurospheres

CELLS

IF5.2

2025-01-07

OAAI

Freire, Natalia Hogetop; Herlinger, Alice Laschuk; Vanini, Julia; Dalmolin, Matheus; Fernandes, Marcelo A. C.; Nor, Carolina; Ramaswamy, Vijay; de Farias, Caroline Brunetto; Brunetto, Andre Tesainer; Brunetto, Algemir Lunardi; Gregianin, Lauro Jose; Jaeger, Mariane da Cunha; Taylor, Michael D.; Roesler, Rafael

A Real-Time Safe Navigation Proposal for Mobile Robots in Unknown Environments Using Meta-Heuristics 使用元启发式方法在未知环境中为移动机器人提供实时安全导航建议

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Balza, Micael; Goldbarg, Mateus A.; Silva, Sergio N.; Silva, Lucileide M. D.; Fernandes, Marcelo A. C.

A Novel Training Strategy for Deep Learning Model Compression Applied to Automatic Modulation Classification

ieee open journal of the industrial electronics society

IF6.1

2025-01-01

OAAI

Goldbarg, Mateus A.; Balza, Micael; Silva, Sergio N.; Silva, Lucileide M. D.; Fernandes, Marcelo A. C.

Feature Selection in Cancer Classification: Utilizing Explainable Artificial Intelligence to Uncover Influential Genes in Machine Learning Models 癌症分类中的特征选择: 利用可解释的人工智能发现机器学习模型中的有影响力的基因

IF5

2024-12-27

OAAI

Dalmolin, Matheus; Azevedo, Karolayne S.; de Souza, Luisa C.; de Farias, Caroline B.; Lichtenfels, Martina; Fernandes, Marcelo A. C.

Next-generation pediatric care: nanotechnology-based and AI-driven solutions for cardiovascular, respiratory, and gastrointestinal disorders 下一代儿科护理: 基于纳米技术和人工智能驱动的心血管、呼吸和胃肠道疾病解决方案

WORLD JOURNAL OF PEDIATRICS

IF4.5

2024-08-28

PREAI

Lima, Waldenice de Alencar Morais; de Souza, Jackson G.; Garcia-Villen, Fatima; Loureiro, Julia Lira; Raffin, Fernanda Nervo; Fernandes, Marcelo A. C.; Souto, Eliana B.; Severino, Patricia; Barbosa, Raquel de M.

SHA-256 Hardware Proposal for IoT Devices in the Blockchain Context 区块链环境中物联网设备的SHA-256硬件建议

SENSORS

IF3.5

2024-06-17

OAAI

Santos Jr, Carlos E. B.; da Silva, Lucileide M. D.; Torquato, Matheus F.; Silva, Sergio N.; Fernandes, Marcelo A. C.

A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm 使用TEDA进化算法的新型轻量级R峰检测器

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2024-03-29

OAAI

da Silva, Lucileide M. D.; Silva, Sergio N.; de Souza, Luisa C.; de Azevedo, Karolayne S.; Guedes, Luiz Affonso; Fernandes, Marcelo A. C.

FPGA Applied to Latency Reduction for the Tactile Internet

SENSORS

IF3.5

2022-10-16

OAAI

Jose, C. V. S. Junior; Silva, Sergio N.; Torquato, Matheus F.; Mahmoodi, Toktam; Dohler, Mischa; Fernandes, Marcelo A. C.

Analysis of Atmospheric Pollutant Data Using Self-Organizing Maps

SUSTAINABILITY

IF3.3

2022-08-20

OAAI

Costa, Emanoel L. R.; Braga, Taiane; Dias, Leonardo A.; de Albuquerque, Edler L.; Fernandes, Marcelo A. C.

Convolutional Neural Network Applied to SARS-CoV-2 Sequence Classification

SENSORS

IF3.5

2022-07-31

OAAI

Camara, Gabriel B. M.; Coutinho, Maria G. F.; da Silva, Lucileide M. D.; Gadelha, Walter V. do N.; Torquato, Matheus F.; Barbosa, Raquel de M.; Fernandes, Marcelo A. C.

A Novel Deep Neural Network Technique for Drug-Target Interaction 一种用于药物-靶标相互作用的新型深度神经网络技术

PHARMACEUTICS

IF5.5

2022-03-11

OAAI

de Souza, Jackson G.; Fernandes, Marcelo A. C.; de Melo Barbosa, Raquel

A full-parallel implementation of Self-Organizing Maps on hardware 自组织映射在硬件上的完全并行实现

NEURAL NETWORKS

IF6.3

2021-11-01

OAAI

Dias, Leonardo A.; Damasceno, Augusto M. P.; Gaura, Elena; Fernandes, Marcelo A. C.

Fully Parallel Implementation of Otsu Automatic Image Thresholding Algorithm on FPGA

SENSORS

IF3.5

2021-06-17

OAAI

Barros, Wysterlanya K. P.; Dias, Leonardo A.; Fernandes, Marcelo A. C.

Hardware Architecture Proposal for TEDA Algorithm to Data Streaming Anomaly Detection

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Da Silva, Lucileide M. D.; Coutinho, Maria G. F.; Santos, Carlos E. B., Jr.; Santos, Mailson R.; Ruiz, M. Dolores; Guedes, Luiz Affonso; Fernandes, Marcelo A. C.

User Driven FPGA-Based Design Automated Framework of Deep Neural Networks for Low-Power Low-Cost Edge Computing 面向低功耗低成本边缘计算的深度神经网络用户驱动FPGA设计自动化框架

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Belabed, Tarek; Coutinho, Maria Gracielly F.; Fernandes, Marcelo A. C.; Sakuyama, Carlos Valderrama; Souani, Chokri

Proposal of the CAD System for Melanoma Detection Using Reconfigurable Computing

SENSORS

IF3.5

2020-06-03

OAAI

Barros, Wysterlanya K. P.; Morais, Daniel S.; Lopes, Felipe F.; Torquato, Matheus F.; Barbosa, Raquel de M.; Fernandes, Marcelo A. C.

研究方向