Luís P. F. Garcia - Publications, H-index & Citations

Luís P. F. Garcia

universidade de brasilia

19H指数

77论文数

1.3K被引数

收录论文 13

发表时间

GraphRAG on Electronic Health Record: A Knowledge Graph-Enhanced RAG Approach for Healthcare Information Access 电子健康记录上的图RAG：一种知识图谱增强的RAG方法用于医疗信息访问

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Baptista, Joao V. R.; Garcia, Luis P. F.

Hardness Sampling: Exploring Instance Hardness in Pool-Based Active Learning 硬度采样：探索基于池的主动学习中的实例硬度

INTELLIGENT SYSTEMS, BRACIS 2025, PT II

IF0

2026-01-01

PREAI

Nogueira, Gabriel da S. C.; dos Santos, Davi P.; de Carvalho, Andre C. P. L. F.; Garcia, Luis P. F.

Generative SLMs Meet Brazilian Legal Documents: Efficient NER via LoRA Fine-Tuning 生成式SLMs与巴西法律文件：通过LoRA微调实现高效命名实体识别

INTELLIGENT SYSTEMS, BRACIS 2025, PT I

IF0

2026-01-01

PREAI

Oliveira, Matheus S. V.; Pio, Pedro B.; Garcia, Luis P. F.

A novel open set Energy-based Flow Classifier for Network Intrusion Detection 一种新型开放集能量基流分类器用于网络入侵检测

Computers & Security

IF5.4

2025-06-23

OAAI

Manuela M.C. Souza; Camila T. Pontes; João J.C. Gondim; Luís P.F. Garcia; Luiz DaSilva; Eduardo F.M. Cavalcante; Marcelo A. Marotta

DODFMiner: An automated tool for Named Entity Recognition from Official Gazettes DODFMiner: 一种用于从官方公报中识别命名实体的自动化工具

NEUROCOMPUTING

IF6.5

2024-02-01

PREAI

Guimaraes, Gabriel M. C.; da Silva, Felipe X. B.; Queiroz, Andrei L.; Marcacini, Ricardo M.; Faleiros, Thiago P.; Borges, Vinicius R. P.; Garcia, Luis P. F.

Applying One-Class Algorithms for Data Stream-Based Insider Threat Detection 应用一类算法进行基于数据流的内部威胁检测

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Peccatiello, Rafael Bruno; Gondim, Joao Jose Costa; Garcia, Luis Paulo Faina

Meta-features for meta-learning 元学习的元特征

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-03-01

OAAI

Rivolli, Adriano; Garcia, Luis P. F.; Soares, Carlos; Vanschoren, Joaquin; de Carvalho, Andre C. P. L. F.

Towards holistic Entity Linking: Survey and directions

enterprise information systems

IF3.4

2021-01-01

PREAI

Oliveira, Italo L.; Fileto, Renato; Speck, Rene; Garcia, Luis P. F.; Moussallem, Diego; Lehmann, Jens

How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity 您的分类问题有多复杂？: 测量分类复杂性的调查

ACM COMPUTING SURVEYS

IF28

2019-09-13

140

PREAI

Lorena, Ana C.; Garcia, Luis P. F.; Lehmann, Jens; Souto, Marcilio C. P.; Ho, Tin Kam

New label noise injection methods for the evaluation of noise filters 用于评估噪声滤波器的新标签噪声注入方法

KNOWLEDGE-BASED SYSTEMS

IF7.6

2019-01-01

PREAI

Garcia, Luis P. F.; Lehmann, Jens; de Carvalho, Andre C. P. L. F.; Lorena, Ana C.

Noise detection in the meta-learning level

NEUROCOMPUTING

IF6.5

2016-02-01

PREAI

Garcia, Luis P. F.; de Carvalho, Andre C. P. L. F.; Lorena, Ana C.

Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems 在多类分类问题中使用一对一分解通过聚合策略提高类噪声滤波器的性能

KNOWLEDGE-BASED SYSTEMS

IF7.6

2015-12-01

PREAI

Garcia, Luis P. F.; Saez, Jose A.; Luengo, Julian; Lorena, Ana C.; de Carvalho, Andre C. P. L. F.; Herrera, Francisco

Effect of label noise in the complexity of classification problems 标签噪声对分类问题复杂性的影响

NEUROCOMPUTING

IF6.5

2015-07-01

101

PREAI

Garcia, Luis P. F.; de Carvalho, Andre C. P. L. F.; Lorena, Ana C.

研究方向