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Luís P. F. Garcia

universidade de brasilia

19H-index
77Paper Count
1.3KCitation Count
Published Papers 13
Publication Date
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GraphRAG on Electronic Health Record: A Knowledge Graph-Enhanced RAG Approach for Healthcare Information Access
errINTELLIGENT SYSTEMS, BRACIS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errBaptista, Joao V. R.; Garcia, Luis P. F.
errShare
errSave
Hardness Sampling: Exploring Instance Hardness in Pool-Based Active Learning
errINTELLIGENT SYSTEMS, BRACIS 2025, PT II
IF0
err2026-01-01
err0
PREAI
errNogueira, Gabriel da S. C.; dos Santos, Davi P.; de Carvalho, Andre C. P. L. F.; Garcia, Luis P. F.
errShare
errSave
Generative SLMs Meet Brazilian Legal Documents: Efficient NER via LoRA Fine-Tuning
errINTELLIGENT SYSTEMS, BRACIS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errOliveira, Matheus S. V.; Pio, Pedro B.; Garcia, Luis P. F.
errShare
errSave
A novel open set Energy-based Flow Classifier for Network Intrusion Detection
errComputers & Security
IF5.4
err2025-06-23
err0
errOAAI
errManuela M.C. Souza; Camila T. Pontes; João J.C. Gondim; Luís P.F. Garcia; Luiz DaSilva; Eduardo F.M. Cavalcante; Marcelo A. Marotta
errShare
errSave
DODFMiner: An automated tool for Named Entity Recognition from Official Gazettes
errNEUROCOMPUTING
IF6.5
err2024-02-01
err2
PREAI
errGuimaraes, 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.
errShare
errSave
Applying One-Class Algorithms for Data Stream-Based Insider Threat Detection
errIEEE ACCESS
IF3.6
err2023-01-01
err6
errOAAI
errPeccatiello, Rafael Bruno; Gondim, Joao Jose Costa; Garcia, Luis Paulo Faina
errShare
errSave
Meta-features for meta-learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-03-01
err47
errOAAI
errRivolli, Adriano; Garcia, Luis P. F.; Soares, Carlos; Vanschoren, Joaquin; de Carvalho, Andre C. P. L. F.
errShare
errSave
Towards holistic Entity Linking: Survey and directions
errenterprise information systems
IF3.4
err2021-01-01
err23
PREAI
errOliveira, Italo L.; Fileto, Renato; Speck, Rene; Garcia, Luis P. F.; Moussallem, Diego; Lehmann, Jens
errShare
errSave
How Complex Is Your Classification Problem?: A Survey on Measuring Classification Complexity
errACM COMPUTING SURVEYS
IF28
err2019-09-13
err140
PREAI
errLorena, Ana C.; Garcia, Luis P. F.; Lehmann, Jens; Souto, Marcilio C. P.; Ho, Tin Kam
errShare
errSave
New label noise injection methods for the evaluation of noise filters
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-01-01
err25
PREAI
errGarcia, Luis P. F.; Lehmann, Jens; de Carvalho, Andre C. P. L. F.; Lorena, Ana C.
errShare
errSave
Noise detection in the meta-learning level
errNEUROCOMPUTING
IF6.5
err2016-02-01
err48
PREAI
errGarcia, Luis P. F.; de Carvalho, Andre C. P. L. F.; Lorena, Ana C.
errShare
errSave
Using the One-vs-One decomposition to improve the performance of class noise filters via an aggregation strategy in multi-class classification problems
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2015-12-01
err31
PREAI
errGarcia, Luis P. F.; Saez, Jose A.; Luengo, Julian; Lorena, Ana C.; de Carvalho, Andre C. P. L. F.; Herrera, Francisco
errShare
errSave
Effect of label noise in the complexity of classification problems
errNEUROCOMPUTING
IF6.5
err2015-07-01
err101
PREAI
errGarcia, Luis P. F.; de Carvalho, Andre C. P. L. F.; Lorena, Ana C.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
A
André C. P. L. F. de Carvalho
H-index: 60 · Papers: 732
J
Jens Lehmann
H-index: 53 · Papers: 553
L
Luiz A. DaSilva
H-index: 42 · Papers: 381
J
Joaquin Vanschoren
H-index: 36 · Papers: 215
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