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Leonardo Rocha

universidade federal de sao joao del-rei

25H指数
268论文数
2.2K被引数
收录论文 35
发表时间
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Enhanced Analysis of User Perceptions Through Natural Language Processing Approaches通过自然语言处理方法增强用户感知分析
errHUMAN-COMPUTER INTERACTION - INTERACT 2025, PT III
IF0
err2026-01-01
err0
PREAI
errPrenassi, Gabriel; Machado, Ana; Freitas, Davi; Lima, Andre; Prates, Raquel O.; Landim, Antonio; Rocha, Leonardo; Tuler, Elisa
err分享
err收藏
A Strategy Utilizing an LLM and Augmented Reality for Handling the Missing Data: A Case Study Using Unity, Vuforia and ChatGPT利用LLM和增强现实的缺失数据处理策略：基于Unity、Vuforia和ChatGPT的案例研究
errCOMPUTATIONAL SCIENCE AND ITS APPLICATIONS-ICCSA 2025 WORKSHOPS, PT XIII
IF0
err2026-01-01
err0
PREAI
errde Limas, Enio Vicente; Rodrigues Guimaraes, Rita de Fatima; Meiguins, Bianchi Serique; Dutra da Rocha, Leonardo Chaves; Colombo Dias, Diego Roberto; Guimaraes, Marcelo de Paiva
err分享
err收藏
Enhanced LLM-supported instructions for medication use through retrieval-augmented generation通过检索增强生成增强的大语言模型支持的用药指导
errComputers in Biology and Medicine
IF6.3
err2025-10-11
err0
errOAAI
errDavi dos Reis de Jesus; Antônio Pereira de Souza Júnior; Elisa Tuler de Albergaria; Adriana Silvina Pagano; Isaias Jose Ramos de Oliveira; Cristiane dos Santos Dias; Eura Martins Lage; Flavia Ribeiro de Oliveira; Juliana Almeida Oliveira; Igor de Carvalho Gomes; Leonardo Chaves Dutra da Rocha; Zilma Silveira Nogueira Reis
err分享
err收藏
STEval: A framework for evaluating spatio-temporal crime prediction modelsSTEval：一个用于评估时空犯罪预测模型的框架
errEngineering Applications of Artificial Intelligence
IF8
err2025-09-22
err0
PREAI
errGabriel Amarante; Matheus Pimenta; Yan Andrade; Matheus Senna; Rainer Menezes; Antônio Hot Faria; Marcelo Vilas-Boas; Frederico Martins de Paula Neto; João Paulo da Silva; Everton Renato de Sousa; Jamicel da Silva; Wagner Meira Jr.; George Teodoro; Leonardo Rocha; Renato Ferreira
err分享
err收藏
Are the current topic modeling evaluation metrics enough? Mitigating the limitations of topic modeling evaluation metrics using a multi-perspective game theoretic approach当前的主题建模评估指标足够吗？利用多视角博弈论方法缓解主题建模评估指标的局限性
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-06-01
err0
PREAI
errPereira, Antonio; Viegas, Felipe; Dias, Diego Roberto Colombo; Tuler, Elisa; Machado, Ana Claudia; Fonseca, Guilherme; Goncalves, Marcos Andre; Rocha, Leonardo
err分享
err收藏
Unraveling relevant cross-waves pattern drifts in patient-hospital risk factors among hospitalized COVID-19 patients using explainable machine learning methods
errBMC INFECTIOUS DISEASES
IF3
err2025-04-15
err0
errOAAI
errLana, Fernanda Cristina Barbosa; Marinho, Carolina Coimbra; de Paiva, Bruno Barbosa Miranda; Valle, Lucas Rocha; do Nascimento, Guilherme Fonseca; da Rocha, Leonardo Chaves Dutra; Carneiro, Marcelo; Batista, Joanna d'Arc Lyra; Anschau, Fernando; Paraiso, Pedro Gibson; Bartolazzi, Frederico; Cimini, Christiane Correa Rodrigues; Schwarzbold, Alexandre Vargas; Rios, Danyelle Romana Alves; Goncalves, Marcos Andre; Marcolino, Milena Soriano
err分享
err收藏
A Noise-Oriented and Redundancy-Aware Instance Selection Framework
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2025-01-17
err0
errOAAI
errCunha, Washington; Fernandez, Alejandro moreo; Esuli, Andrea; Sebastiani, Fabrizio; Rocha, Leonardo; Goncalves, M. A. R. C. O. S. ANDRe
err分享
err收藏
A New Natural Language Processing-Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2024-10-28
err0
errOAAI
errPaiva, Bruno; Goncalves, Marcos Andre; Dutra da Rocha, Leonardo Chaves; Marcolino, Milena Soriano; Barbosa Lana, Fernanda Cristina; Souza-Silva, Maira Viana Rego; Almeida, Jussara M.; Pereira, Polianna Delfino; Valiense de Andrade, Claudio Moises; dos Reis Gomes, Angelica Gomides; Pires Ferreira, Maria Angelica; Bartolazzi, Frederico; Sacioto, Manuela Furtado; Boscato, Ana Paula; Guimaraes-Junior, Milton Henriques; dos Reis, Priscilla Pereira; Costa, Felicio Roberto; Jorge, Alzira de Oliveira; Coelho, Laryssa Reis; Carneiro, Marcelo; Souza Sales, Thais Lorenna; Araujo, Silvia Ferreira; Silveira, Daniel Vitorio; Ruschel, Karen Brasil; Veloso Santos, Fernanda Caldeira; de Almeida Cenci, Evelin Paola; Monteiro Menezes, Luanna Silva; Anschau, Fernando; Camargos Bicalho, Maria Aparecida; Fernandes Manenti, Euler Roberto; Finger, Renan Goulart; Ponce, Daniela; de Aguiar, Filipe Carrilho; Marques, Luiza Margoto; de Castro, Luis Cesar; Vietta, Giovanna Grunewald; de Godoy, Mariana Frizzo; Vilaca, Mariana do Nascimento; Morais, Vivian Costa
err分享
err收藏
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval
errNEUROCOMPUTING
IF6.5
err2024-10-01
err1
PREAI
errFranca, Celso; Lima, Rennan C.; Andrade, Claudio; Cunha, Washington; Melo, Pedro O. S. Vaz de; Ribeiro-Neto, Berthier; Rocha, Leonardo; Santos, Rodrygo L. T.; Pagano, Adriana Silvina; Goncalves, Marcos Andre
err分享
err收藏
Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation
errBMC INFECTIOUS DISEASES
IF3
err2024-09-27
err2
errOAAI
errde Moraes, Eduardo Villela; Pires, Magda Carvalho; Costa, Amanda Abrantes Abreu; Nunes, Aline Gabrielle Sousa; de Amorim, Caroline Lopes; Manenti, Euler Roberto Fernandes; Lucas, Fernanda Barbosa; Rodrigues, Fernanda d'Athayde; Anschau, Fernando; do Nascimento, Guilherme Fonseca; Vietta, Giovanna Grunewald; Moreira, Jessica Fernandes Benavides; Ruschel, Karen Brasil; Costa, Monica Aparecida; Duraes, Pamela Andrea Alves; van der Sand Germani, Pedro Augusto; dos Reis, Priscilla Pereira; Menezes, Rochele Mosmann; da Rocha, Leonardo Chaves Dutra; Goncalves, Marcos Andre; Tupinambas, Unai; Marcolino, Milena Soriano
err分享
err收藏
Large-scale response-aware online ANN search in dynamic datasets
errCLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
IF4.1
err2023-10-14
err0
errOAAI
errAndrade, Guilherme; Barreiros Jr, Willian; Rocha, Leonardo; Ferreira, Renato; Teodoro, George
err分享
err收藏
Convolutional neural networks applied to data organized as OLAP cubes
errEXPERT SYSTEMS
IF2.3
err2023-09-19
err0
errOAAI
errCaputo, Rodrigo Ribeiro; dos Santos, Edimilson Batista; da Rocha, Leonardo Chaves Dutra
err分享
err收藏
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification
errACM COMPUTING SURVEYS
IF28
err2023-07-13
err12
PREAI
errCunha, Washington; Viegas, Felipe; Franca, Celso; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre
err分享
err收藏
On the class separability of contextual embeddings representations-or The classifier does not matter when the (text) representation is so good!
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2023-07-01
err7
PREAI
errde Andrade, Claudio M. V.; Belem, Fabiano M.; Cunha, Washington; Franca, Celso; Viegas, Felipe; Rocha, Leonardo; Goncalves, Marcos Andre
err分享
err收藏
A reproducible POI recommendation framework: Works mapping and benchmark evaluation
errenterprise information systems
IF3.4
err2022-09-01
err6
errOAAI
errWerneck, Heitor; Silva, Nicollas; Pereira, Adriano; Carvalho, Matheus; Bellogin, Alejandro; Martinez-Gil, Jorge; Mourao, Fernando; Rocha, Leonardo
err分享
err收藏
Balancing the trade-off between accuracy and diversity in recommender systems with personalized explanations based on Linked Open Data
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-09-01
err15
PREAI
errZanon, Andre Levi; da Rocha, Leonardo Chaves Dutra; Manzato, Marcelo Garcia
err分享
err收藏
Semantic Academic Profiler (SAP): a framework for researcher assessment based on semantic topic modeling
errSCIENTOMETRICS
IF3.5
err2022-07-11
err3
errOAAI
errViegas, Felipe; Pereira, Antonio; Cecilio, Pablo; Tuler, Elisa; Meira, Wagner, Jr.; Goncalves, Marcos; Rocha, Leonardo
err分享
err收藏
Multi-Armed Bandits in Recommendation Systems: A survey of the state-of-the-art and future directions
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-07-01
err25
PREAI
errSilva, Nicollas; Werneck, Heitor; Silva, Thiago; Pereira, Adriano C. M.; Rocha, Leonardo
err分享
err收藏
Points of Interest recommendations: Methods, evaluation, and future directions
errenterprise information systems
IF3.4
err2021-11-01
err25
PREAI
errWerneck, Heitor; Silva, Nicollas; Viana, Matheus; Pereira, Adriano C. M.; Mourao, Fernando; Rocha, Leonardo
err分享
err收藏
Effective and diverse POI recommendations through complementary diversification models
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-08-01
err13
PREAI
errWerneck, Heitor; Santos, Rodrigo; Silva, Nicollas; Pereira, Adriano C. M.; Moura, Fernando; Rocha, Leonardo
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
J
Joseph A. Konstan
H 指数: 75 · 论文数: 320
W
Wagner Meira
H 指数: 52 · 论文数: 608
M
Marcos André Gonçalves
H 指数: 47 · 论文数: 460
J
Jussara M. Almeida
H 指数: 46 · 论文数: 390
E
Eder J. Lenardão
H 指数: 46 · 论文数: 381
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