Leonardo dos Santos Lourenço Bastos in Caderno de resumos do LVIII Simpósio Brasileiro de Pesquisa Operacional

Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)

Leonardo dos Santos Lourenço Bastos

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Papers 7

Predictive Modeling of ENEM Performance: Socioeconomic and Demographic Factors and Comparative Analysis of Machine Learning Techniques.
SAMPAIO, Tiago Machado ¹
PEREIRA, Renan de Oliveira ¹
CARVALHO, Marcos Fernando Sá de ¹
BASTOS, Leonardo dos Santos Lourenço ²
¹ Pontifícia Universidade Católica do Rio de Janeiro
² Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
Vol 57, 2025 -
340442

AS&DS – Data Analysis and Science

Complete Articles (CA)
Development and validation of a Prediction Model for Hospitalization in Dengue Fever: A Machine Learning approach using Brazilian National Surveillance Data
PAULO, Daniela Magalhães de ¹
CALIXTO, Julia Brandão ¹
BAIAO, Fernanda ²
BASTOS, Leonardo dos Santos Lourenço ¹
¹ Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
² Pontifícia Universidade Católica do Rio de Janeiro
Vol 57, 2025 -
340713

EST&AM – OR Analytics in Statistics and Machine Learning

Complete Articles (CA)
PREDICTION OF CRITICAL CLINICAL OUTCOMES IN OLDER ADULTS WITH COMMUNITY-ACQUIRED PNEUMONIA IN THE ICU: A MULTICENTER COHORT MACHINE LEARNING APPROACH
MICHELIN, Marcos ¹
MARTINS, Gloria ²
SALLUH, Jorge ²
BASTOS, Leonardo dos Santos Lourenço ³
¹ Pontifícia Universidade Católica do Rio de Janeiro
² D’Or Institute for Research and Education
³ Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
-
340865

SA – OR in Health

Complete Articles (CA)
AI-POWERED DIGITAL ASSISTANT TO ENHANCE USER EXPERIENCE AND ACCESS TO KNOWLEDGE IN A RESOURCE PLANNING PLATFORM
FERREIRA, Joana da Matta Furtado ¹
TORRES, Luciano Borges ¹
ALMEIDA, Guilherme ²
KLEIN, Gabriela Ribas ¹
CARRILHO, Luana Mesquita ³
BASTOS, Leonardo dos Santos Lourenço ³
¹ Tecgraf
² Petrobras
³ Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
-
341043

IA- OR and AI

Poster
FEDERATED LEARNING IN THE PREDICTION OF DEATH FROM YELLOW FEVER IN BRAZIL: comparing algorithms in partitioned data.
LIMA, Carlos Jose de ¹
BASTOS, Leonardo dos Santos Lourenço ²
SILVA, MAISA MENDONCA SILVA ³
¹ Universidade Federal de Pernambuco - UFPE
² Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
³ Universidade Federal de Pernambuco
-
341077

IA- OR and AI

Poster

SBPO 2026

Book of abstracts of the LVIII Brazilian Symposium on Operations Research

Leonardo dos Santos Lourenço Bastos

Predictive Modeling of ENEM Performance: Socioeconomic and Demographic Factors and Comparative Analysis of Machine Learning Techniques.

Development and validation of a Prediction Model for Hospitalization in Dengue Fever: A Machine Learning approach using Brazilian National Surveillance Data

PREDICTION OF CRITICAL CLINICAL OUTCOMES IN OLDER ADULTS WITH COMMUNITY-ACQUIRED PNEUMONIA IN THE ICU: A MULTICENTER COHORT MACHINE LEARNING APPROACH

AI-POWERED DIGITAL ASSISTANT TO ENHANCE USER EXPERIENCE AND ACCESS TO KNOWLEDGE IN A RESOURCE PLANNING PLATFORM

FEDERATED LEARNING IN THE PREDICTION OF DEATH FROM YELLOW FEVER IN BRAZIL: comparing algorithms in partitioned data.

Co-authors (20)

MAISA MENDONCA SILVA SILVA

Fernanda Baiao

Luciano Carlos Azevedo da Costa

Soraida Aguilar Vargas

Tiago Machado Sampaio

Renan de Oliveira Pereira

Marcos Fernando Sá de Carvalho

Daniela Magalhães de Paulo

Julia Brandão Calixto

Marcos Michelin

Gloria Martins

Jorge Salluh

Joana da Matta Furtado Ferreira

Luciano Borges Torres

Guilherme Almeida

Gabriela Ribas Klein

Luana Mesquita Carrilho

Carlos Jose de Lima

Hanna Yasmin Rodrigues Coelho Brandão

MATHEUS DE OLIVEIRA SILVA

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