Celso José Munaro

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Multivariate Time Series

Feature Engineering

Tuning Parameters

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Victor Semedo de Mattos Siqueira, Marco Antonio de Souza L. Cuadros, Celso José Munaro, Gustavo Maia de Almeida
Expert system for early sign stuck pipe detection: Feature engineering and fuzzy logic approach. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
André Paulo Ferreira Machado, Celso José Munaro, Patrick Marques Ciarelli, Ricardo Emanuel Vaz Vargas
Time series clustering to improve one-class classifier performance. Expert Syst. Appl. 243 (2024)
Celso José Munaro, Matheus Rangel Pimentel, Riccardo Bacci di Capaci, Lucíola Campestrini
Data driven performance monitoring and retuning using PID controllers. Comput. Chem. Eng. 178 (2023)
Bruno Guilherme Carvalho, Ricardo Emanuel Vaz Vargas, Ricardo Menezes Salgado, Celso José Munaro, Flávio Miguel Varejão
Flow Instability Detection in Offshore Oil Wells with Multivariate Time Series Machine Learning Classifiers. ISIE (2021)
Bruno Guilherme Carvalho, Ricardo Emanuel Vaz Vargas, Ricardo Menezes Salgado, Celso José Munaro, Flávio Miguel Varejão
Hyperparameter Tuning and Feature Selection for Improving Flow Instability Detection in Offshore Oil Wells. INDIN (2021)