Roberto Z. Freire

About Roberto Z. Freire

Roberto Z. Freire, With an exceptional h-index of 20 and a recent h-index of 16 (since 2020), a distinguished researcher at Pontifícia Universidade Católica do Paraná, specializes in the field of Artificial Intelligence, Energy Efficiency, Building Simulation, Optimization, Systems Identification..

His recent articles reflect a diverse array of research interests and contributions to the field:

A deep learning-based approach for axle counter in free-flow tolling systems

Generating soft sensors for mechanical systems using sparse identification of nonlinear dynamics

Optimized hybrid ensemble learning approaches applied to very short-term load forecasting

Optimized hybrid YOLOu‐Quasi‐ProtoPNet for insulators classification

Check for updates Data Science Applied to Vehicle Telemetry Data to Identify Driving Behavior Profiles

Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV

Data Science Applied to Vehicle Telemetry Data to Identify Driving Behavior Profiles

AImotion Challenge Results: a Framework for AirSim Autonomous Vehicles and Motion Replication

Roberto Z. Freire Information

University

Position

___

Citations(all)

1459

Citations(since 2020)

746

Cited By

956

hIndex(all)

20

hIndex(since 2020)

16

i10Index(all)

28

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Roberto Z. Freire Skills & Research Interests

Artificial Intelligence

Energy Efficiency

Building Simulation

Optimization

Systems Identification.

Top articles of Roberto Z. Freire

Title

Journal

Author(s)

Publication Date

A deep learning-based approach for axle counter in free-flow tolling systems

Scientific Reports

Bruno José Souza

Guinther Kovalski da Costa

Anderson Luis Szejka

Roberto Zanetti Freire

Gabriel Villarrubia Gonzalez

2024/2/10

Generating soft sensors for mechanical systems using sparse identification of nonlinear dynamics

2024/1/4

Optimized hybrid ensemble learning approaches applied to very short-term load forecasting

International Journal of Electrical Power & Energy Systems

Marcos Yamasaki Junior

Roberto Zanetti Freire

Laio Oriel Seman

Stefano Frizzo Stefenon

Viviana Cocco Mariani

...

2024/1/1

Optimized hybrid YOLOu‐Quasi‐ProtoPNet for insulators classification

IET Generation, Transmission & Distribution

Stefano Frizzo Stefenon

Gurmail Singh

Bruno José Souza

Roberto Zanetti Freire

Kin‐Choong Yow

2023/8

Check for updates Data Science Applied to Vehicle Telemetry Data to Identify Driving Behavior Profiles

Proceedings of the 11th International Conference on Production Research–Americas: ICPR Americas 2022

Giancarlo Pellegrino da Rocha Mendes Albano

Gilberto Reynoso-Meza

Raphael Romildo de Mariotto Lima

Roberto Zanetti Freire

2023/7/26

Hybrid-YOLO for classification of insulators defects in transmission lines based on UAV

International Journal of Electrical Power & Energy Systems

Bruno José Souza

Stefano Frizzo Stefenon

Gurmail Singh

Roberto Zanetti Freire

2023/6/1

Data Science Applied to Vehicle Telemetry Data to Identify Driving Behavior Profiles

Giancarlo Pellegrino da Rocha Mendes Albano

Gilberto Reynoso-Meza

Raphael Romildo de Mariotto Lima

Roberto Zanetti Freire

2022/11/23

AImotion Challenge Results: a Framework for AirSim Autonomous Vehicles and Motion Replication

Bruno J Souza

Lucas C de Assis

Dominik Rößle

Roberto Z Freire

Daniel Cremers

...

2022/8/18

Improved multiobjective differential evolution with spherical pruning algorithm for optimizing 3D printing technology parametrization process

Annals of Operations Research

Luciano Ferreira Cruz

Flavia Bernardo Pinto

Lucas Camilotti

Angelo Marcio Oliveira Santanna

Roberto Zanetti Freire

...

2022/12

A Review of Maintenance Scheduling Methods in the Context of Industry 4.0

Lucas Camilotti

Rolando Kurscheidt

Eduardo Loures

Eduardo Portela

Roberto Freire

2022/11/23

Distinct approaches to reproduce hygrothermal behavior of building materials based black-box models

Frontiers of Science and Technology: Reports on Technologies for Sustainability–Selected extended papers from the Brazilian-German Conference on Frontiers of Science and Technology Symposium (BRAGFOST), Potsdam 5-10 October 2017

Roberto Zanetti Freire

Bernhard Lenz

Gerson Henrique Dos Santos

Joseph Virgone

Abdelkrim Trabelsi

2021/7/5

Intelligent electric power management system for economic maximization in a residential prosumer unit

IEEE Access

William Felipe Ceccon

Roberto Z Freire

Anderson Luis Szejka

Osiris Canciglieri Junior

2021/3/24

PID control of hypnotic induction in anaesthesia employing multiobjective optimization design procedures

IFAC-PapersOnLine

Ricardo Massao Kagami

Renan Muniz Franco

Gilberto Reynoso-Meza

Roberto Zanetti Freire

2021/1/1

Space and Time Efficiency Analysis of Data-Driven Methods Applied to Embedded Systems

Iron Tessaro

Roberto Zanetti Freire

Viviana Cocco Mariani

Leandro dos Santos Coelho

2021/12/5

Photovoltaic power forecasting using wavelet Neuro-Fuzzy for active solar trackers

Journal of Intelligent & Fuzzy Systems

Stéfano Frizzo Stefenon

Christopher Kasburg

Roberto Zanetti Freire

Fernanda Cristina Silva Ferreira

Douglas Wildgrube Bertol

...

2021/1/1

Detecção de placas de veículos com foco na proteção de dados pessoais

Simpósio Brasileiro de Automação Inteligente-SBAI

Bruno José Souza

Alessandro Zimmer

Roberto Zanetti Freire

2021/10/20

Sistema de Comunicação LoRa: Uma solução para Transmissão de Dados no Agronegócio envolvendo Longas Distâncias e Baixo Custo

Simpósio Brasileiro de Automação Inteligente-SBAI

Diego F Tozetto

Rodrigo V Silva

Roberto Z Freire

2021/10/20

Image Representation of Time Series for Reinforcement Learning Trading Agent

Congresso Brasileiro de Automática-CBA

Guinther K da Costa

Leandro dos S Coelho

Roberto Z Freire

2020/12/8

Electrical insulator fault forecasting based on a wavelet neuro-fuzzy system

Energies

Stéfano Frizzo Stefenon

Roberto Zanetti Freire

Leandro dos Santos Coelho

Luiz Henrique Meyer

Rafael Bartnik Grebogi

...

2020/1/19

Otimização Multiobjetivo Aplicada no Controle de um Sistema Não Linear do Tipo Aeropêndulo

Congresso Brasileiro de Automática-CBA

Ricardo Massao Kagami

Miguel Angonese

Ramon Martinez Pereira

Sulivan Patrick von Ganter

Gilberto Reynoso-Meza

...

2020/12/8

See List of Professors in Roberto Z. Freire University(Pontifícia Universidade Católica do Paraná)

Co-Authors

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