A Framework to Design and Implement Real-time Multicore Schedulers using Machine Learning. - Leonardo Passig Horstmann; José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (ETFA, 2019)

Anomaly Detection in Multicore Embedded Systems. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Antônio Augusto Fröhlich (SBESC, 2019)

Data Confidence Applied to Wind Turbine Power Curves. - Roberto Milton Scheffel; José Luís Conradi Hoffmann; Leonardo Passig Horstmann; Gustavo Medeiros de Araújo; Antônio Augusto Fröhlich; Tiago Kaoru Matsuo; Vitor Pohlenz; Marcos Hisashi Napoli Nishioka (SBESC, 2020)

Modeling Time Requirements of CPS in Wireless Networks. - Cesar Huegel Richa; Mateus Martínez De Lucena; Leonardo Passig Horstmann; José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (Sensors, 2020)

Performance Monitoring Features in EPOS. - Leonardo Passig Horstmann; José Luís Conradi Hoffmann; Antônio Augusto Fröhlich (SBESC, 2021)

Anomaly Detection on Wind Turbines Based on a Deep Learning Analysis of Vibration Signals. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Mateus Martínez De Lucena; Gustavo Medeiros de Araújo; Antônio Augusto Fröhlich; Marcos Hisashi Napoli Nishioka (Appl. Artif. Intell., 2021)

Embedding Anomaly Detection Autoencoders for Wind Turbines. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (ETFA, 2022)

SmartData Safety: Online Safety Models for Data-Driven Cyber-Physical Systems. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (IECON, 2022)

A PUF-based Secure Bootstrap Protocol for Cyber-Physical System Networks. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Antônio Augusto Fröhlich (INDIN, 2022)

Using Formal Methods to Specify Data-Driven Cyber-Physical Systems. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Matheus Wagner; Felipe Vieira; Mateus Martínez De Lucena; Antônio Augusto Fröhlich (ISIE, 2022)

Integrating Autonomous Vehicle Simulation Tools using SmartData. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Antônio Augusto Fröhlich (SBESC, 2022)

Online Machine Learning for Energy-Aware Multicore Real-Time Embedded Systems. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (IEEE Trans. Computers, 2022)

Online Machine Learning for Energy-Aware Multicore Real-Time Embedded Systems Database. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (IEEE DataPort, 2022)

Using Formal Methods for On-The-Fly Time Series Verification. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Antônio Augusto Fröhlich (LADC, 2023)

Data-Centric Design for Formal Verification of Vehicle Monitoring. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (SBESC, 2023)

Handling WSN Communication Faults at the Edge with Confidence Attribution for Data Imputation. - Leonardo Passig Horstmann; José Luis Conradi Hoffmann; Roberto Milton Scheffel; Antônio Augusto Fröhlich (WF-IoT, 2023)

A Secure IIoT Gateway Architecture based on Trusted Execution Environments. - Antônio Augusto Fröhlich; Leonardo Passig Horstmann; José Luis Conradi Hoffmann (J. Netw. Syst. Manag., 2023)

Monitoring the performance of multicore embedded systems without disrupting its timing requirements. - Leonardo Passig Horstmann; José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (Des. Autom. Embed. Syst., 2023)

An Early Fault Detection Framework for Wind Turbines using Vibration Signals. - José Luís Conradi Hoffmann; Mateus Martínez De Lucena; Gustavo Medeiros de Araújo; Antônio Augusto Fröhlich (CASE, 2024)

Enhancing RSS to be Fault Tolerant During Overtaking Maneuvers. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich; Marcus Völp (IECON, 2024)

Using Vehicular Protection Mechanisms to Enable Fault-Aware Safety Verification of Autonomous Vehicles. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich; Marcus Völp; Paolo Milazzo (LADC, 2024)

Lightweight and Robust Online Learning for Energy-Aware Multicore Real-Time Schedulers. - José Luis Conradi Hoffmann; José Luiz De Souza; Antônio Augusto Fröhlich (SBESC, 2024)

Transparent integration of autonomous vehicles simulation tools with a data-centric middleware. - José Luis Conradi Hoffmann; Leonardo Passig Horstmann; Antônio Augusto Fröhlich (Des. Autom. Embed. Syst., 2024)

Enforcing Timing Requirements in Time-Sensitive Networks. - Antônio Augusto Fröhlich; José Luis Conradi Hoffmann; Leonardo Passig Horstmann (WCNC, 2025)

SmartData: Toward the Data-Driven Design of Critical Systems. - José Luis Conradi Hoffmann; Antônio Augusto Fröhlich (IEEE Access, 2025)