1. José Luis Conradi Hoffmann and Antônio Augusto Fröhlich, SmartData: Toward the Data-Driven Design of Critical Systems, In: IEEE Access, 13():41865-41886, 2025. DOI: 10.1109/ACCESS.2025.3548542.
  2. José Luis Conradi Hoffmann, Antônio Augusto Fröhlich, Marcus Völp, Paolo Milazzo, Safe and Protected: Combining Protection Mechanism with Safety Verification In Autonomous Vehicles, In: Journal of Internet Services and Applications, TBA(TBA):1-21, 2025 (to appear).
  3. José Luis Conradi Hoffmann, Leonardo Passig Horstmann and Antônio Augusto Fröhlich, Transparent integration of autonomous vehicles simulation tools with a data-centric middleware, In: Design Automation for Embeddded Systems, 28():45-66, 2024. DOI: https://doi.org/10.1007/s10617-023-09280-w.
  4. Leonardo Passig Horstmann, Antônio Augusto Fröhlich, Josafat Leal Filho, José Luis Conradi Hoffmann, Adaptive QoS to Handle Transient Overloads in Time-sensitive Vehicular Networks Caused by ADAS, In: Proceedings of the 2025 IEEE 18th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), pages 1-8, Singapore, December 2025 (to appear).
  5. Enzo Nicolás Spotorno, Leonardo Passig Horstmann, José Luis Conradi Hoffmann, Antônio Augusto Fröhlich, Embedded Operation Effort Estimation: A Machine Learning Performance-Efficiency Trade-off Analysis, In: Proceedings of the 2025 XV Brazilian Symposium on Computing Systems Engineering (SBESC), pages 1-6, Campinas, SP, Brazil, November 2025 (to appear).
  6. Leonardo Pezenatto da Silva, Antônio Augusto Fröhlich, José Luis Conradi Hoffmann, Luiz Fernando Martins Pastuch, Enabling On-the-Fly Automotive Suspension Health Monitoring with Vision-based Vibration Model, In: Proceedings of the 2025 XV Brazilian Symposium on Computing Systems Engineering (SBESC), pages 1-6, Campinas, SP, Brazil, November 2025 (to appear).
  7. Emanuely Poncio do Amaral, Leonardo Passig Horstmann, Antônio Augusto Fröhlich, Secure Protocol Implementation for V2X Communication: a Simulation Study-Case, In: Proceedings of the 2025 Second Latin-American Workshop on Safe and Secure Vehicles (SSV), pages 1-4, Campinas, SP, Brazil, November 2025 (to appear).
  8. Enzo Nicolás Spotorno, Josafat Leal Filho, Antônio Augusto Fröhlich, Physics-Informed Residual-Based Anomaly Detection and Open-Set Recognition System: A Case Study on Ring Bearings, In: Proceedings of the 2025 51st Annual Conference of the IEEE Industrial Electronics Society (IECON), pages 1-6, Madrid, Spain, October 2025. DOI: 10.1109/IECON58223.2025.11221472.
  9. Murillo Guindani, José Luis Conradi Hoffmann, Antônio Augusto Fröhlich, TruckRSS: Adding Variable Mass to the Responsibility-Sensitive Safety Model, In: Proceedings of the 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), pages 1-8, Porto, Portugal, September 2025. DOI: 10.1109/ETFA65518.2025.11205725.
  10. Josafat Leal Filho, Antônio Augusto Fröhlich, Leonardo Passig Horstmann, José Luis Conradi Hoffmann, Jozimar Custódio Xavier, Predicting Transient Overloads Related to ADAS in Time-sensitive Vehicular Networks, In: Proceedings of the 2025 30th IEEE Symposium on Computers and Communications (ISCC), pages 1-6, Bologna, Italy, July 2025 (to appear).
  11. Antônio Augusto Fröhlich, Leonardo Passig Horstmann and Jozimar Custódio Xavier, Energetic Smartdata: a Data-Driven Power Management Approach for Cyber-Physical Systems, In: Proceedings of the 2025 IEEE 28th International Symposium on Real-Time Distributed Computing (ISORC), pages 1-8, Toulouse, France, May 2025. DOI: 10.1109/ISORC65339.2025.00025.
  12. Enzo Nicolás Spotorno Bieger, Thiago Augusto Bewiahn and Antônio Augusto Fröhlich, Lightweight Energy Budget Prediction for Wireless Transceivers, In: Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), pages 1-6, Milan, Italy, March 2025. DOI: 10.1109/WCNC61545.2025.10978504.
  13. Antônio Augusto Fröhlich, Leonardo Passig Horstmann and José Luis Conradi Hoffmann, Enforcing Timing Requirements in Time-Sensitive Networks, In: Proceedings of the IEEE Wireless Communications and Networking Conference (WCNC), pages 1-6, Milan, Italy, March 2025. DOI: 10.1109/WCNC61545.2025.10978464.
  14. José Luis Conradi Hoffmann, Antônio Augusto Fröhlich, Marcus Völp and Paolo Milazzo, Using Vehicular Protection Mechanisms to Enable Fault-Aware Safety Verification of Autonomous Vehicles, In: Proceedings of the 13th Latin-American Symposium on Dependable and Secure Computing (LADC), pages 55-64, Recife, Brazil, November 2024. DOI: 10.1145/3697090.3697101.
  15. José Luis Conradi Hoffmann, José Luiz De Souza and Antônio Augusto Fröhlich, Lightweight and Robust Online Learning for Energy-Aware Multicore Real-Time Schedulers, In: Proceedings of the 2024 XIV Brazilian Symposium on Computing Systems Engineering (SBESC), pages 1-6, Recife, Brazil, November 2024. DOI: 10.1109/SBESC65055.2024.10771912.
  16. Ilton Pfleger Junior, Leonardo Passig Horstmann and Antônio Augusto Fröhlich, Enabling Time Synchronization with Hardware-in-the-Loop Integration on a Data-Driven Middleware for Autonomous Vehicles Simulations, In: Proceedings of the First Latin-American Workshop on Safe and Secure Vehicles (SSV), pages 5-8, Recife, Brazil, November 2024. DOI: 10.5753/ssv.2024.32620.
  17. Jozimar C. Xavier, Leonardo Passig Horstmann and Antônio Augusto Fröhlich, A Power Management Approach Resilient to Energy Harvesting Prediction Errors on Battery-Operated Cyber-Physical Systems, In: Proceedings of the 2024 XIV Brazilian Symposium on Computing Systems Engineering (SBESC), pages 1-6, Recife, Brazil, November 2024. DOI: 10.1109/SBESC65055.2024.10771931.
  18. José Luis Conradi Hoffmann, Antônio Augusto Fröhlich and Marcus Völp, Enhancing RSS to be Fault Tolerant During Overtaking Maneuvers, In: Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society (IECON 2024), pages 1-6, Chicago, USA, November 2024. DOI: 10.1109/IECON55916.2024.10905937.
  19. Enzo Nicolás Spotorno Bieger, Leonardo Passig Horstmann and Antônio Augusto Fröhlich, An Analysis of LSTMs and CNNs Robustness for Early Battery End of Life Prediction on Multivariate Time Series Based on Non-Stationarity and Entropy, In: Proceedings of the 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), pages 1-8, Padova, Italy, September 2024. DOI: 10.1109/ETFA61755.2024.10710943.

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