fortiss scientific publications

Scientific publications

Publications, journal articles and brochures with results from the institute

Scientific publications

Keywords: Machine learning

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2025

  • September 2025 Environmental Monitoring of Industrial Environments with TSMatch (Demo) Ricardo da Costa Lima and Rute C. Sofia inProc. ACM SIGCOMM 2025, ():, September 2025. Details URL DOI BIB
  • August 2025 Reducing Information Overload with Machine Learning in Mobile Pervasive Augmented Reality Systems Rui Pascoal , Ana de Almeida and Rute C. Sofia IEEE Access, ():, August 2025. Details URL DOI BIB
  • April 2025 Improved Machine Learning Hybrid Approach For Advanced Solar PV Power Forecasting Jessy Matar , Ahmed Elsherif and Markus Duchon In IEEE SusTech 2025 Conference, Los Angeles, CA, USA, April 2025. Details URL DOI BIB
  • March 2025 Exploring the Potential of Freely Available Satellite Data for Energy Applications Jessy Matar , Mahdi Koubaa and Markus Duchon In 2nd NFDI4Energy Conference 2025, Karlsruhe, March 2025. Details URL BIB

2024

2022

  • February 2022 Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach Nathalie Baracaldo , Ali Anwar , Mark Purcell , Ambrish Rawat , Mathieu Sinn , Bashar Altakrouri , Dian Balta , Mahdi Sellami , Peter Kuhn and Matthias Buchinger February 2022. Details URL DOI BIB
  • 2022 Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation Peter Bludau and Alexander Pretschner In Proceedings of the 18th International Conference on Predictive Models and Data Analytics in Software Engineering, pages 22-31, 2022. Association for Computing Machinery. Details DOI BIB

2020

2019

2018