Machine learning on big data: Opportunities and challenges

• Performance-preserving event log sampling for predictive monitoring

  2023 Journal of Intelligent Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  16

  citations
• Effect of microstructural heterogeneity on fatigue strength predicted by reinforcement machine learning

  2022 Fatigue & Fracture of Engineering Materials & Structures article Engineering Fatigue and fracture mechanics Open access

  22

  citations
• Validation and Comparison of Radiograph-Based Organ Dose Reconstruction Approaches for Wilms Tumor Radiation Treatment Plans

  2022 Advances in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access

  4

  citations
• Event Log Sampling for Predictive Monitoring

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  12

  citations
• Derivation of Constituent Problem Characteristics for the Application of Machine Learning Systems

  2021 International Conference on Information and Computer Technologies (ICICT) conference-paper Computer Science Artificial Intelligence Applications

  0

  citations
• Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future

  2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

  7

  citations

6 results