Aleksei Karetnikov MSc

Researcher and Senior Data Scientist

Publikationen

2026
Fact-Grounded Explainable Analytics for Rural Governance

Karetnikov, A., Martinez-Gil, J., Magyar, M., Kotavaara, O., & Lentini, G.. (2026). Fact-Grounded Explainable Analytics for Rural Governance. In Lecture Notes in Computer Science (pp. 149–163). Springer Nature Switzerland. https://doi.org/10.1007/978-3-032-34304-8_13
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2024
Semantic Modeling of Architecture Decision Records to Enable AI-based Analysis

Karetnikov, A., Ehrlinger, L., Buchgeher, G., & Geist, V. (2024). Semantic Modeling of Architecture Decision Records to Enable AI-based Analysis. 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER).
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2022
Enhancing TransE to Predict Process Behavior in Temporal Knowledge Graphs

Karetnikov, A., Ehrlinger, L., & Geist, V. (2022). Enhancing TransE to Predict Process Behavior in Temporal Knowledge Graphs. Database and Expert Systems Applications - DEXA 2022 Workshops, 369–374.
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Using Property Graphs to Segment Time-Series Data

Karetnikov, A., Rehberger, T., Lettner, C., Himmelbauer, J., Nikzad-Langerodi, R., Gsellmann, G., Nestelberger, S., & Schützeneder, S. (2022). Using Property Graphs to Segment Time-Series Data. Database and Expert Systems Applications - DEXA 2022 Workshops, 416–423.
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2021
Data-Driven Support of Coaches in Professional Cycling Using Race Performance Prediction

Karetnikov, A., Nuijten, W., & Hassani, M. (2021). Data-driven Support of Coaches in Professional Cycling using Race Performance Prediction. Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support. doi:10.5220/0010656300003059
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