Dominik Kozjek
Assistant professor
Research interests
- robotics,
- machine learning,
- reinforcement learning,
- data analytics.
Selected publications
- KOZJEK, Dominik, VRABIČ, Rok, RIHTARŠIČ, Borut, LAVRAČ, Nada, BUTALA, Peter. Advancing manufacturing systems with big-data analytics : a conceptual framework. International journal of computer integrated manufacturing, doi: 10.1080/0951192X.2020.1718765.
- KOZJEK, Dominik, VRABIČ, Rok, ERŽEN, Gregor, BUTALA, Peter. Identifying the business and social networks in the domain of production by merging the data from heterogeneous internet sources. International journal of production economics, doi: 10.1016/j.ijpe.2018.03.026.
- KOZJEK, Dominik, VRABIČ, Rok, KRALJ, David, BUTALA, Peter. Interpretative identification of the faulty conditions in a cyclic manufacturing process. Journal of manufacturing systems, doi: 10.1016/j.jmsy.2017.03.001.
Memberships
Reviewer
- Expert Systems with Applications
- International Journal of Production Research
- CIRP Journal of Manufacturing Science and Technology
- Procedia CIRP
Active project participation
- 2021 Epilog Predictive models for robotics applications (industrial)
- 2020 Danfoss Classification of welded workpieces for automatization (industrial)
- 2017-2020 GOSTOP Building blocks, tools and systems for the factories of the future (ERDF/SPS)