Bibliografija osebe. Seznam zajema vsa gradiva in ne le tista, kje je oseba mentor.

Doktorska dela (1)

1. Dominik Kozjek: Okvir za informacijsko podporo procesom v proizvodnih sistemih na osnovi velepodatkov

Diplomska dela (1)

1. Ambrož Strehar: Krmiljenje prenosnika toplote z uporabo strojnega učenja

Druga dela (15)

1. Dominik Kozjek, Andreja Malus, Rok Vrabič: Reinforcement-learning-based route generation for heavy-traffic autonomous mobile robot systems
2. Rok Vrabič, Gašper Škulj, Andreja Malus, Dominik Kozjek, Luka Selak, Drago Bračun, Primož Podržaj: An architecture for sim-to-real and real-to-sim experimentation in robotic systems
3. Rok Vrabič, Dominik Kozjek, Peter Butala: Knowledge elicitation for fault diagnostics in plastic injection moulding
4. Dominik Kozjek, Rok Vrabič, David Kralj, Peter Butala: A Data-driven holistic approach to fault prognostics in a cyclic manufacturing process
5. Dominik Kozjek, Rok Vrabič, Gregor Eržen, Peter Butala: Identifying the business and social networks in the domain of production by merging the data from heterogeneous internet sources
6. Dominik Kozjek, Rok Vrabič, David Kralj, Peter Butala: Interpretative identification of the faulty conditions in a cyclic manufacturing process
7. Rok Vrabič, Dominik Kozjek, Andreja Malus, Viktor Zaletelj, Peter Butala: Distributed control with rationally bounded agents in cyber-physical production systems
8. Rok Vrabič, Dominik Kozjek, Erdem Öztürk, L. Tuncer Tunç, Andreja Malus, Peter Butala: Identification of the CIRP expertise network based on public data
9. Dominik Kozjek, Rok Vrabič, Borut Rihtaršič, Peter Butala: Big data analytics for operations management in engineer-to-order manufacturing
10. Dominik Kozjek, Rok Vrabič, David Kralj, Peter Butala, Nada Lavrač: Data mining for fault diagnostics
11. Elvis Hozdić, Dominik Kozjek, Peter Butala: A cyber-physical approach to the management and control of manufacturing systems
12. Andreja Malus, Dominik Kozjek, Rok Vrabič: Real-time order dispatching for a fleet of autonomous mobile robots using multi-agent reinforcement learning
13. Dominik Kozjek, Andreja Malus, Rok Vrabič: Multi-objective adjustment of remaining useful life predictions based on reinforcement learning
14. Dominik Kozjek, Rok Vrabič, Borut Rihtaršič, Nada Lavrač, Peter Butala: Advancing manufacturing systems with big-data analytics
15. John Ahmet Erkoyuncu, Bernadin Namoano, Dominik Kozjek, Rok Vrabič: Cognitive data imputation