prof. dr. Mirjana Kljajić Borštnar
Researcher, Lecturer
- Faculty of Organization and Management, Laboratory of decision-processes and expert systems
- mirjana.kljajic@um.si
- +386 (0)4 23 74 236
- Researcher code
- 22598
RRI services offered to companies
- Development of decision support systems (multi-criteria modeling of decision knowledge, visualizations, predictive models of machine learning).
- Analysis of digital and data maturity – consulting in digitalization of processes and data management.
- Implementation of training in the field of artificial intelligence and decision systems.
Education offered to companies
- Multiple-criteria decision-making modelling
- Data analytics
- Data mining
Past cooperation with companies in the field of digitalization
- Arctur, d.o.o.
- Gorenje d.d.
- IGM Stavbar
Successful projects in collaboration with companies
Arctur, d.o.o. -Development of a Multiple-criteria decision-making model for the evaluation of the potential of SMEs to use high-performance cloud computing.
Gorenje d.d. – Development of a model for predicting product failure during the warranty period.
Stavbar IGM – Development of a hybrid model (combination of a discrete model for product line selection and federal model for market absorption) for decision strategy selection.
Other current projects
Scientific publications
- Petković J., Petrović N., Dragović I., Stanojević K., Radaković J. A., Borojević T. and Kljajić Borštnar M. (2019): Youth and forecasting of sustainable development pillars: An adaptive neuro-fuzzy inference system approach.
- Pucihar A., Lenart G., Kljajić Borštnar M., Vidmar D. in Marolt M. (2019): Drivers and Outcomes of Business Model Innovation—Micro, Small and Medium-Sized Enterprises Perspective.
- Bohanec M., Robnik-Šikonja M. and Kljajić Borštnar M. (2017): Decision-making framework with double-loop learning through interpretable black-box machine learning models.
- Bohanec M., Kljajić Borštnar M. and Robnik-Šikonja M. (2016): Explaining machine learning models in sales predictions.
- Kljajić Borštnar M., Kljajić M., Škraba A., Kofjač D. and Rajkovič V. (2011): The relevance of facilitation in group decision making supported by a simulation model.
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