PhD Marko Robnik Šikonja [15295]

1. KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. HINMINE : heterogeneous information network mining with information retrieval heuristics. Journal of intelligent information systems. 2018, vol. 50, no. 1, str. 29-61. ISSN 0925-9902. DOI: 10.1007/s10844-017-0444-9. [COBISS.SI-ID 30214439]

2. BOHANEC, Marko, KLJAJIĆ BORŠTNAR, Mirjana, ROBNIK ŠIKONJA, Marko. Explaining machine learning models in sales predictions. Expert systems with applications. [Print ed.]. 2017, vol. 71, str. 416-428, ilustr. ISSN 0957-4174. http://dx.doi.org/10.1016/j.eswa.2016.11.010, DOI: 10.1016/j.eswa.2016.11.010. [COBISS.SI-ID 7842323]

3. VALMARSKA, Anita, LAVRAČ, Nada, FÜRNKRANZ, Johannes, ROBNIK ŠIKONJA, Marko. Refinement and selection heuristics in subgroup discovery and classification rule learning. Expert systems with applications. [Print ed.]. 2017, vol. 81, str. 147-162. ISSN 0957-4174. DOI: 10.1016/j.eswa.2017.03.041. [COBISS.SI-ID 30400807]

4. KRANJC, Janez, ORAČ, Roman, PODPEČAN, Vid, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. ClowdFlows : online workflows for distributed big data mining. Future generation computer systems. [Print ed.]. 2017, vol. 68, str. 38-58. ISSN 0167-739X. DOI: 10.1016/j.future.2016.07.018. [COBISS.SI-ID 29851943]

5. ROBNIK ŠIKONJA, Marko. Data generators for learning systems based on RBF networks. IEEE transactions on neural networks and learning systems. [Print ed.]. May 2016, vol. 27, no. 5, str. 926-938, ilustr. ISSN 2162-237X. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7112148&filter%3DAND%28p_IS_Number%3A7453225%29, DOI: 10.1109/TNNLS.2015.2429711. [COBISS.SI-ID 1536875203]

6. ČUFAR, Andreja, MRHAR, Aleš, ROBNIK ŠIKONJA, Marko. Assessment of surveys for the management of hospital clinical pharmacy services. Artificial intelligence in medicine. [Print ed.]. 2015, vol. 64, iss. 2, str. 147-158, ilustr. ISSN 0933-3657. http://www.sciencedirect.com/science/article/pii/S0933365715000433#, DOI: 10.1016/j.artmed.2015.04.003. [COBISS.SI-ID 3854705]

7. ROBNIK ŠIKONJA, Marko, KONONENKO, Igor, ŠTRUMBELJ, Erik. Quality of classification explanations with PRBF. Neurocomputing. [Print ed.]. Nov. 2012, vol. 96, str. 37-46, graf. prikazi. ISSN 0925-2312. http://ac.els-cdn.com/S0925231212003372/1-s2.0-S0925231212003372-main.pdf?_tid=49b20458-fd8f-11e1-b3c8-00000aacb362&acdnat=1347532945_bb4ba8987ac63d0bfd192ee2284f25ce. [COBISS.SI-ID 9365588]

8. ŠTRUMBELJ, Erik, KONONENKO, Igor, ROBNIK ŠIKONJA, Marko. Explaining instance classifications with interactions of subsets of feature values. Data & Knowledge Engineering. [Print ed.]. Oct. 2009, vol. 68, no. 10, str. 886-904, ilustr. ISSN 0169-023X. [COBISS.SI-ID 7252308]

9. ROBNIK ŠIKONJA, Marko, KONONENKO, Igor. Explaining classifications for individual instances. IEEE transactions on knowledge and data engineering. [Print ed.]. May 2008, vol. 20, no. 5, str. 589-600, ilustr. ISSN 1041-4347. [COBISS.SI-ID 6528340]

10. ROBNIK ŠIKONJA, Marko, VANHOOF, Koen. Evaluation of ordinal attributes at value level. Data mining and knowledge discovery. 2007, vol. 14, no. 2, str. [225]-243, ilustr. ISSN 1384-5810. [COBISS.SI-ID 5801556]

11. ROBNIK ŠIKONJA, Marko. Improving random forests. In: Machine learning: ECML 2004 : 15th European Conference on Machine Lerning, Pisa, Italy, September 20-24,2004 : proceedings. Berlin; Heidelberg; New York: 2004. Str. [359]-370. Lecture notes in computer science, Lecture notes in artificial intelligence, vol. 3201. ISBN 3-540-23105-6. ISSN 0302-9743. [COBISS.SI-ID 4381268]

12. ROBNIK ŠIKONJA, Marko, KONONENKO, Igor. Theoretical and empirical analysis of ReliefF and RReliefF. Machine learning. [Print ed.]. 2003, vol. 53, str. 23-69, graf. prikazi. ISSN 0885-6125. [COBISS.SI-ID 3813460]