Marko Robnik Šikonja

RESEARCH INTERESTS

  • artificial intelligence
  • machine learning
  • data mining
  • natural language processing
  • network analysis

PROJECTS

SELECTED PUBLICATIONS

  • KRALJ, Jan, ROBNIK ŠIKONJA, Marko, LAVRAČ, Nada. NetSDM : semantic data mining with network analysis. Journal of machine learning research. 2019, vol. 20, pp. 1-50.
  • VALMARSKA, Anita, MILJKOVIĆ, Dragana, KONITSIOTIS, Spyros, GATSIOS, Dimitros, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. Symptoms and medications change patterns for Parkinson’s disease patients stratification. Artificial intelligence in medicine. 2018, vol. 91, pp. 82-95.
  • BOHANEC, Marko, KLJAJIĆ BORŠTNAR, Mirjana, ROBNIK ŠIKONJA, Marko. Explaining machine learning models in sales predictions. Expert systems with applications, 2017, vol. 71, str. 416-428.
  • KRANJC, Janez, ORAČ, Roman, PODPEČAN, Vid, LAVRAČ, Nada, ROBNIK ŠIKONJA, Marko. ClowdFlows : online workflows for distributed big data mining. FGCS, 2017, vol. 68, str. 38-58.
  • ROBNIK ŠIKONJA, Marko. Data generators for learning systems based on RBF networks. IEEE transactions on neural networks and learning systems, May 2016, vol. 27, no. 5, str. 926-938.