Milan Vukićević

Redovni profesor

Katedra za organizaciju poslovnih sistema
  • milan.vukicevic@fon.bg.ac.rs
  • 110
  • sajt nastavnika
  • Sreda 10:00 - 12:00

Termin konsultacija

Obrazovanje

  • 2019., doktor nauka-organizacione nauke, Univerzitet u Beogradu-Fakultet organizacionih nauka
  • 2008., master inženjer organizacionih nauka – odsek za informacione sisteme i tehnologije, Univerzitet u Beogradu-Fakultet organizacionih nauka
  • 2007., diplomirani inženjer organizacionih nauka – odsek za informacione sisteme i tehnologije, Univerzitet u Beogradu-Fakultet organizacionih nauka

Odabrane reference

  • Vukicevic M, Kirchner K, Delibasic B, Jovanovic M, Ruhland J, Suknovic M (2013) Finding best algorithmic components for clustering microarray data, Knowledge and Information Systems,https://doi.org/10.1007/s10115-012-0542-5
  • Vukićević A, Vukićević M, Radovanović S, Delibašić B (2022) BargCrEx – A System for Bargaining Based Aggregation of Crowd and Expert Opinions in Crowdsourcing, Group Decision and Negotiation, https://doi.org/10.1007/s10726-022-09783-0
  • Krmar, J., Vukićević, M., Kovačević, A., Protić, A., Zečević, M., & Otašević, B. (2020). Performance comparison of nonlinear and linear regression algorithms coupled with different attribute selection methods for Quantitative Structure-Retention Relationships modelling in micellar liquid chromatography. Journal of Chromatography A, 461146. https://doi.org/10.1016/j.chroma.2020.461146
  • Perovic, V., Sumonja, N., Marsh, L. A., Radovanovic, S., Vukicevic, M., Roberts, S. G., & Veljkovic, N. (2018). IDPpi: Protein-Protein Interaction Analyses of Human Intrinsically Disordered Proteins. Scientific reports, 8(1), 10563. https://doi.org/10.1038/s41598-018-28815-x
  • Van Poucke, S., Zhang, Z., Schmitz, M., Vukicevic, M., Vander Laenen, M., Celi, L. A., & De Deyne, C. (2016) Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform, PLOS I, DOI: https://doi.org/10.1371/journal.pone.0145791
  • B. Delibasic, M. Vukicevic, M. Jovanovic, K. Kirchner, J. Ruhland, M. Suknovic (2012) An architecture for component-based design of representative-based clustering algorithms, Data & Knowledge Engineering. doi: https://doi.org/10.1016/j.datak.2012.03.005, IF=1.519, IF(5)=1.71, ISSN=0169-023X
  • M. Vukicevic, M. Jovanovic, B. Delibasic, S. Isljamovic, M. Suknovic (2012) Reusable component-based architecture for decision tree algorithm design, International Journal on Artificial Intelligence Tools. doi: https://doi.org/10.1142/S0218213012500224, IF=0.25, IF(5)=0.453, ISSN=0218-2130″

Učešće na projektima

  • Modeling decision-making in complex socio-technical environments (project financed by Office for Naval Research (ONR). Grant No. N00014-18-S-B001, 2019-2022)
  • Predicting future states of the patients: Development and application of fast, effective, and interpretable algorithms for healthcare. Project financed by the Swiss National Science Foundation (SNSF) Joint Research project (SCOPES), Grant No. IZ73Z0_152415, 20142016.
  • Prospective Analysis of Large and Complex Partially Observed Temporal Social Networks 2014-2015, funded by DARPA, SAD ID: CNS-09-58854 (2014-2015)
  • Development of data mining platform based on generic components and “White Box” approach – bilateral cooperation program between German and Serbian Ministries of Sciences funded by DAAD 2011.
  • Development of data mining platform for component-based modeling and documentation of developed models inside of standardized data mining process, funded by Serbian Ministry of Science, Technological development program. ID: TR 12013.

Članstvo u organizacijama

  • EWG-DSS: Working Group on Decision Support Systems within EURO: the Association of the European Operational Research Societies.
  • SIAM: Society for Industrial and Applied Mathematics