Marko Bohanec

 Marko Bohanec

          



Jožef Stefan Institute, Department of Knowledge Technologies, Jamova 39, SI-1000 Ljubljana, Slovenia
Office: S-12 (main building, 2nd floor)
Phone: (+386) (1) 477 3309, Fax: (+386) (1) 477 3315, skype: markobohanec, E-mail: marko.bohanec@ijs.si,


Biography

Born April 29, 1958, Maribor, Slovenia
1981 B.Sc. in Computer Science, University of Ljubljana, Faculty of Electrical Engineering
1987 M.Sc. in Computer Science, University of Ljubljana, Faculty of Electrical Engineering
1991 Ph.D. in Computer Science, University of Ljubljana, Faculty of Electrical and Computer Engineering

Employment

since 1981 Jožef Stefan Institute, Ljubljana
since 2007 University of Nova Gorica, School of Engineering and Management

Current Positions

since 2011 Scientific Councillor, Jožef Stefan Institute, Ljubljana
since 2009 Professor of Computer Science, University of Nova Gorica, School of Engineering and Management


Research (since 2011)

Research Areas

Decision Making, Decision Analysis, Decision Support, Decision Modelling,
Artificial Intelligence, Expert Systems, Machine Learning, Data Mining,
Integration of Data Mining and Decision Support, Information Systems, Computer Programming
... and Cognitive Aspects and Applications of these.

Long-Term Research Projects

2009-2020 ARRS P2-0103: Knowledge technologies (Tehnologije znanja)
2010-2013FIRST FP7-ICT-257928: Large scale information extraction and integration infrastructure for supporting financial decision making
2010-2013e-LICO FP7-STREP: e-Laboratory for interdisciplinary collaborative research in data mining and data-intensive sciences
2013-2016DECATHLON FP7-KBBE-613908: Development of cost efficient advanced DNA-based methods for specific traceability issues and high level on-site applications
2015-2017PD_manager H2020-PHC-643706: mHealth platform for Parkinson’s disease management
2016-2018HeartMan H2020-PHC-689660: Personal decision support system for heart failure management
2017-2020NARSIS H2020-RIA-755439: New approach to reactor safety improvements

Research & Development Projects

2013-2014OVJE PR-04868-1: Ocena vzdržnosti za razvoj energetike v Sloveniji do leta 2030 s poudarkom na jedrski tehnologiji
2017-2020Smart specialisation F4F - Food for Future (Funkcionalna živila prihodnosti)

Software Development

Further information


Educational Activities


Organizational Activities


Bibliography

Selected Publications (since 2011)

  1. Pavlovič, M., Čerenak, A., Pavlovič, V., Rozman, Č., Pažek, K., Bohanec, M.: Development of DEX-HOP multi-attribute decision model for preliminary hop hybrids assessment. Computers and Electronics in Agriculture 75, 181-189, 2011.
  2. Bohanec, M.: Odločanje in modeli. 1. ponatis, DMFA - založništvo, 2012. [O knjigi...]
  3. Trdin, N., Bohanec, M.: Extending the multi-criteria decision making method DEX. Proceedings of the 4th Jožef Stefan International Postgraduate School Students Conference (eds. D. Petelin, A. Tavčar, B. Kaluža), 25 May 2012, Ljubljana, Slovenija, 182-187, 2012.
  4. Mileva-Boshkoska, B., Bohanec, M.: Ranking of qualitative decision option using copulas. Operations research proceedings 2011 (eds. D. Klatte, H.-J. Lüthi, K. Schmedders). International Conference on Operations Research (OR 2011), 30.8.-2.9.2011, Zürich, Switzerland. Berlin, Heidelberg: Springer, 103-108, 2012.
  5. Žnidaršič, M., Bohanec, M., Trdin, N.: Qualitative assessment of data-mining workflows. Fusing decision support systems into the fabric of the context (eds. A. Respício, F. Burstein). 16th IFIP WG8.3 International Conference on Decision Support Systems, 28-30.6.2012, Anávissos, Greece. Amsterdam: IOS Press, 75-88, 2012.
  6. Mileva-Boshkoska, B., Bohanec, M.: A method for ranking non-linear qualitative decision preferences using copulas. International Journal of Decision Support System Technology 4(2), 42-58, 2012.
  7. Mouron, P., Heijne, B., Naef, A., Strassemeyer, J., Hayer, F., Avilla, J., Alaphilippe, A., Höhn, H., Hernandez, J., Mack, G., Gaillard, G., Solé, J., Sauphanor, B., Patocchi, A., Samietz, J., Bravin, E., Lavigne, C., Bohanec, M., Golla, B., Scheer, C., Aubert, U., Bigler, F.: Sustainability assessment of crop protection systems: SustainOS methodology and its application for apple orchards. Agricultural Systems 113, 1-15, 2012.
  8. Bohanec, M., Rajkovič, V., Bratko, I., Zupan, B., Žnidaršič, M.: DEX methodology: Thirty three years of qualitative multi-attribute modelling. Proceedings of the 15th International Conference Information Society IS 2012, 8.-12.10.2012, Ljubljana, 31-34, 2012.
  9. Marinič, S., Bohanec, M.: Večparametrsko vrednotenje variant v odvisnosti od konteksta: Model za vrednotenje strešnih kritin. Proceedings of the 15th International Conference Information Society IS 2012, 8.-12.10.2012, Ljubljana, 76-79, 2012.
  10. Mouron, P., Aubert, U., Heijne, B., Naef, A., Strassemeyer, J., Hayer, F., Gaillard, G., Mack, G., Hernandez, J., Avilla, J., Solé, J., Sauphanor, B., Alaphilippe, A., Patocchi, A., Samietz, J., Höhn, H., Bravin, E., Lavigne, C., Bohanec, M., Bigler, F.: A multi-attribute decision method for assessing the overall sustainability of crop protection strategies: A case study based on apple production in Europe. Methods and procedures for building sustainable farming systems (eds. Costa, A-A.M., Soares de Silva, E.L.), 20 p., Oxford: Elsevier, 2013.
  11. Holst-Jensen, A., Berdal, K.G., Bertheau, Y., Bohanec, M., Bohlin, J., Chaouachi, M., Gruden, K., Hamels, S., Kok, E.J., Krech, A., Kristoffersen, A.B., Laval, V., Leimanis, S., Lovoll, M., Morisset, D., Nemeth, A., Papazova, N., Prins, T.W., Remacle, J., Richl, P., Ruttink, T., Taverniers, I., Tengs, T., van Dijk, J.P., Wulff, D., Žel, J., Zhang, H., Žnidaršič, M.: Towards detection of unknown GMOs. Genetically modified and non-genetically modified food supply chains: Co-existence and traceability (ed. Bertheau, Y.), 361-382, Wiley-Blackwell, 2013.
  12. Bohanec, M., Bertheau, Y., Brera, C., Gruden, K., Holst-Jensen, A., Kok, E.J., Lécroart, B., Messéan, A., Miraglia, M., Onori, R., Prins, T.W., Soler, L.-G., Žnidaršič, M.: The Co-Extra decision support system: A model-based integration of project results. Genetically modified and non-genetically modified food supply chains: Co-existence and traceability (ed. Bertheau, Y.), 461-489, Wiley-Blackwell, 2013.
  13. Bohanec, M., Rajkovič, V., Bratko, I., Zupan, B., Žnidaršič, M.: DEX methodology: Three decades of qualitative multi-attribute modelling. Informatica 37, 49-54, 2013.
  14. Alić, I., Siering, M., Bohanec, M.: Hot stock or not? A qualitative multi-attribute model to detect financial market manipulation. eInnovation: Challenges and impacts for individuals, organizations and society, Proceedings of 26th Bled eConference (ed. D.L.Wigand), June 9-13, 2013, Bled, Slovenia, Kranj: Moderna organizacija, 64-77, 2013.
  15. Bohanec, M.: Odločanje in računalništvo. Panika 16(2), 45-47, 2013.
  16. Bohanec, M., Aprile, G., Costante, M., Foti, M., Trdin, N.: Decision support model for the assessment of bank reputational risk. Proceedings of the 16th International Conference Information Society IS 2013, 7.-11.10.2013, Ljubljana, 11-14, 2013.
  17. Trdin, N., Bohanec, M., Janža, M.: Decision support system for management of water sources. Proceedings of the 16th International Conference Information Society IS 2013, 7.-11.10.2013, Ljubljana, 118-121, 2013.
  18. Bohanec, M., Aprile, G., Costante, M., Foti, M., Trdin, N.: A hierarchical multi-attribute model for bank reputational risk assessment. DSS 2.0 -- Supporting Decision Making with New Technologies (eds. Phillips-Wren, G., Carlsson, S., Respício, A., Brézillon, P.), Amsterdam: IOS Press, ISBN 978-1-61499-398-8, 92-103, 2014.
  19. Trdin, N., Bohanec, M.: New Generation Platform for Multi-Criteria Decision Making with Method DEX. DSS 2.0 -- Supporting Decision Making with New Technologies, Supplemental Proceedings (eds. Phillips-Wren, G., Carlsson, S., Burstein, F., Respício, A., Brézillon, P.), IFIP Working Group 8.3 digital publications, ISSN 1647-7103, 12 p., 2014.
  20. Stream on "Qualitative Multiple Criteria Decision Making". IFORS 2014, 20th Conference of the International Federation of Operational Research Societies, Barcelona, Spain, 13.-16.7.2014.
  21. Vidulin, V., Bohanec, M., Gams, M.: Combining human analysis and machine data mining to obtain credible data relations. Information Sciences 288, 254-278, 2014.
  22. Mihelčić, M., Bohanec, M.: Approximating DEX utility functions with methods UTA and ACUTA. Proceedings of the 17th International Conference Information Society IS 2014, Volume A, 7.-8.10.2014, Ljubljana, 62-65, 2014.
  23. Baroni, P., Fogli, D., Giacomin, M., Guida, G., Parasiliti Provenza, L., Rossi, M., Bohanec, M., Žnidaršič, M.: A participatory approach to designing decision support systems in emergency management. International Journal of Decision Support System Technology 6(1), 60-80, 2014.
  24. Mileva Boshkoska, B., Bohanec, M., Boškoski, P., Juričić, Đ.: Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors. Journal of Intelligent Manufacturing 26, 281-293, doi: 10.1007/s10845-013-0781-7, 2015.
  25. Bohanec, M., Delibašić, B.: Data-mining and expert models for predicting injury risk in ski resorts. Decision Support Systems V - Big Data Analytics for Decision Making, First International Conference ICDSST 2015, Belgrade, Serbia, May 27-29, 2015, Springer, 46-60, 2015.
  26. Bohanec, M.: DEXi: Program for Multi-Attribute Decision Making, User's Manual, Version 5.00. IJS Report DP-11897, Jožef Stefan Institute, Ljubljana, 2015.
    [Also available: a printer-friendly version without hyperlinks.]
  27. Craheix, D., Bergez, J.-E., Angevin, F., Bockstaller, C., Bohanec, M., Colomb, B., Doré, T., Fortino, G., Guichard, L., Pelzer, E., Méssean, A., Reau, R., Sadok, W.: Guidelines to design models assessing agricultural sustainability, based upon feedbacks from the DEXi decision support system, Agronomy for sustainable development (in press), 17 p., doi: 10.1007/s13593-015-0315-0, 2015.
  28. Bohanec, M., Trdin, N., Kontić, B.: A qualitative multi-criteria model for the evaluation of electric energy production technologies in Slovenia. SOR-2015: 13th International Symposium on Operational Research in Slovenia, Bled, Slovenia, September 23-25, 2015 (eds. Zadnik Stirn, L., et al.), Ljubljana: Slovenian Society Informatika, Section for Operational Research, 11-16, 2015.
  29. Mihelčić, M., Bohanec, M.: Empirical comparison of three methods for approximating DEX utility functions. SOR-2015: 13th International Symposium on Operational Research in Slovenia, Bled, Slovenia, September 23-25, 2015 (eds. Zadnik Stirn, L., et al.), Ljubljana: Slovenian Society Informatika, Section for Operational Research, 29-34, 2015.
  30. Rozman, Č., Pažek, K., Pavlovič, V., Bohanec, M., Pavlovič, M.: Application of multi criteria DEX model in hop breeding. SOR-2015: 13th International Symposium on Operational Research in Slovenia, Bled, Slovenia, September 23-25, 2015 (eds. Zadnik Stirn, L., et al.), Ljubljana: Slovenian Society Informatika, Section for Operational Research, 40-44, 2015.
  31. Bohanec, M.: Decision support systems for Parkinson's disease: State of the art and the "PD_manager" approach. Proceedings of the 18th International Conference Information Society IS 2015, Volume A, 7.10.2015, Ljubljana, 9-12, 2015.
  32. Kontić, B., Bohanec, M., Kontić, D., Trdin, N., Matko, M.: Improving appraisal of sustainability of energy options - A view from Slovenia, Energy Policy 90, 154-171, 2016.
  33. Damij, N., Boškoski, P., Bohanec, M., Mileva-Boshkoska, B.: Ranking of business process simulation software tools with DEX/QQ hierarchical decision model, PloS one 11(2), 0148391-1-0148391-16, 2016.
  34. Ravnikar, T., Bohanec, M., Muri, G.: Monitoring and assessment of anthropogenic activities in mountain lakes: A case of the Fifth Triglav Lake in the Julian Alps Environmental Monitoring and Assessment, 188(4), 1-17, 2016.
  35. Gatsios, D., Rigas, G., Miljković, D., Koroušić-Seljak, B., Bohanec, M., Arredondo, M.S., Antonini, A., Konitsiotis, S., Fotiadis, D.I.: Mhealth platform for Parkinson's disease management. CBHI 2016, 18th International Conference on Biomedicine and Health Informatics, February 25-26, Dubai, UAE, 2016.
  36. Bohanec, M., Mileva-Boshkoska, B., Prins, T.W., Kok, E.: SIGMO: A decision support system for identification of genetically modified food or feed products. Food Control, 71, 168-177, 2016.
  37. Mihelčić, M., Bohanec, M.: Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX. Central European Journal of Operations Research, 1-23, 2016.
  38. Mileva Boshkoska, B., Bohanec, M., Prins, T.W., Kok, E.J.: Usage of SIGMO, a decision support system for the assessment of genetically modified organisms in food and feed. Proceedings of the 19th International Conference Information Society IS 2016, Volume A, 12.10.2016, Ljubljana, 5-8, 2016.
  39. Luštrek, M., Dovgan, E., Vodopija, A., Bohanec, M., Baert, A., Pardaens, S., Clays, E.: Aplikacija za pomoč pri telesni vadbi bolnikov s srčnim popuščanjem. Proceedings of the 19th International Conference Information Society IS 2016, Volume G, 10-11.10.2016, Ljubljana, 61-62, 2016.
  40. Bohanec, M., Trdin, N., Kontić, B.: A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia. Central European Journal of Operations Research, 1-15, 2016.
  41. Miljković, D., Lavrač, N., Bohanec, M., Mileva Boshkoska, B.: Detection of dependencies between literature domains through relation extraction and copulas. CoDIt 2016: International Conference on Control, Decision and Information Technologies, April 6-8, 2016, St. Paul's Bay, Malta Conference on Control, Decision and Information Technologies, April 6-8, 2016, St. Paul's Bay, Malta, 302-307, 2016.
  42. Trdin, N., Bohanec, M.: Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models. Central European Journal of Operations Research, 1-24, 2017.

List of Publications (COBISS)


© Marko Bohanec   Last update: 2017-5-15