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 2015)

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)
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
2017-2021NARSIS H2020-RIA-755439: New approach to reactor safety improvements
2017-2021TRUE H2020-RIA-727973: Transition paths to sustainable legume based systems in Europe

Research & Development Projects

2017-2020Smart specialisation F4F - Food for Future (Funkcionalna živila prihodnosti)

Software Development

Further information


Educational Activities


Organizational Activities


Bibliography

Selected Publications (since 2015)

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. Bohanec, M.: Multi-criteria DEX models: An overview and analysis. SOR-2017: 14th International Symposium on Operational Research in Slovenia, Bled, Slovenia, September 27-29, 2017 (eds. Zadnik Stirn, L., et al.), Ljubljana: Slovenian Society Informatika, Section for Operational Research, 155-160, 2017.
  19. Mileva Boshkoska, B., Miljković, D., Valmarska, A., Gatsios, D., Rigas, G., Konitsiotis, S., Tsiouris, K.M., Fotiadis, D.I., Bohanec, M.: A state-transition decision support model for medication change of Parkinson's disease patients. Proceedings of the 20th International Conference Information Society IS 2017, Volume A, Ljubljana, 63-66, 2017.
  20. Bohanec, M., Dovgan, E., Maslov, P., Vodopija, A., Luštrek, M., Puddu, P.E., Schiariti, M., Ciancarelli, M.C., Baert, A., Pardaens, S., Clays, E.: Designing a personal decision support system for congestive heart failure management. Proceedings of the 20th International Conference Information Society IS 2017, Volume A, Ljubljana, 67-70, 2017.
  21. Tsiouris, K.M., Gatsios, D., Rigas, G., Miljković, D., Koroušić-Seljak, B., Bohanec, M., Arredondo, M.T., Antonini, A., Konitsiotis, S., Koutsouris, D.D., Fotiadis, D.I.: PD_Manager: An mHealth platform for Parkinson's disease patient management, Healthcare Technology Letters 4(3), 102-108, 2017.
  22. 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, 2018.
  23. Dobnik, D., Gruden, K., Žel, J., Bertheau, Y., Holst-Jensen, A., Bohanec, M.: Decision support for the comparative evaluation and selection of analytical methods: Detection of genetically modified organisms as an example. Food Analytical Methods, 2018.
  24. Nusev, G., Boškoski, P., Bohanec, M., Mileva Boshkoska, B.: A DSS model for selection of computer on module based on PROMETHEE and DEX methods. Decision Support Systems VIII: Sustainable data driven and evidence-based decision support: 4th International Conference, ICDSST 2018 Heraklion, Greece, May 22-25, 2018 (ed. Dargam, F.), ISSN 1865-1348, LNBIP 313, 157-168, 2018.
  25. Bohanec, M., Miljković, D., Valmarska, A., Mileva Boshkoska, B., Gasparoli, E., Gentile, G., Koutsikos, K., Marcante, A., Antonini, A., Gatsios, D., Rigas, F., Fotiadis, D.I., Tsiouris, K.M., Konitsiotis, S.: A decision support system for Parkinson disease management: Expert models for suggesting medication change. Journal of Decision Systems 27, 164-172, 2018.
  26. Delibašić, B., Radovanović, S., Jovanović, M., Bohanec, M., Suknović, M.: Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries. Journal of Decision Systems 27, 201-208, 2018.
  27. Mileva Boshkoska, B., Bohanec, M., Žnidaršič, M. (eds.): DSS research delivering high impacts to business and society: Proceedings of the IFIP DSS 2018, 19th Open Conference of the IFIP WG 8.3. on Decision Support Systems, 13-15 June 2018, Ljubljana, Slovenija. Jožef Stefan Institute, Ljubljana. ISBN 978-961-264-128-3. 2018.
  28. Baert, A., Clays, E., Bolliger, L., De Smedt, D., Lustrek, M., Vodopija, A., Bohanec, M., Puddu, P.E., Ciancarelli, M.C., Schiariti, M., Derboven, J., Tartarisco, G., Pardaens, S.: A Personal Decision Support System for Heart Failure Management (HeartMan): Study protocol of the HeartMan randomized controlled trial. BMC Cardiovascular Disorders 18:186, 2018.
  29. Kikaj, A., Bohanec, M.: Complex Decision Rules in DEX Methodology: jRule Algorithm and Performance Analysis. Proceedings of the 21th International Conference Information Society IS 2018, Volume A, Ljubljana, 17-20, 2018.
  30. Berčič, T., Bohanec, M., Ažman Momirski, L.: Role of decision models in the evaluation of spatial design solutions, Annales: Anali za istrske in mediteranske študije 26(1), 621-636, 2018.
  31. Strojnik, L., Stopar, M., Zlatić, E., Kokalj, D., Naglič Gril, M., Ženko, B., Žnidaršič, M., Bohanec, M., Mileva Boshkoska, B., Luštrek, M., Gradišek, A., Potočnik, D., Ogrinc, N.: Authentication of key aroma compounds in apple using stable isotope approach. Food Chemistry 277, 766-773, 2019.
  32. Žnidaršič, M., Ženko, B., Osojnik, A., Bohanec, M., Panov, P., Burger, H., Matjačić, Z., Debeljak, M.: Multi-criteria modelling approach for ambient assisted coaching of senior adults. IC3K 2019: Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, September 17-19, 2019, Vienna, Austria, Volume 2, KEOD (ed. Dietz, J.L.G), 87-93, 2019.
  33. Kikaj, A., Bohanec, M.: Towards web-based decision modeling software based on DEX methodology. CECIIS 2019: Proc. 30th Central European Conference on Information and Intelligent Systems, October 2--4, 2019, Varaždin (eds. Strahonja, V., Hertweck, D., Kirinić, V.), Varaždin: Faculty of Organization and Informatics, ISSN 1847-2001, 333-340, 2019.
  34. Bohanec, M., Vrbanić, I., Bašić, I., Debelak, K., Štrubelj, L.: Conceptual design of a decision support tool for severe accident management in nuclear power plants. Proceedings of the 22nd International Conference Information Society IS 2019, Volume A, Ljubljana, 5-8, 2019.
  35. Bohanec, M.: DEXi: Program for Multi-Attribute Decision Making, User's Manual, Version 5.04. IJS Report DP-13100, Jožef Stefan Institute, Ljubljana, 2020.
    [Also available: a printer-friendly version without hyperlinks.]
  36. Bohanec, M., Kikaj, A., Vrbanić, I., Bašič, I., Debelak, K., Štrubelj, L.: Supporting severe accident management in nuclear power plants. ICDSST 2020, 6th International Conference on Decision Support System Technology on Cognitive Decision Support Systems and Technologies, Zaragosa, Spain, 229, 2020. [Also available: video presentation at the conference.]
  37. Mileva Boshkoska, B., Miljković, D., Valmarska, A., Gatsios, D., Rigas, G., Konitsiotis, S., Tsiouris, K.M., Fotiadis, D.I., Bohanec, M.: Decision support for medication change of Parkinsonʼs disease patients. Computer Methods and Programs in Biomedicine, 35 p., 2020.
  38. Gjoreski, M., Kuzmanovski, V., Bohanec, M.: Generating alternatives for DEX models using Bayesian optimization. Proceedings of the 23rd International Conference Information Society IS 2020, Volume A: Slovenian Conference on Artificial Intelligence, Ljubljana: Institut Jožef Stefan, 23-26, 2020.
  39. Bohanec, M., Vrbanić, I., Bašić, I., Debelak, K., Štrubelj, L.: A decision-support approach to severe accident management in nuclear power plants. Journal of Decision Systems, 13 p., 2020.
  40. Deguine, J.-P., Robin, M.-H., Camilo Corrales, D., Vedy-Zecchini, M.-A., Doizy, A., Chiroleu, F., Quesnel, G., Païtard, I., Bohanec, M., Aubertot, J.-N.: Qualitative modeling of fruit fly injuries on chayote in Réunion: Development and transfer to users. Crop protection 139, 105367-1-105367-11, 2021.
  41. Clays, E., Puddu, P.E., Luštrek, M., Pioggia, G., Derboven, J., Vrana, M., De Sutter, J., Le Donne, R., Baert, A., Bohanec, M., Ciancarelli, M.C., Dawodu, A.A., De Pauw, M., De Smedt, D., Marino, F., Pardaens, S., Schiariti, M.S., Valič, J., Vanderheyden11, M., Vodopija, A., Tartarisco, G.: Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure. Scientific reports 11, 5663-1-5663-10}, 2021.
  42. Luštrek, M., Bohanec, M., Cavero Barca, C., Ciancarelli, M.C., Clays, E., Dawodu, A.A., Derboven, J., De Smedt, D., Dovgan, E., Lampe, J., Marino, F., Mlakar, M., Pioggia, G., Puddu, P.E., Rodríguez, J.M., Schiariti, M., Slapničar, G., Slegers, K., Tartarisco, G., Valič, J., Vodopija, A.: A personal health system for self-management of congestive heart failure (HeartMan): Development, technical evaluation, and proof-of-concept randomized controlled trial. JMIR medical informatics 9(2), 1-15}, 2021.
  43. Lacroix, O., Aubertot, J.N., Bohanec, M., Cordeau, S., Camilo Corrales, D., Robin, M.-H.: IPSIM-Cirsium, a qualitative expert-based model to predict infestations of Cirsium arvense. Frontiers in agronomy 3, 655383-1-655383-16, 2021.
  44. Kikaj, A., Bohanec, M.: DEX2Web - A web-based software implementing the multiple-criteria decision-making method DEX. Decision support systems XI: Decision support systems, analytics and technologies in response to global crisis management (eds. Jayawickrama, U., Delias, P., Escobar, M.T., Papathanasiou, J.), 30-43, 2021.

List of Publications (COBISS)


© Marko Bohanec   Last update: 2021-06-01