Marko Bohanec

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 18

Top Topics

Decision Models

Machine Learning Models

Top Venues

J. Decis. Syst.

Central Eur. J. Oper. Res.

Expert Syst. Appl.

Publications

Sandro Radovanovic, Marko Bohanec, Boris Delibasic
Extracting decision models for ski injury prediction from data. Int. Trans. Oper. Res. 30 (6) (2023)
Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec
BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization. Algorithms 15 (6) (2022)
Adem Kikaj, Marko Bohanec
DEX2Web - A Web-Based Software Implementing the Multiple-Criteria Decision-Making Method DEX. ICDSST (2021)
Marko Bohanec, Gennaro Tartarisco, Flavia Marino, Giovanni Pioggia, Paolo Emilio Puddu, Michele Salvatore Schiariti, Anneleen Baert, Sofie Pardaens, Els Clays, Aljosa Vodopija, Mitja Lustrek
HeartMan DSS: A decision support system for self-management of congestive heart failure. Expert Syst. Appl. 186 (2021)
Biljana Mileva-Boshkoska, Dragana Miljkovic, Anita Valmarska, Dimitrios A. Gatsios, George Rigas, Spyridon Konitsiotis, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Marko Bohanec
Decision Support for Medication Change of Parkinson's Disease Patients. Comput. Methods Programs Biomed. 196 (2020)
Marko Bohanec, Ivan Vrbanic, Ivica Basic, Klemen Debelak, Luka Strubelj
A decision-support approach to severe accident management in nuclear power plants. J. Decis. Syst. 29 (Supplement) (2020)
Ping Xiao, Hannu Toivonen, Oskar Gross, Amílcar Cardoso, João Correia, Penousal Machado, Pedro Martins, Hugo Gonçalo Oliveira, Rahul Sharma, Alexandre Miguel Pinto, Alberto Díaz, Virginia Francisco, Pablo Gervás, Raquel Hervás, Carlos León, Jamie Forth, Matthew Purver, Geraint A. Wiggins, Dragana Miljkovic, Vid Podpecan, Senja Pollak, Jan Kralj, Martin Znidarsic, Marko Bohanec, Nada Lavrac, Tanja Urbancic, Frank van der Velde, Stuart Adam Battersby
Conceptual Representations for Computational Concept Creation. ACM Comput. Surv. 52 (1) (2019)
Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak
Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults. KEOD (2019)
Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska
Discovering dependencies between domains of redox potential and plant defence through triplet extraction and copulas. Int. J. Intell. Eng. Informatics 6 (1/2) (2018)
Gjorgji Nusev, Pavle Boskoski, Marko Bohanec, Biljana Mileva-Boshkoska
A DSS Model for Selection of Computer on Module Based on PROMETHEE and DEX Methods. ICDSST (2018)
Nejc Trdin, Marko Bohanec
Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models. Central Eur. J. Oper. Res. 26 (1) (2018)
Marko Bohanec, Dragana Miljkovic, Anita Valmarska, Biljana Mileva-Boshkoska, Elisabetta Gasparoli, Giovanni Gentile, Konstantinos Koutsikos, Andrea Marcante, Angelo Antonini, Dimitrios A. Gatsios, George Rigas, Dimitrios I. Fotiadis, Kostas M. Tsiouris, Spiros Konitsiotis
A decision support system for Parkinson disease management: expert models for suggesting medication change. J. Decis. Syst. 27 (Supp) (2018)
Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Marko Bohanec, Milija Suknovic
Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries. J. Decis. Syst. 27 (Supp) (2018)
Marko Bohanec, Nejc Trdin, Branko Kontic
A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia. Central Eur. J. Oper. Res. 25 (3) (2017)
Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja
Explaining machine learning models in sales predictions. Expert Syst. Appl. 71 (2017)
Marko Bohanec, Marko Robnik-Sikonja, Mirjana Kljajic Borstnar
Decision-making framework with double-loop learning through interpretable black-box machine learning models. Ind. Manag. Data Syst. 117 (7) (2017)
Matej Mihelcic, Marko Bohanec
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX. Central Eur. J. Oper. Res. 25 (3) (2017)
Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska
Detection of dependencies between literature domains through relation extraction and copulas. CoDIT (2016)
Bojan Cestnik, Marko Bohanec, Tanja Urbancic
QTvity: advancing students' engagement during lectures by using mobile devices. CompSysTech (2015)
Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja
Integration of machine learning insights into organizational learning: A case of B2B sales forecasting. Bled eConference (2015)
Biljana Mileva-Boshkoska, Marko Bohanec, Pavle Boskoski, Ðani Juricic
Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors. J. Intell. Manuf. 26 (2) (2015)
Marko Bohanec, Boris Delibasic
Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts. ICDSST (2015)
Pietro Baroni, Daniela Fogli, Massimiliano Giacomin, Giovanni Guida, Loredana Parasiliti Provenza, Michele Rossi, Marko Bohanec, Martin Znidarsic
A Participatory Approach to Designing Decision Support Systems in Emergency Management. Int. J. Decis. Support Syst. Technol. 6 (1) (2014)
Marko Bohanec, Giorgio Aprile, Maria Costante, Morena Foti, Nejc Trdin
A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment. DSS (2014)
Vedrana Vidulin, Marko Bohanec, Matjaz Gams
Combining human analysis and machine data mining to obtain credible data relations. Inf. Sci. 288 (2014)
Irina Alic, Michael Siering, Marko Bohanec
Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation. Bled eConference (2013)
Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan
DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling. Informatica (Slovenia) 37 (1) (2013)
Biljana Mileva-Boshkoska, Marko Bohanec, Martin Znidarsic
Experimental evaluation of methods for ranking qualitatively assessed data-mining workflows. DSS (2012)
Martin Znidarsic, Marko Bohanec, Nejc Trdin
Qualitative Assessment of Data-Mining Workflows. DSS (2012)
Biljana Mileva-Boshkoska, Marko Bohanec
A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas. Int. J. Decis. Support Syst. Technol. 4 (2) (2012)
Biljana Mileva-Boshkoska, Marko Bohanec
Ranking of qualitative decision options using copulas. OR (2011)
Pietro Baroni, Daniela Fogli, Massimiliano Giacomin, Giovanni Guida, Loredana Parasiliti Provenza, Michele Rossi, Marko Bohanec, Martin Znidarsic
Supporting DSS Acceptability through a User-Centered Design Methodology: Experiences in Emergency Management. DSS (2010)
Martin Znidarsic, Marko Bohanec, Blaz Zupan
Modelling impacts of cropping systems: Demands and solutions for DEX methodology. Eur. J. Oper. Res. 189 (3) (2008)
Marko Bohanec, Martin Znidarsic
Supporting decisions about the introduction of genetically modified crops. CDM (2008)
Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek
Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization. AIME (2007)
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Marko Debeljak, Andrej Kobler
Data mining and visualization for decision support and modeling of public health-care resources. J. Biomed. Informatics 40 (4) (2007)
Katerina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski
A Qualitative Decision-Support Model for Evaluating Researchers. Informatica (Slovenia) 31 (4) (2007)
Anamarija Leben, Mateja Kunstelj, Marko Bohanec, Mirko Vintar
Evaluating public administration e-portals. Inf. Polity 11 (3-4) (2006)
Martin Znidarsic, Marko Bohanec, Blaz Zupan
proDEX - A DSS tool for environmental decision-making. Environ. Model. Softw. 21 (10) (2006)
Marko Bohanec, Antoine Messéan, Sara Scatasta, Saso Dzeroski, Martin Znidarsic
A Qualitative Multi-attribute Model for Economic and Ecological Evaluation of Genetically Modified Crops. EnviroInfo (2005)
Aleksander Pur, Marko Bohanec, Bojan Cestnik, Nada Lavrac, Marko Debeljak, Tadeja Kopac
Data Mining for Decision Support: An Application in Public Health Care. IEA/AIE (2005)
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek, Tadeja Kopac
Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies. AIME (2005)
Martin Znidarsic, Marko Bohanec
Data-based revision of probability distributions in qualitative multi-attribute decision models. Intell. Data Anal. 9 (2) (2005)
Toni Jarimo, Peter Ljubic, Iiro Salkari, Marko Bohanec, Nada Lavrac, Martin Znidarsic, Stefan Bollhalter, Jirí Hodík
Hierarchical Multi-Attribute Decision Support Approach to Virtual Organization Creation. PRO-VE (2005)
Marko Bohanec, Saso Dzeroski, Martin Znidarsic
Multi-Attribute Modelling of Economic and Ecological Impacts of Cropping Systems. Informatica (Slovenia) 28 (4) (2004)
Marko Bohanec, Blaz Zupan
A function-decomposition method for development of hierarchical multi-attribute decision models. Decis. Support Syst. 36 (3) (2004)
Anamarija Leben, Marko Bohanec
Architecture of an Active Life-Event Portal: A Knowledge-Based Approach. KMGov (2004)
Anamarija Leben, Marko Bohanec
Evaluation of Life-Event Portals: Multi-attribute Model and Case Study. KMGov (2003)
Martin Znidarsic, Marko Bohanec, Ivan Bratko
Categorization of Numerical Values for DEX Hierarchical Models. Informatica (Slovenia) 27 (4) (2003)
Matjaz Gams, Marko Bohanec
Intelligent systems applications. Informatica (Slovenia) 25 (3) (2001)
Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
Function Decomposition in Machine Learning. Machine Learning and Its Applications (2001)
Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic
Qualitative Multi-attribute Modeling and its Application in Housing. J. Decis. Syst. 10 (2) (2001)
Marko Bohanec, Blaz Zupan, Vladislav Rajkovic
Applications of qualitative multi-attribute decision models in health care. Int. J. Medical Informatics 58 (2000)
Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
Induction of Concept Hierarchies from Noisy Data. ICML (2000)
Gorazd Plaper, Milivoj Piletic, Marko Bohanec, Vladislav Rajkovic, Bozo Urh
Hierarchical multi-attribute models for decision support in the management of diabetic foot syndrome. MIE (1999)
Marko Bohanec, Vladislav Rajkovic
Multi-Attribute Decision Modeling: Industrial Applications of DEX. Informatica (Slovenia) 23 (4) (1999)
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
Learning by Discovering Concept Hierarchies. Artif. Intell. 109 (1-2) (1999)
Marko Bohanec, Blaz Zupan, Vladislav Rajkovic
Hierarchical Multi-Attribute Decision Models and Their Application in Health Care. MIE (1999)
Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood
Relating clinical and neurophysiological assessment of spasticity by machine learning. Int. J. Medical Informatics 49 (2) (1998)
Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic
Evaluation models for housing loan allocation in the context of floats. Context Sensitive Decision Support Systems (1998)
Blaz Zupan, Marko Bohanec
Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition. Informatica (Slovenia) 22 (2) (1998)
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
Feature Transformation by Function Decomposition. IEEE Intell. Syst. 13 (2) (1998)
Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko
Constructing Intermediate Concepts by Decomposition of Real Functions. ECML (1997)
Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood
Relating clinical and neurophysiological assessment of spasticity by machine learning. CBMS (1997)
Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik
A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD (1997)
Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar
Machine Learning by Function Decomposition. ICML (1997)
Marko Bohanec, Vladislav Rajkovic, Brane Semolic, Aljana Pogacnik
Knowledge-based portfolio analysis for project evaluation. Inf. Manag. 28 (5) (1995)
Marko Bohanec, Ivan Bratko
Trading Accuracy for Simplicity in Decision Trees. Mach. Learn. 15 (3) (1994)
Vladislav Rajkovic, Marko Bohanec, Bojan Leskosek, Joze Sturm
A Knowledge-Based Advising System for Choosing Sports. Decision Support Systems: Experiences and Expectations (1992)