Marko Bohanec

73 papers A* 3B 3C 4Journal 40Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
DEXiWare: a software development framework for building cooperative decision support systems.
SoftwareX
Bojan Blazica, Vladimir Kuzmanovski, Marko Bohanec, Tanja Dergan, Aneta Ivanovska, Jurij Marinko, Robert Modic, Matevz Ogrinc, Marko Debeljak
2025 J jnl
DEXi Suite: DEXi decision modelling software.
SoftwareX
Marko Bohanec
2023 J jnl
Extracting decision models for ski injury prediction from data.
Int. Trans. Oper. Res.
Sandro Radovanovic, Marko Bohanec, Boris Delibasic
2022 J jnl
BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization.
Algorithms
Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec
2021 — conf
DEX2Web - A Web-Based Software Implementing the Multiple-Criteria Decision-Making Method DEX.
ICDSST
Adem Kikaj, Marko Bohanec
2021 J jnl
HeartMan DSS: A decision support system for self-management of congestive heart failure.
Expert Syst. Appl.
Marko Bohanec, Gennaro Tartarisco, Flavia Marino, Giovanni Pioggia, Paolo Emilio Puddu, Michele Salvatore Schiariti, Anneleen Baert, Sofie Pardaens, Els Clays, Aljosa Vodopija, Mitja Lustrek
2020 J jnl
A decision-support approach to severe accident management in nuclear power plants.
J. Decis. Syst.
Marko Bohanec, Ivan Vrbanic, Ivica Basic, Klemen Debelak, Luka Strubelj
2020 J jnl
Decision Support for Medication Change of Parkinson's Disease Patients.
Comput. Methods Programs Biomed.
Biljana Mileva-Boshkoska, Dragana Miljkovic, Anita Valmarska, Dimitrios A. Gatsios, George Rigas, Spyridon Konitsiotis, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Marko Bohanec
2019 J jnl
Conceptual Representations for Computational Concept Creation.
ACM Comput. Surv.
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
2019 C conf
Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.
KEOD
Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak
2018 — conf
A DSS Model for Selection of Computer on Module Based on PROMETHEE and DEX Methods.
ICDSST
Gjorgji Nusev, Pavle Boskoski, Marko Bohanec, Biljana Mileva-Boshkoska
2018 J jnl
A decision support system for Parkinson disease management: expert models for suggesting medication change.
J. Decis. Syst.
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
2018 J jnl
Discovering dependencies between domains of redox potential and plant defence through triplet extraction and copulas.
Int. J. Intell. Eng. Informatics
Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska
2018 J jnl
Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models.
Central Eur. J. Oper. Res.
Nejc Trdin, Marko Bohanec
2018 J jnl
Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries.
J. Decis. Syst.
Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Marko Bohanec, Milija Suknovic
2018 — ch.
Perturbation-Based Explanations of Prediction Models.
Human and Machine Learning
Marko Robnik-Sikonja, Marko Bohanec
2017 J jnl
A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia.
Central Eur. J. Oper. Res.
Marko Bohanec, Nejc Trdin, Branko Kontic
2017 J jnl
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX.
Central Eur. J. Oper. Res.
Matej Mihelcic, Marko Bohanec
2017 J jnl
Decision-making framework with double-loop learning through interpretable black-box machine learning models.
Ind. Manag. Data Syst.
Marko Bohanec, Marko Robnik-Sikonja, Mirjana Kljajic Borstnar
2017 J jnl
Explaining machine learning models in sales predictions.
Expert Syst. Appl.
Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja
2016 C conf
Detection of dependencies between literature domains through relation extraction and copulas.
CoDIT
Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska
2015 J jnl
Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors.
J. Intell. Manuf.
Biljana Mileva-Boshkoska, Marko Bohanec, Pavle Boskoski, Ðani Juricic
2015 — conf
Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts.
ICDSST
Marko Bohanec, Boris Delibasic
2015 — conf
Integration of machine learning insights into organizational learning: A case of B2B sales forecasting.
Bled eConference
Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja
2015 — conf
QTvity: advancing students' engagement during lectures by using mobile devices.
CompSysTech
Bojan Cestnik, Marko Bohanec, Tanja Urbancic
2014 — conf
A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment.
DSS
Marko Bohanec, Giorgio Aprile, Maria Costante, Morena Foti, Nejc Trdin
2014 J jnl
A Participatory Approach to Designing Decision Support Systems in Emergency Management.
Int. J. Decis. Support Syst. Technol.
Pietro Baroni, Daniela Fogli, Massimiliano Giacomin, Giovanni Guida, Loredana Parasiliti Provenza, Michele Rossi, Marko Bohanec, Martin Znidarsic
2014 J jnl
Combining human analysis and machine data mining to obtain credible data relations.
Inf. Sci.
Vedrana Vidulin, Marko Bohanec, Matjaz Gams
2013 J jnl
DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling.
Informatica (Slovenia)
Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan
2013 — conf
Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation.
Bled eConference
Irina Alic, Michael Siering, Marko Bohanec
2012 J jnl
A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas.
Int. J. Decis. Support Syst. Technol.
Biljana Mileva-Boshkoska, Marko Bohanec
2012 — conf
Experimental evaluation of methods for ranking qualitatively assessed data-mining workflows.
DSS
Biljana Mileva-Boshkoska, Marko Bohanec, Martin Znidarsic
2012 — conf
Qualitative Assessment of Data-Mining Workflows.
DSS
Martin Znidarsic, Marko Bohanec, Nejc Trdin
2011 — conf
Ranking of qualitative decision options using copulas.
OR
Biljana Mileva-Boshkoska, Marko Bohanec
2010 — conf
Supporting DSS Acceptability through a User-Centered Design Methodology: Experiences in Emergency Management.
DSS
Pietro Baroni, Daniela Fogli, Massimiliano Giacomin, Giovanni Guida, Loredana Parasiliti Provenza, Michele Rossi, Marko Bohanec, Martin Znidarsic
2009 — ch.
Data-Driven Revision of Decision Models.
Encyclopedia of Data Warehousing and Mining
Martin Znidarsic, Marko Bohanec, Blaz Zupan
2008 J jnl
Modelling impacts of cropping systems: Demands and solutions for DEX methodology.
Eur. J. Oper. Res.
Martin Znidarsic, Marko Bohanec, Blaz Zupan
2008 — conf
Supporting decisions about the introduction of genetically modified crops.
CDM
Marko Bohanec, Martin Znidarsic
2007 J jnl
A Qualitative Decision-Support Model for Evaluating Researchers.
Informatica (Slovenia)
Katerina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski
2007 J jnl
Data mining and visualization for decision support and modeling of public health-care resources.
J. Biomed. Informatics
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Marko Debeljak, Andrej Kobler
2007 B conf
Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization.
AIME
Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek
2006 J jnl
Evaluating public administration e-portals.
Inf. Polity
Anamarija Leben, Mateja Kunstelj, Marko Bohanec, Mirko Vintar
2006 J jnl
proDEX - A DSS tool for environmental decision-making.
Environ. Model. Softw.
Martin Znidarsic, Marko Bohanec, Blaz Zupan
2005 — conf
A Qualitative Multi-attribute Model for Economic and Ecological Evaluation of Genetically Modified Crops.
EnviroInfo
Marko Bohanec, Antoine Messéan, Sara Scatasta, Saso Dzeroski, Martin Znidarsic
2005 C conf
Data Mining for Decision Support: An Application in Public Health Care.
IEA/AIE
Aleksander Pur, Marko Bohanec, Bojan Cestnik, Nada Lavrac, Marko Debeljak, Tadeja Kopac
2005 J jnl
Data-based revision of probability distributions in qualitative multi-attribute decision models.
Intell. Data Anal.
Martin Znidarsic, Marko Bohanec
2005 C conf
Hierarchical Multi-Attribute Decision Support Approach to Virtual Organization Creation.
PRO-VE
Toni Jarimo, Peter Ljubic, Iiro Salkari, Marko Bohanec, Nada Lavrac, Martin Znidarsic, Stefan Bollhalter, Jirí Hodík
2005 B conf
Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies.
AIME
Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek, Tadeja Kopac
2004 J jnl
A function-decomposition method for development of hierarchical multi-attribute decision models.
Decis. Support Syst.
Marko Bohanec, Blaz Zupan
2004 — conf
Architecture of an Active Life-Event Portal: A Knowledge-Based Approach.
KMGov
Anamarija Leben, Marko Bohanec
2004 J jnl
Multi-Attribute Modelling of Economic and Ecological Impacts of Cropping Systems.
Informatica (Slovenia)
Marko Bohanec, Saso Dzeroski, Martin Znidarsic
2003 J jnl
Categorization of Numerical Values for DEX Hierarchical Models.
Informatica (Slovenia)
Martin Znidarsic, Marko Bohanec, Ivan Bratko
2003 — conf
Evaluation of Life-Event Portals: Multi-attribute Model and Case Study.
KMGov
Anamarija Leben, Marko Bohanec
2001 — conf
Function Decomposition in Machine Learning.
Machine Learning and Its Applications
Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
2001 J jnl
Intelligent systems applications.
Informatica (Slovenia)
Matjaz Gams, Marko Bohanec
2001 J jnl
Qualitative Multi-attribute Modeling and its Application in Housing.
J. Decis. Syst.
Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic
2000 J jnl
Applications of qualitative multi-attribute decision models in health care.
Int. J. Medical Informatics
Marko Bohanec, Blaz Zupan, Vladislav Rajkovic
2000 A* conf
Induction of Concept Hierarchies from Noisy Data.
ICML
Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar
1999 — conf
Hierarchical Multi-Attribute Decision Models and Their Application in Health Care.
MIE
Marko Bohanec, Blaz Zupan, Vladislav Rajkovic
1999 — conf
Hierarchical multi-attribute models for decision support in the management of diabetic foot syndrome.
MIE
Gorazd Plaper, Milivoj Piletic, Marko Bohanec, Vladislav Rajkovic, Bozo Urh
1999 J jnl
Learning by Discovering Concept Hierarchies.
Artif. Intell.
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
1999 J jnl
Multi-Attribute Decision Modeling: Industrial Applications of DEX.
Informatica (Slovenia)
Marko Bohanec, Vladislav Rajkovic
1998 — conf
Evaluation models for housing loan allocation in the context of floats.
Context Sensitive Decision Support Systems
Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic
1998 J jnl
Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition.
Informatica (Slovenia)
Blaz Zupan, Marko Bohanec
1998 J jnl
Feature Transformation by Function Decomposition.
IEEE Intell. Syst.
Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko
1998 J jnl
Relating clinical and neurophysiological assessment of spasticity by machine learning.
Int. J. Medical Informatics
Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood
1997 A* conf
A Dataset Decomposition Approach to Data Mining and Machine Discovery.
KDD
Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik
1997 — conf
Constructing Intermediate Concepts by Decomposition of Real Functions.
ECML
Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko
1997 A* conf
Machine Learning by Function Decomposition.
ICML
Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar
1997 B conf
Relating clinical and neurophysiological assessment of spasticity by machine learning.
CBMS
Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood
1995 J jnl
Knowledge-based portfolio analysis for project evaluation.
Inf. Manag.
Marko Bohanec, Vladislav Rajkovic, Brane Semolic, Aljana Pogacnik
1994 J jnl
Trading Accuracy for Simplicity in Decision Trees.
Mach. Learn.
Marko Bohanec, Ivan Bratko
1992 — conf
A Knowledge-Based Advising System for Choosing Sports.
Decision Support Systems: Experiences and Expectations
Vladislav Rajkovic, Marko Bohanec, Bojan Leskosek, Joze Sturm