Marko Bohanec

Orcid: 0000-0003-4317-2833

According to our database1, Marko Bohanec authored at least 71 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Extracting decision models for ski injury prediction from data.
Int. Trans. Oper. Res., November, 2023

BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization.
Algorithms, 2022

HeartMan DSS: A decision support system for self-management of congestive heart failure.
Expert Syst. Appl., 2021

DEX2Web - A Web-Based Software Implementing the Multiple-Criteria Decision-Making Method DEX.
Proceedings of the Decision Support Systems XI: Decision Support Systems, Analytics and Technologies in Response to Global Crisis Management, 2021

A decision-support approach to severe accident management in nuclear power plants.
J. Decis. Syst., 2020

Decision Support for Medication Change of Parkinson's Disease Patients.
Comput. Methods Programs Biomed., 2020

Conceptual Representations for Computational Concept Creation.
ACM Comput. Surv., 2019

Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Perturbation-Based Explanations of Prediction Models.
Proceedings of the Human and Machine Learning, 2018

Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries.
J. Decis. Syst., 2018

A decision support system for Parkinson disease management: expert models for suggesting medication change.
J. Decis. Syst., 2018

Discovering dependencies between domains of redox potential and plant defence through triplet extraction and copulas.
Int. J. Intell. Eng. Informatics, 2018

Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models.
Central Eur. J. Oper. Res., 2018

A DSS Model for Selection of Computer on Module Based on PROMETHEE and DEX Methods.
Proceedings of the Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support, 2018

Decision-making framework with double-loop learning through interpretable black-box machine learning models.
Ind. Manag. Data Syst., 2017

Explaining machine learning models in sales predictions.
Expert Syst. Appl., 2017

Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX.
Central Eur. J. Oper. Res., 2017

A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia.
Central Eur. J. Oper. Res., 2017

Detection of dependencies between literature domains through relation extraction and copulas.
Proceedings of the International Conference on Control, 2016

Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors.
J. Intell. Manuf., 2015

Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts.
Proceedings of the Decision Support Systems V - Big Data Analytics for Decision Making, 2015

QTvity: advancing students' engagement during lectures by using mobile devices.
Proceedings of the 16th International Conference on Computer Systems and Technologies, 2015

Integration of machine learning insights into organizational learning: A case of B2B sales forecasting.
Proceedings of the 28th Bled eConference: s#eWellBeing, 2015

Combining human analysis and machine data mining to obtain credible data relations.
Inf. Sci., 2014

A Participatory Approach to Designing Decision Support Systems in Emergency Management.
Int. J. Decis. Support Syst. Technol., 2014

A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment.
Proceedings of the DSS 2.0, 2014

DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling.
Informatica (Slovenia), 2013

Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation.
Proceedings of the 26th Bled eConference: eTrust: eInnovation: Challenges and Impacts for Individuals, 2013

A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas.
Int. J. Decis. Support Syst. Technol., 2012

Qualitative Assessment of Data-Mining Workflows.
Proceedings of the Fusing Decision Support Systems into the Fabric of the Context, 2012

Experimental evaluation of methods for ranking qualitatively assessed data-mining workflows.
Proceedings of the Fusing Decision Support Systems into the Fabric of the Context, 2012

Ranking of qualitative decision options using copulas.
Proceedings of the Operations Research Proceedings 2011, Selected Papers of the International Conference on Operations Research (OR 2011), August 30, 2011

Supporting DSS Acceptability through a User-Centered Design Methodology: Experiences in Emergency Management.
Proceedings of the Bridging the Socio-technical Gap in Decision Support Systems, 2010

Data-Driven Revision of Decision Models.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Modelling impacts of cropping systems: Demands and solutions for DEX methodology.
Eur. J. Oper. Res., 2008

Supporting decisions about the introduction of genetically modified crops.
Proceedings of the Collaborative Decision Making: Perspectives and Challenges, 2008

Data mining and visualization for decision support and modeling of public health-care resources.
J. Biomed. Informatics, 2007

A Qualitative Decision-Support Model for Evaluating Researchers.
Informatica (Slovenia), 2007

Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization.
Proceedings of the Artificial Intelligence in Medicine, 2007

Evaluating public administration e-portals.
Inf. Polity, 2006

proDEX - A DSS tool for environmental decision-making.
Environ. Model. Softw., 2006

Data-based revision of probability distributions in qualitative multi-attribute decision models.
Intell. Data Anal., 2005

Hierarchical Multi-Attribute Decision Support Approach to Virtual Organization Creation.
Proceedings of the Collaborative Networks and Their Breeding Environments, 2005

Data Mining for Decision Support: An Application in Public Health Care.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

A Qualitative Multi-attribute Model for Economic and Ecological Evaluation of Genetically Modified Crops.
Proceedings of the Networking Environmental Information: Proceedings of the 19th International Conference for Environmental Protection, 2005

Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies.
Proceedings of the Artificial Intelligence in Medicine, 2005

Multi-Attribute Modelling of Economic and Ecological Impacts of Cropping Systems.
Informatica (Slovenia), 2004

A function-decomposition method for development of hierarchical multi-attribute decision models.
Decis. Support Syst., 2004

Architecture of an Active Life-Event Portal: A Knowledge-Based Approach.
Proceedings of the Knowledge Management in Electronic Government, 2004

Categorization of Numerical Values for DEX Hierarchical Models.
Informatica (Slovenia), 2003

Evaluation of Life-Event Portals: Multi-attribute Model and Case Study.
Proceedings of the Knowledge Management in Electronic Government, 2003

Qualitative Multi-attribute Modeling and its Application in Housing.
J. Decis. Syst., 2001

Intelligent systems applications.
Informatica (Slovenia), 2001

Function Decomposition in Machine Learning.
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

Applications of qualitative multi-attribute decision models in health care.
Int. J. Medical Informatics, 2000

Induction of Concept Hierarchies from Noisy Data.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Multi-Attribute Decision Modeling: Industrial Applications of DEX.
Informatica (Slovenia), 1999

Learning by Discovering Concept Hierarchies.
Artif. Intell., 1999

Hierarchical multi-attribute models for decision support in the management of diabetic foot syndrome.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Hierarchical Multi-Attribute Decision Models and Their Application in Health Care.
Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition.
Informatica (Slovenia), 1998

Relating clinical and neurophysiological assessment of spasticity by machine learning.
Int. J. Medical Informatics, 1998

Feature Transformation by Function Decomposition.
IEEE Intell. Syst., 1998

Evaluation models for housing loan allocation in the context of floats.
Proceedings of the Context Sensitive Decision Support Systems, 1998

Car Evaluation.
Dataset, May, 1997

A Dataset Decomposition Approach to Data Mining and Machine Discovery.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Machine Learning by Function Decomposition.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

Constructing Intermediate Concepts by Decomposition of Real Functions.
Proceedings of the Machine Learning: ECML-97, 1997

Knowledge-based portfolio analysis for project evaluation.
Inf. Manag., 1995

Trading Accuracy for Simplicity in Decision Trees.
Mach. Learn., 1994

A Knowledge-Based Advising System for Choosing Sports.
Proceedings of the Decision Support Systems: Experiences and Expectations, Proceedings of the IFIP TC8/WG8.3 Working Conference on Decision Support Systems: Experiences and Expectations, Fontainebleau, France, 30 June, 1992