Marko Bohanec

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Extracting decision models for ski injury prediction from data.

Sandro Radovanovic, Marko Bohanec, Boris Delibasic

Int. Trans. Oper. Res., November, 2023

2022

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

Martin Gjoreski, Vladimir Kuzmanovski, Marko Bohanec

Algorithms, 2022

2021

HeartMan DSS: A decision support system for self-management of congestive heart failure.

Marko Bohanec, Gennaro Tartarisco, Flavia Marino, Giovanni Pioggia, Paolo Emilio Puddu, Michele Salvatore Schiariti, Anneleen Baert, Sofie Pardaens, Els Clays, Aljosa Vodopija, Mitja Lustrek

Expert Syst. Appl., 2021

DEX2Web - A Web-Based Software Implementing the Multiple-Criteria Decision-Making Method DEX.

Adem Kikaj, Marko Bohanec

Proceedings of the Decision Support Systems XI: Decision Support Systems, Analytics and Technologies in Response to Global Crisis Management, 2021

2020

A decision-support approach to severe accident management in nuclear power plants.

Marko Bohanec, Ivan Vrbanic, Ivica Basic, Klemen Debelak, Luka Strubelj

J. Decis. Syst., 2020

Decision Support for Medication Change of Parkinson's Disease Patients.

Biljana Mileva-Boshkoska, Dragana Miljkovic, Anita Valmarska, Dimitrios A. Gatsios, George Rigas, Spyridon Konitsiotis, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Marko Bohanec

Comput. Methods Programs Biomed., 2020

2019

Conceptual Representations for Computational Concept Creation.

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

ACM Comput. Surv., 2019

Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.

Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2018

Perturbation-Based Explanations of Prediction Models.

Marko Robnik-Sikonja, Marko Bohanec

Proceedings of the Human and Machine Learning, 2018

Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries.

Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Marko Bohanec, Milija Suknovic

J. Decis. Syst., 2018

A decision support system for Parkinson disease management: expert models for suggesting medication change.

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

J. Decis. Syst., 2018

Discovering dependencies between domains of redox potential and plant defence through triplet extraction and copulas.

Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska

Int. J. Intell. Eng. Informatics, 2018

Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models.

Nejc Trdin, Marko Bohanec

Central Eur. J. Oper. Res., 2018

A DSS Model for Selection of Computer on Module Based on PROMETHEE and DEX Methods.

Gjorgji Nusev, Pavle Boskoski, Marko Bohanec, Biljana Mileva-Boshkoska

Proceedings of the Decision Support Systems VIII: Sustainable Data-Driven and Evidence-Based Decision Support, 2018

2017

Decision-making framework with double-loop learning through interpretable black-box machine learning models.

Marko Bohanec, Marko Robnik-Sikonja, Mirjana Kljajic Borstnar

Ind. Manag. Data Syst., 2017

Explaining machine learning models in sales predictions.

Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja

Expert Syst. Appl., 2017

Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX.

Matej Mihelcic, Marko Bohanec

Central Eur. J. Oper. Res., 2017

A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia.

Marko Bohanec, Nejc Trdin, Branko Kontic

Central Eur. J. Oper. Res., 2017

2016

Detection of dependencies between literature domains through relation extraction and copulas.

Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska

Proceedings of the International Conference on Control, 2016

2015

Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors.

Biljana Mileva-Boshkoska, Marko Bohanec, Pavle Boskoski, Ðani Juricic

J. Intell. Manuf., 2015

Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts.

Marko Bohanec, Boris Delibasic

Proceedings of the Decision Support Systems V - Big Data Analytics for Decision Making, 2015

QTvity: advancing students' engagement during lectures by using mobile devices.

Bojan Cestnik, Marko Bohanec, Tanja Urbancic

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.

Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja

Proceedings of the 28th Bled eConference: s#eWellBeing, 2015

2014

Combining human analysis and machine data mining to obtain credible data relations.

Vedrana Vidulin, Marko Bohanec, Matjaz Gams

Inf. Sci., 2014

A Participatory Approach to Designing Decision Support Systems in Emergency Management.

Pietro Baroni, Daniela Fogli, Massimiliano Giacomin, Giovanni Guida, Loredana Parasiliti Provenza, Michele Rossi, Marko Bohanec, Martin Znidarsic

Int. J. Decis. Support Syst. Technol., 2014

A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment.

Marko Bohanec, Giorgio Aprile, Maria Costante, Morena Foti, Nejc Trdin

Proceedings of the DSS 2.0, 2014

2013

DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling.

Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan

Informatica (Slovenia), 2013

Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation.

Irina Alic, Michael Siering, Marko Bohanec

Proceedings of the 26th Bled eConference: eTrust: eInnovation: Challenges and Impacts for Individuals, 2013

2012

A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas.

Biljana Mileva-Boshkoska, Marko Bohanec

Int. J. Decis. Support Syst. Technol., 2012

Qualitative Assessment of Data-Mining Workflows.

Martin Znidarsic, Marko Bohanec, Nejc Trdin

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.

Biljana Mileva-Boshkoska, Marko Bohanec, Martin Znidarsic

Proceedings of the Fusing Decision Support Systems into the Fabric of the Context, 2012

2011

Ranking of qualitative decision options using copulas.

Biljana Mileva-Boshkoska, Marko Bohanec

Proceedings of the Operations Research Proceedings 2011, Selected Papers of the International Conference on Operations Research (OR 2011), August 30, 2011

2010

Supporting DSS Acceptability through a User-Centered Design Methodology: Experiences in Emergency Management.

Pietro Baroni, Daniela Fogli, Massimiliano Giacomin, Giovanni Guida, Loredana Parasiliti Provenza, Michele Rossi, Marko Bohanec, Martin Znidarsic

Proceedings of the Bridging the Socio-technical Gap in Decision Support Systems, 2010

2009

Data-Driven Revision of Decision Models.

Martin Znidarsic, Marko Bohanec, Blaz Zupan

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008

Modelling impacts of cropping systems: Demands and solutions for DEX methodology.

Martin Znidarsic, Marko Bohanec, Blaz Zupan

Eur. J. Oper. Res., 2008

Supporting decisions about the introduction of genetically modified crops.

Marko Bohanec, Martin Znidarsic

Proceedings of the Collaborative Decision Making: Perspectives and Challenges, 2008

2007

Data mining and visualization for decision support and modeling of public health-care resources.

Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Marko Debeljak, Andrej Kobler

J. Biomed. Informatics, 2007

A Qualitative Decision-Support Model for Evaluating Researchers.

Katerina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski

Informatica (Slovenia), 2007

Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization.

Aleksander Pur, Marko Bohanec, Nada Lavrac, Bojan Cestnik, Marko Debeljak, Anton Gradisek

Proceedings of the Artificial Intelligence in Medicine, 2007

2006

Evaluating public administration e-portals.

Anamarija Leben, Mateja Kunstelj, Marko Bohanec, Mirko Vintar

Inf. Polity, 2006

proDEX - A DSS tool for environmental decision-making.

Martin Znidarsic, Marko Bohanec, Blaz Zupan

Environ. Model. Softw., 2006

2005

Data-based revision of probability distributions in qualitative multi-attribute decision models.

Martin Znidarsic, Marko Bohanec

Intell. Data Anal., 2005

Hierarchical Multi-Attribute Decision Support Approach to Virtual Organization Creation.

Toni Jarimo, Peter Ljubic, Iiro Salkari, Marko Bohanec, Nada Lavrac, Martin Znidarsic, Stefan Bollhalter, Jirí Hodík

Proceedings of the Collaborative Networks and Their Breeding Environments, 2005

Data Mining for Decision Support: An Application in Public Health Care.

Aleksander Pur, Marko Bohanec, Bojan Cestnik, Nada Lavrac, Marko Debeljak, Tadeja Kopac

Proceedings of the Innovations in Applied Artificial Intelligence, 2005

A Qualitative Multi-attribute Model for Economic and Ecological Evaluation of Genetically Modified Crops.

Marko Bohanec, Antoine Messéan, Sara Scatasta, Saso Dzeroski, Martin Znidarsic

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.

Nada Lavrac, Marko Bohanec, Aleksander Pur, Bojan Cestnik, Mitja Jermol, Tanja Urbancic, Marko Debeljak, Branko Kavsek, Tadeja Kopac

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

Multi-Attribute Modelling of Economic and Ecological Impacts of Cropping Systems.

Marko Bohanec, Saso Dzeroski, Martin Znidarsic

Informatica (Slovenia), 2004

A function-decomposition method for development of hierarchical multi-attribute decision models.

Marko Bohanec, Blaz Zupan

Decis. Support Syst., 2004

Architecture of an Active Life-Event Portal: A Knowledge-Based Approach.

Anamarija Leben, Marko Bohanec

Proceedings of the Knowledge Management in Electronic Government, 2004

2003

Categorization of Numerical Values for DEX Hierarchical Models.

Martin Znidarsic, Marko Bohanec, Ivan Bratko

Informatica (Slovenia), 2003

Evaluation of Life-Event Portals: Multi-attribute Model and Case Study.

Anamarija Leben, Marko Bohanec

Proceedings of the Knowledge Management in Electronic Government, 2003

2001

Qualitative Multi-attribute Modeling and its Application in Housing.

Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic

J. Decis. Syst., 2001

Intelligent systems applications.

Matjaz Gams, Marko Bohanec

Informatica (Slovenia), 2001

Function Decomposition in Machine Learning.

Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar

Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

2000

Applications of qualitative multi-attribute decision models in health care.

Marko Bohanec, Blaz Zupan, Vladislav Rajkovic

Int. J. Medical Informatics, 2000

Induction of Concept Hierarchies from Noisy Data.

Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

1999

Multi-Attribute Decision Modeling: Industrial Applications of DEX.

Marko Bohanec, Vladislav Rajkovic

Informatica (Slovenia), 1999

Learning by Discovering Concept Hierarchies.

Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko

Artif. Intell., 1999

Hierarchical multi-attribute models for decision support in the management of diabetic foot syndrome.

Gorazd Plaper, Milivoj Piletic, Marko Bohanec, Vladislav Rajkovic, Bozo Urh

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

Hierarchical Multi-Attribute Decision Models and Their Application in Health Care.

Marko Bohanec, Blaz Zupan, Vladislav Rajkovic

Proceedings of the Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia, 1999

1998

Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition.

Blaz Zupan, Marko Bohanec

Informatica (Slovenia), 1998

Relating clinical and neurophysiological assessment of spasticity by machine learning.

Blaz Zupan, Dobrivoje S. Stokic, Marko Bohanec, Michael M. Priebe, Arthur M. Sherwood

Int. J. Medical Informatics, 1998

Feature Transformation by Function Decomposition.

Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko

IEEE Intell. Syst., 1998

Evaluation models for housing loan allocation in the context of floats.

Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic

Proceedings of the Context Sensitive Decision Support Systems, 1998

1997

Car Evaluation.

Marko Bohanec

Dataset, May, 1997

A Dataset Decomposition Approach to Data Mining and Machine Discovery.

Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Machine Learning by Function Decomposition.

Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

Constructing Intermediate Concepts by Decomposition of Real Functions.

Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko

Proceedings of the Machine Learning: ECML-97, 1997

1995

Knowledge-based portfolio analysis for project evaluation.

Marko Bohanec, Vladislav Rajkovic, Brane Semolic, Aljana Pogacnik

Inf. Manag., 1995

1994

Trading Accuracy for Simplicity in Decision Trees.

Marko Bohanec, Ivan Bratko

Mach. Learn., 1994

1992

A Knowledge-Based Advising System for Choosing Sports.

Vladislav Rajkovic, Marko Bohanec, Bojan Leskosek, Joze Sturm

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