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2020 – today
- 2023
[j38]Sandro Radovanovic
, Marko Bohanec, Boris Delibasic:
Extracting decision models for ski injury prediction from data. Int. Trans. Oper. Res. 30(6): 3429-3454 (2023)- 2022
- [j37]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): 197 (2022) - 2021
- [j36]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: 115688 (2021) - [c31]Adem Kikaj, Marko Bohanec:
DEX2Web - A Web-Based Software Implementing the Multiple-Criteria Decision-Making Method DEX. ICDSST 2021: 30-43 - 2020
- [j35]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: 105552 (2020) - [j34]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): 438-449 (2020)
2010 – 2019
- 2019
- [j33]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): 9:1-9:33 (2019) - [c30]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: 87-93 - 2018
- [j32]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): 1-41 (2018) - [j31]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): 61-77 (2018) - [j30]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): 164-172 (2018) - [j29]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): 201-208 (2018) - [c29]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: 157-168 - [p1]Marko Robnik-Sikonja, Marko Bohanec:
Perturbation-Based Explanations of Prediction Models. Human and Machine Learning 2018: 159-175 - 2017
- [j28]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): 611-625 (2017) - [j27]Matej Mihelcic, Marko Bohanec:
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX. Central Eur. J. Oper. Res. 25(3): 627-649 (2017) - [j26]Marko Bohanec, Mirjana Kljajic Borstnar, Marko Robnik-Sikonja:
Explaining machine learning models in sales predictions. Expert Syst. Appl. 71: 416-428 (2017) - [j25]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): 1389-1406 (2017) - 2016
- [c28]Dragana Miljkovic, Nada Lavrac, Marko Bohanec, Biljana Mileva-Boshkoska:
Detection of dependencies between literature domains through relation extraction and copulas. CoDIT 2016: 302-307 - 2015
- [j24]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): 281-293 (2015) - [c27]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: 33 - [c26]Bojan Cestnik, Marko Bohanec, Tanja Urbancic:
QTvity: advancing students' engagement during lectures by using mobile devices. CompSysTech 2015: 334-341 - [c25]Marko Bohanec, Boris Delibasic:
Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts. ICDSST 2015: 46-60 - 2014
- [j23]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): 60-80 (2014) - [j22]Vedrana Vidulin, Marko Bohanec, Matjaz Gams:
Combining human analysis and machine data mining to obtain credible data relations. Inf. Sci. 288: 254-278 (2014) - [c24]Marko Bohanec, Giorgio Aprile, Maria Costante, Morena Foti, Nejc Trdin:
A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment. DSS 2014: 92-103 - 2013
- [j21]Marko Bohanec, Martin Znidarsic, Vladislav Rajkovic, Ivan Bratko, Blaz Zupan:
DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling. Informatica (Slovenia) 37(1): 49-54 (2013) - [c23]Irina Alic, Michael Siering, Marko Bohanec:
Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation. Bled eConference 2013: 1 - 2012
- [j20]Biljana Mileva-Boshkoska, Marko Bohanec:
A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas. Int. J. Decis. Support Syst. Technol. 4(2): 42-58 (2012) - [c22]Martin Znidarsic, Marko Bohanec, Nejc Trdin:
Qualitative Assessment of Data-Mining Workflows. DSS 2012: 75-86 - [c21]Biljana Mileva-Boshkoska, Marko Bohanec, Martin Znidarsic:
Experimental evaluation of methods for ranking qualitatively assessed data-mining workflows. DSS 2012: 175-184 - 2011
- [c20]Biljana Mileva-Boshkoska, Marko Bohanec:
Ranking of qualitative decision options using copulas. OR 2011: 103-108 - 2010
- [c19]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: 87-98
2000 – 2009
- 2009
- [r1]Martin Znidarsic, Marko Bohanec, Blaz Zupan:
Data-Driven Revision of Decision Models. Encyclopedia of Data Warehousing and Mining 2009: 617-623 - 2008
- [j19]Martin Znidarsic, Marko Bohanec, Blaz Zupan:
Modelling impacts of cropping systems: Demands and solutions for DEX methodology. Eur. J. Oper. Res. 189(3): 594-608 (2008) - [c18]Marko Bohanec, Martin Znidarsic:
Supporting decisions about the introduction of genetically modified crops. CDM 2008: 404-415 - 2007
- [j18]Katerina Taskova, Daniela Stojanova, Marko Bohanec, Saso Dzeroski:
A Qualitative Decision-Support Model for Evaluating Researchers. Informatica (Slovenia) 31(4): 479-486 (2007) - [j17]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): 438-447 (2007) - [c17]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: 175-179 - 2006
- [j16]Martin Znidarsic, Marko Bohanec, Blaz Zupan:
proDEX - A DSS tool for environmental decision-making. Environ. Model. Softw. 21(10): 1514-1516 (2006) - [j15]Anamarija Leben, Mateja Kunstelj, Marko Bohanec, Mirko Vintar:
Evaluating public administration e-portals. Inf. Polity 11(3-4): 207-225 (2006) - 2005
- [j14]Martin Znidarsic, Marko Bohanec:
Data-based revision of probability distributions in qualitative multi-attribute decision models. Intell. Data Anal. 9(2): 159-174 (2005) - [c16]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: 414-418 - [c15]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: 661-668 - [c14]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: 459-469 - [c13]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: 135-142 - 2004
- [j13]Marko Bohanec, Blaz Zupan:
A function-decomposition method for development of hierarchical multi-attribute decision models. Decis. Support Syst. 36(3): 215-233 (2004) - [j12]Marko Bohanec, Saso Dzeroski, Martin Znidarsic:
Multi-Attribute Modelling of Economic and Ecological Impacts of Cropping Systems. Informatica (Slovenia) 28(4): 387-392 (2004) - [c12]Anamarija Leben, Marko Bohanec:
Architecture of an Active Life-Event Portal: A Knowledge-Based Approach. KMGov 2004: 147-156 - 2003
- [j11]Martin Znidarsic, Marko Bohanec, Ivan Bratko:
Categorization of Numerical Values for DEX Hierarchical Models. Informatica (Slovenia) 27(4): 405-409 (2003) - [c11]Anamarija Leben, Marko Bohanec:
Evaluation of Life-Event Portals: Multi-attribute Model and Case Study. KMGov 2003: 25-36 - 2001
- [j10]Matjaz Gams, Marko Bohanec:
Intelligent systems applications. Informatica (Slovenia) 25(3) (2001) - [j9]Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic:
Qualitative Multi-attribute Modeling and its Application in Housing. J. Decis. Syst. 10(2): 175-193 (2001) - [c10]Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar:
Function Decomposition in Machine Learning. Machine Learning and Its Applications 2001: 71-101 - 2000
- [j8]Marko Bohanec, Blaz Zupan, Vladislav Rajkovic:
Applications of qualitative multi-attribute decision models in health care. Int. J. Medical Informatics 58: 191-205 (2000) - [c9]Blaz Zupan, Ivan Bratko, Marko Bohanec, Janez Demsar:
Induction of Concept Hierarchies from Noisy Data. ICML 2000: 1199-1206
1990 – 1999
- 1999
- [j7]Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko:
Learning by Discovering Concept Hierarchies. Artif. Intell. 109(1-2): 211-242 (1999) - [j6]Marko Bohanec, Vladislav Rajkovic:
Multi-Attribute Decision Modeling: Industrial Applications of DEX. Informatica (Slovenia) 23(4) (1999) - [c8]Marko Bohanec, Blaz Zupan, Vladislav Rajkovic:
Hierarchical Multi-Attribute Decision Models and Their Application in Health Care. MIE 1999: 670-675 - [c7]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: 970-972 - 1998
- [j5]Blaz Zupan, Marko Bohanec, Janez Demsar, Ivan Bratko:
Feature Transformation by Function Decomposition. IEEE Intell. Syst. 13(2): 38-43 (1998) - [j4]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): 243-251 (1998) - [j3]Blaz Zupan, Marko Bohanec:
Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition. Informatica (Slovenia) 22(2) (1998) - [c6]Marko Bohanec, Bojan Cestnik, Vladislav Rajkovic:
Evaluation models for housing loan allocation in the context of floats. Context Sensitive Decision Support Systems 1998: 174-189 - 1997
- [c5]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: 190-194 - [c4]Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Bratko:
Constructing Intermediate Concepts by Decomposition of Real Functions. ECML 1997: 93-107 - [c3]Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Demsar:
Machine Learning by Function Decomposition. ICML 1997: 421-429 - [c2]Blaz Zupan, Marko Bohanec, Ivan Bratko, Bojan Cestnik:
A Dataset Decomposition Approach to Data Mining and Machine Discovery. KDD 1997: 299-302 - [d1]Marko Bohanec:
Car Evaluation. UCI Machine Learning Repository, 1997
- 1995
- [j2]Marko Bohanec, Vladislav Rajkovic, Brane Semolic, Aljana Pogacnik:
Knowledge-based portfolio analysis for project evaluation. Inf. Manag. 28(5): 293-302 (1995) - 1994
- [j1]Marko Bohanec, Ivan Bratko:
Trading Accuracy for Simplicity in Decision Trees. Mach. Learn. 15(3): 223-250 (1994) - 1992
- [c1]Vladislav Rajkovic, Marko Bohanec, Bojan Leskosek, Joze Sturm:
A Knowledge-Based Advising System for Choosing Sports. Decision Support Systems: Experiences and Expectations 1992: 215-224
Coauthor Index
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