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M. Bohanec · SciRah

Researcher profile · Semantic Scholar

M. Bohanec

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M. Bohanec — researcher profile on SciRah

h-index: 33
Works: 186
Citations: 3,579

Most-cited papers

Perturbation-Based Explanations of Prediction Models
M. Robnik-Sikonja, M. Bohanec
2018Human and Machine Learning189 citations
Semantic Scholar
Explaining machine learning models in sales predictions
M. Bohanec, M. Borstnar, M. Robnik-Sikonja
2017Expert systems with applications155 citations
Semantic Scholar
DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling
M. Bohanec, M. Žnidaršič, V. Rajkovič, I. Bratko +1 more
2013Informatica106 citations
Semantic Scholar
Integrating soil quality changes to arable agricultural systems following organic matter addition, or adoption of a ley-arable rotation
B. Griffiths, B. Ball, T. Daniell, P. Hallett +4 more
201099 citations
Semantic Scholar
A multi-criteria assessment of tourist farm service quality.
Č. Rozman, Majda Potočnik, K. Pažek, A. Borec +2 more
200998 citations
Semantic Scholar
PD_Manager: an mHealth platform for Parkinson's disease patient management
Kostas M. Tsiouris, Dimitrios A. Gatsios, G. Rigas, D. Miljković +7 more
2017Healthcare technology letters69 citations Open access
Semantic Scholar
Sustainability assessment of crop protection systems: SustainOS methodology and its application for apple orchards
P. Mouron, B. Heijne, A. Naef, J. Strassemeyer +18 more
201263 citations Open access
Semantic Scholar
Guidelines to design models assessing agricultural sustainability, based upon feedbacks from the DEXi decision support system
Damien Craheix, J. Bergez, F. Angevin, C. Bockstaller +9 more
2015Agronomy for Sustainable Development46 citations Open access
Semantic Scholar
Development of DEX-HOP multi-attribute decision model for preliminary hop hybrids assessment
M. Pavlovič, A. Čerenak, Viljem Pavlovič, Č. Rozman +2 more
201146 citations
Semantic Scholar
A multi-criteria decision-making model for classifying wood products with respect to their impact on environment
I. Lipuscek, M. Bohanec, L. Oblak, Lidija Zadnik Stirn
201046 citations
Semantic Scholar
Decision-making framework with double-loop learning through interpretable black-box machine learning models
M. Bohanec, M. Robnik-Sikonja, M. Borstnar
2017Industrial management & data systems43 citations
Semantic Scholar
Towards the ecotourism: a decision support model for the assessment of sustainability of mountain huts in the Alps.
Mojca Stubelj Ars, M. Bohanec
2010Journal of Environmental Management42 citations
Semantic Scholar
Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure
E. Clays, P. Puddu, M. Luštrek, G. Pioggia +17 more
2021Scientific Reports37 citations Open access
Semantic Scholar
A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial
M. Luštrek, M. Bohanec, Carlos Cavero Barca, Maria Costanza Ciancarelli +17 more
2020JMIR Medical Informatics37 citations Open access
Semantic Scholar
DECISION MAKING: A COMPUTER-SCIENCE AND INFORMATION-TECHNOLOGY VIEWPOINT
M. Bohanec
200936 citations
Semantic Scholar
Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models
Nejc Trdin, M. Bohanec
2017Central European Journal of Operations Research30 citations
Semantic Scholar
Organizational Learning Supported by Machine Learning Models Coupled with General Explanation Methods: A Case of B2B Sales Forecasting
M. Bohanec, M. Robnik-Sikonja, Mirjana Kljajić Borštnar
201728 citations Open access
Semantic Scholar
SIGMO: A decision support System for Identification of genetically modified food or feed products
M. Bohanec, B. Boshkoska, T. Prins, E. Kok
201725 citations Open access
Semantic Scholar
DEX (Decision EXpert): A Qualitative Hierarchical Multi-criteria Method
M. Bohanec
2022Multiple Criteria Decision Making23 citations
Semantic Scholar
HeartMan DSS: A decision support system for self-management of congestive heart failure
M. Bohanec, G. Tartarisco, Flavia Marino, G. Pioggia +7 more
2021Expert systems with applications23 citations
Semantic Scholar
A Personal Decision Support System for Heart Failure Management (HeartMan): study protocol of the HeartMan randomized controlled trial
Anneleen Baert, E. Clays, Larissa Bolliger, D. De Smedt +9 more
2018BMC Cardiovascular Disorders23 citations Open access
Semantic Scholar
A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia
M. Bohanec, Nejc Trdin, B. Kontic
2017Central European Journal of Operations Research22 citations
Semantic Scholar
Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts
M. Bohanec, Boris Delibasic
2015International Conference on Decision Support Systems22 citations
Semantic Scholar
Decision Support for Medication Change of Parkinson's Disease Patients
B. Boshkoska, D. Miljković, Anita Valmarska, Dimitrios A. Gatsios +5 more
2020Comput. Methods Programs Biomed.21 citations
Semantic Scholar
Authentication of key aroma compounds in apple using stable isotope approach.
L. Strojnik, M. Stopar, E. Zlatić, Doris Kokalj +9 more
2019Food Chemistry19 citations
Semantic Scholar
Conceptual Representations for Computational Concept Creation
Ping Xiao, Hannu (TT) Toivonen, Oskar Gross, A. Cardoso +24 more
2019ACM Computing Surveys19 citations Open access
Semantic Scholar
A decision support system for Parkinson disease management: expert models for suggesting medication change
M. Bohanec, D. Miljković, Anita Valmarska, Biljana Mileva-Boshkoska +10 more
2018Journal of Decision Systems17 citations Open access
Semantic Scholar
A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas
Biljana Mileva-Boshkoska, M. Bohanec
2012International Journal of Decision Support System Technology17 citations
Semantic Scholar
Combining human analysis and machine data mining to obtain credible data relations
Vedrana Vidulin, M. Bohanec, M. Gams
2014Information Sciences15 citations
Semantic Scholar
Ranking of Business Process Simulation Software Tools with DEX/QQ Hierarchical Decision Model
Nadja Damij, P. Boškoski, M. Bohanec, Biljana Mileva-Boshkoska
2016PLoS ONE14 citations Open access
Semantic Scholar
Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries
Boris Delibasic, S. Radovanović, M. Jovanović, M. Bohanec +1 more
2018Journal of Decision Systems13 citations Open access
Semantic Scholar
Integration of machine learning insights into organizational learning: A case of B2B sales forecasting
M. Bohanec, M. Borstnar, M. Robnik-Sikonja
2015Bled eConference13 citations
Semantic Scholar
Improving appraisal of sustainability of energy options – A view from Slovenia
B. Kontic, M. Bohanec, Davor Kontic, Nejc Trdin +1 more
201612 citations
Semantic Scholar
A decision-support approach to severe accident management in nuclear power plants
M. Bohanec, I. Vrbanic, I. Basic, Klemen Debelak +1 more
2020Journal of Decision Systems11 citations Open access
Semantic Scholar
Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX
M. Mihelčić, M. Bohanec
2016Central European Journal of Operations Research11 citations
Semantic Scholar
mHealth Platform for Parkinson’s Disease Management
Dimitrios A. Gatsios, G. Rigas, D. Miljković, B. Seljak +5 more
2015International Conference on Biomedical and Health Informatics11 citations
Semantic Scholar
Extracting decision models for ski injury prediction from data
S. Radovanović, M. Bohanec, Boris Delibasic
2023International Transactions in Operational Research9 citations Open access
Semantic Scholar
From Data and Models to Decision Support Systems: Lessons and Advice for the Future
M. Bohanec
2021Integrated Series in Information Systems9 citations
Semantic Scholar
Qualitative modeling of fruit fly injuries on chayote in Réunion: Development and transfer to users
J. Deguine, M. Robin, David Camilo Corrales, M. Vedy-Zecchini +6 more
20219 citations Open access
Semantic Scholar
The Co-Extra Decision Support System: A Model-Based Integration of Project Results
M. Bohanec, Y. Bertheau, C. Brera, K. Gruden +9 more
20129 citations Open access
Semantic Scholar
MULTI-CRITERIA DEX MODELS: AN OVERVIEW AND ANALYSIS
M. Bohanec
20178 citations
Semantic Scholar
Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation
Irina Alic, Michael Siering, M. Bohanec
2013Bled eConference8 citations
Semantic Scholar
Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors
Biljana Mileva-Boshkoska, M. Bohanec, P. Boškoski, Đ. Juričić
2013Journal of Intelligent Manufacturing8 citations
Semantic Scholar
A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment
M. Bohanec, G. Aprile, Maria Costante, Morena Foti +1 more
2014Decision Support Systems7 citations
Semantic Scholar
Monitoring and assessment of anthropogenic activities in mountain lakes: a case of the Fifth Triglav Lake in the Julian Alps
Tina Ravnikar, M. Bohanec, G. Muri
2016Environmental Monitoring & Assessment6 citations
Semantic Scholar
Supporting DSS Acceptability through a User-Centered Design Methodology: Experiences in Emergency Management
P. Baroni, D. Fogli, M. Giacomin, G. Guida +4 more
2010Decision Support Systems6 citations
Semantic Scholar
Estimation of minimum sample size for identification of the most important features: a case study providing a qualitative B2B sales data set
M. Bohanec, Dunajska cesta Sl Ljubljana Slovenia Salvirt Ltd., M. Borstnar, M. Robnik-Sikonja
20175 citations Open access
Semantic Scholar
QTvity: advancing students' engagement during lectures by using mobile devices
B. Cestnik, M. Bohanec, T. Urbancic
2015International Conference on Computer Systems and Technologies5 citations
Semantic Scholar
Qualitative Assessment of Data-Mining Workflows
M. Žnidaršič, M. Bohanec, Nejc Trdin
2012Decision Support Systems5 citations
Semantic Scholar
Ranking of qualitative decision options using copulas
Biljana Mileva-Boshkoska, M. Bohanec
2011OR5 citations
Semantic Scholar

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