Marko Bohanec
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Marko Bohaneccomputer-science Degrees
Computer Science
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Data Mining
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#127
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Machine Learning
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Artificial Intelligence
#1991
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#2025
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Computer Science
Marko Bohanec's Degrees
- PhD Computer Science University of Ljubljana
- Masters Computer Science University of Ljubljana
- Bachelors Computer Science University of Ljubljana
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(Suggest an Edit or Addition)Marko Bohanec's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- The Analytic Hierarchy Process (2004) (10059)
- DEX: An Expert System Shell for Decision Support • (1990) (181)
- Decision Support (2008) (179)
- Trading Accuracy for Simplicity in Decision Trees (1994) (143)
- Applications of qualitative multi-attribute decision models in health care (2000) (112)
- Perturbation-Based Explanations of Prediction Models (2018) (111)
- A qualitative multi-attribute model for economic and ecological assessment of genetically modified crops (2008) (108)
- Explaining machine learning models in sales predictions (2017) (103)
- DEX Methodology: Three Decades of Qualitative Multi-Attribute Modeling (2013) (98)
- A multi-criteria assessment of tourist farm service quality. (2009) (92)
- Integrating soil quality changes to arable agricultural systems following organic matter addition, or adoption of a ley-arable rotation (2010) (85)
- Multi-Attribute Decision Modeling: Industrial Applications of DEX (1999) (84)
- Machine Learning by Function Decomposition (1997) (83)
- Learning by Discovering Concept Hierarchies (1999) (81)
- Data mining and visualization for decision support and modeling of public health-care resources (2007) (77)
- A function-decomposition method for development of hierarchical multi-attribute decision models (2004) (73)
- KNOWLEDGE ACQUISITION AND EXPLANATION FOR MULTI-ATTRIBUTE DECISION MAKING ∗ (1988) (69)
- Evaluation of effects of transgenic Bt maize on microarthropods in a European multi-site experiment (2007) (62)
- Sustainability assessment of crop protection systems: SustainOS methodology and its application for apple orchards (2012) (57)
- Feature Transformation by Function Decomposition (1998) (54)
- A qualitative multi-attribute model for assessing the impact of cropping systems on soil quality (2007) (54)
- PD_Manager: an mHealth platform for Parkinson's disease patient management (2017) (53)
- Responses by earthworms to reduced tillage in herbicide tolerant maize and Bt maize cropping systems (2007) (50)
- Development of DEX-HOP multi-attribute decision model for preliminary hop hybrids assessment (2011) (47)
- Knowledge-based portfolio analysis for project evaluation (1995) (47)
- Data Mining and Decision Support (2003) (44)
- Towards the ecotourism: a decision support model for the assessment of sustainability of mountain huts in the Alps. (2010) (40)
- A multi-criteria decision-making model for classifying wood products with respect to their impact on environment (2010) (39)
- Modelling impacts of cropping systems: Demands and solutions for DEX methodology (2008) (38)
- Evaluating options by combined qualitative and quantitative methods (1992) (36)
- Guidelines to design models assessing agricultural sustainability, based upon feedbacks from the DEXi decision support system (2015) (35)
- DECISION MAKING: A COMPUTER-SCIENCE AND INFORMATION-TECHNOLOGY VIEWPOINT (2009) (32)
- proDEX - A DSS tool for environmental decision-making (2006) (29)
- Decision-making framework with double-loop learning through interpretable black-box machine learning models (2017) (28)
- An Experiment in Participative Environmental Decision Making (2006) (26)
- Knowledge engineering techniques for utility identification (1988) (26)
- Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models (2018) (25)
- A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia (2017) (23)
- Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts (2015) (20)
- A Personal Decision Support System for Heart Failure Management (HeartMan): study protocol of the HeartMan randomized controlled trial (2018) (20)
- SIGMO: A decision support System for Identification of genetically modified food or feed products (2017) (20)
- Constructing Intermediate Concepts by Decomposition of Real Functions (1997) (20)
- A Method for Ranking Non-Linear Qualitative Decision Preferences using Copulas (2012) (20)
- Orange and Decisions-at-Hand: Bridging Predictive Data Mining and Decision Support (2001) (19)
- Evaluating public administration e-portals (2006) (18)
- Organizational Learning Supported by Machine Learning Models Coupled with General Explanation Methods: A Case of B2B Sales Forecasting (2017) (18)
- Combining human analysis and machine data mining to obtain credible data relations (2014) (16)
- A decision support system for Parkinson disease management: expert models for suggesting medication change (2018) (16)
- Function Decomposition in Machine Learning (2001) (15)
- Relating clinical and neurophysiological assessment of spasticity by machine learning (1997) (14)
- Multi-Attribute Modelling of Economic and Ecological Impacts of Cropping Systems (2004) (14)
- A management decision support system for allocating housing loans (1996) (14)
- Ranking of Business Process Simulation Software Tools with DEX/QQ Hierarchical Decision Model (2016) (14)
- Authentication of key aroma compounds in apple using stable isotope approach. (2019) (14)
- Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX (2017) (13)
- Conceptual Representations for Computational Concept Creation (2019) (13)
- Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure (2021) (12)
- A Qualitative Decision-Support Model for Evaluating Researchers (2007) (12)
- A schema for using multiple knowledge (1994) (12)
- A Dataset Decomposition Approach to Data Mining and Machine Discovery (1997) (11)
- Architecture of an Active Life-Event Portal: A Knowledge-Based Approach (2004) (11)
- mHealth Platform for Parkinson’s Disease Management (2015) (11)
- Automatic revision of qualitative multi-attribute decision models (2007) (10)
- A Qualitative Multi-attribute Model for Economic and Ecological Evaluation of Genetically Modified Crops (2005) (10)
- A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial (2020) (10)
- Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition (1998) (10)
- Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors (2015) (10)
- Integration of machine learning insights into organizational learning: A case of B2B sales forecasting (2015) (10)
- Hierarchical Multi-Attribute Decision Support Approach to Virtual Organization Creation (2005) (10)
- Improving appraisal of sustainability of energy options – A view from Slovenia (2016) (10)
- Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries (2018) (10)
- Intelligent systems applications (2001) (10)
- Decision Support for Medication Change of Parkinson's Disease Patients (2020) (8)
- The Co-Extra Decision Support System: A Model-Based Integration of Project Results (2012) (8)
- KNOWLEDGE-BASED EXPLANATION IN MULTI-ATTRIBUTE DECISION MAKING (1993) (8)
- Qualitative Multi-attribute Modeling and its Application in Housing (2001) (8)
- Intelligent response to highway traffic situations and road incidents (2008) (8)
- HeartMan DSS: A decision support system for self-management of congestive heart failure (2021) (8)
- Evaluation of Life-Event Portals: Multi-attribute Model and Case Study (2003) (8)
- Five Decision Support Applications (2003) (7)
- Integrating Decision Support and Data Mining by Hierarchical Multi-Attribute Decision Models (2001) (7)
- Hot Stock or Not? A Qualitative Multi-Attribute Model to Detect Financial Market Manipulation (2013) (7)
- MULTI-CRITERIA DEX MODELS: AN OVERVIEW AND ANALYSIS (2017) (6)
- Evaluation models for housing loan allocation in the context of floats (1998) (6)
- Ranking of qualitative decision options using copulas (2011) (6)
- A Hierarchical Multi-Attribute Model for Bank Reputational Risk Assessment (2014) (6)
- Supporting DSS Acceptability through a User-Centered Design Methodology: Experiences in Emergency Management (2010) (6)
- A Combined Data Mining and Decision Support Approach to Educational Planning (2003) (6)
- Tank VIII Sustaining Quality of Life through Tourism Environmental Education and Ecotourism : A Case Study of Protected Areas in the Alps (2008) (6)
- Integration of Data Mining and Decision Support (2003) (5)
- QTvity: advancing students' engagement during lectures by using mobile devices (2015) (5)
- Qualitative Assessment of Data-Mining Workflows (2012) (5)
- Large and Tall Buildings: A case study in the (2002) (5)
- Induction of Concept Hierarchies from Noisy Data (2000) (5)
- A Concept of Rule-Based Decision Support Systems (1987) (5)
- PTAH: A System for Supporting Nosocomial Infection Therapy (1997) (4)
- Qualitative Model Approach to Computer Assisted Reasoning in Physiology (1998) (4)
- A multi-attribute decision method for assessing the overall sustainability of crop protection strategies: a case study based on apple production in Europe (2013) (4)
- Categorization of Numerical Values for DEX Hierarchical Models (2003) (4)
- Estimation of minimum sample size for identification of the most important features: a case study providing a qualitative B2B sales data set (2017) (4)
- SMAC Advisor : A Decision-Support Tool on Coexistence of Genetically-Modified and Conventional Maize (2006) (4)
- Knowledge-Based Evaluation of Higher Education Institutions (1997) (4)
- Project Self-evaluation Methodology : the Healthreats Project Case Study (2009) (4)
- Monitoring and assessment of anthropogenic activities in mountain lakes: a case of the Fifth Triglav Lake in the Julian Alps (2016) (4)
- DEX (Decision EXpert): A Qualitative Hierarchical Multi-criteria Method (2022) (4)
- Monitoring Human Resources of a Public Health-Care System Through Intelligent Data Analysis and Visualization (2007) (4)
- Hierarchical multi-attribute models for decision support in the management of diabetic foot syndrome (1999) (3)
- DEX METHODOLOGY : THIRTY THREE YEARS OF QUALITATIVE MULTI-ATTRIBUTE MODELING (2012) (3)
- A decision-support approach to severe accident management in nuclear power plants (2020) (3)
- Data-based revision of probability distributions in qualitative multi-attribute decision models (2005) (3)
- Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults (2019) (3)
- Number of Instances for Reliable Feature Ranking in a Given Problem (2018) (3)
- DECISION SUPPORT MODEL FOR THE ASSESSMENT OF BANK REPUTATIONAL RISK (2013) (3)
- A Software Architecture for Data Pre-Processing using Data Mining and Decision Support Models (2001) (3)
- Concept Discovery by Decision Table Decomposition and its Application in Neurophysiology (1997) (3)
- Handling uncertainty in DEX methodology (2010) (3)
- Qualitative modeling of fruit fly injuries on chayote in Réunion: Development and transfer to users (2021) (3)
- Trading accuracy for simplicity in decision trees (2004) (3)
- Primary health-care network monitoring: a hierarchical resource allocation modeling approach. (2010) (3)
- An indicator-based MCDA framework for ex ante assessment of the sustainability of cropping systems (2007) (3)
- Supporting decisions about the introduction of genetically modified crops (2008) (3)
- Decision Support for the Comparative Evaluation and Selection of Analytical Methods: Detection of Genetically Modified Organisms as an Example (2018) (3)
- Data Mining for Decision Support: An Application in Public Health Care (2005) (3)
- Multi-Criteria Partner Selection in Virtual Organizations (2008) (3)
- Static Stability Analysis Method for Fuzzy Rule-Chaining Real-Time Systems (1996) (3)
- A qualitative multi-criteria modelling approach to the assessment of electric energy production technologies in Slovenia (2016) (2)
- Monitoring and assessment of anthropogenic activities in mountain lakes: a case of the Fifth Triglav Lake in the Julian Alps. (2016) (2)
- Hierarchical Multi-Attribute Decision Models and Their Application in Health Care (1999) (2)
- Resource Modeling and Analysis of Regional Public Health Care Data by Means of Knowledge Technologies (2005) (2)
- INTERDISCIPLINARY DESCRIPTION OF COMPLEX SYSTEMS Scientific Journal (2009) (2)
- A multicriteria decision method assessing the overall sustainability of new crop protection strategies: the case of apple growing in Europe (2010) (2)
- Complex Decision Rules in DEX Methodology: jRule Algorithm and Performance Analysis (2019) (2)
- DEXiTree : A PROGRAM FOR PRETTY DRAWING OF TREES (2007) (2)
- Towards detection of unknown GMOs (2012) (2)
- Ranking of non-linear qualitative decision preferences using copulas (2011) (2)
- A Participatory Approach to Designing Decision Support Systems in Emergency Management (2014) (2)
- DECISION SUPPORT FOR A WASTE ELECTRICAL AND ELECTRONIC EQUIPMENT TREATMENT SYSTEM (2006) (1)
- Qualitative risk assessment for adventitious presence of unauthorized genetically modified organisms (2009) (1)
- IPSIM-Cirsium, a Qualitative Expert-Based Model to Predict Infestations of Cirsium arvense (2021) (1)
- From Data and Models to Decision Support Systems: Lessons and Advice for the Future (2021) (1)
- Conceptual Representations for Concept Creation (2019) (1)
- NON-LINEAR METHODS FOR RANKING QUALITATIVE NON-MONOTONE DECISION PREFERENCES (2010) (1)
- A QUALITATIVE MULTI-CRITERIA MODEL FOR THE EVALUATION OF ELECTRIC ENERGY PRODUCTION TECHNOLOGIES IN SLOVENIA (2015) (1)
- ECML/PKDD-2002 Workshop IDDM-2002 2 nd International Workshop on Integration and Collaboration Aspects of Data Mining, Decision Support and Meta-Learning (2002) (1)
- Data-Driven Revision of Decision Models (2009) (1)
- Qualitative Multiple Criteria Models with Cycles: A Preliminary Study with Method DEX (2017) (1)
- Revision of Qualitative Multi-Attribute Decision Models (2004) (1)
- DEX2Web - A Web-Based Software Implementing the Multiple-Criteria Decision-Making Method DEX (2021) (1)
- Implementation problems of decision support system for nosocomial infection. (1997) (1)
- Experimental evaluation of methods for ranking qualitatively assessed data-mining workflows (2012) (1)
- Data Presentation Methods for Monitoring a Public Health-Care System (2007) (1)
- Conceptual Design of a Decision Support Tool for Severe Accident Management in Nuclear Power Plants (2019) (1)
- Biodiversity and soil quality in agroecosystems: the use of a qualitative multi-attribute model. (2009) (0)
- Guidelines to design models assessing agricultural sustainability, based upon feedbacks from the DEXi decision support system (2015) (0)
- ConCreTe Concept Creation Technology Project Number : 611733 Small or Medium-Scale Focused Research Project ICT-Future and Emerging Technologies ( FET ) D 2 . 1 : Review of Conceptual Representations University of Helsinki Version : Final (0)
- A Knowledge-Based Advising System for Choosing Sports (1992) (0)
- Proceedings of the IFIP DSS 2018: 19th Open Conference of the IFIP WG 8.3 on Decision Support Systems (2018) (0)
- Discovering dependencies between domains of redox potential and plant defence through triplet extraction and copulas (2018) (0)
- Modeling of Hop Alpha-Acid Contents for Decision Making in a Hop Industry (2010) (0)
- Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX (2016) (0)
- Extracting decision models for ski injury prediction from data (2023) (0)
- Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models (2017) (0)
- Representing Examples by Examples (1995) (0)
- Transferring DEXi Qualitative Decision Models into Decision Deck Platform through the XMCDA Standard (2010) (0)
- Modelling of alpha-acid content early prediction by hops (Humulus lupulus L.). (2009) (0)
- Lessons Learned From Data Mining, Decision Support and Collaboration (2003) (0)
- Stability Analysis of Real-Time Systems : Porting Crisp Methods to Fuzzy yBla (2007) (0)
- INTEGRATING DEXI EVALUATION MODELS INTO DECISION DECK d2 SOFTWARE (2010) (0)
- Experience with Multi-Attribute Decision Models in Decision Support on Genetically Modified Organisms (2010) (0)
- Copula-based decision support system for quality ranking in the manufacturing of electronically commutated motors (2013) (0)
- Detection of dependencies between literature domains through relation extraction and copulas (2016) (0)
- PL 2 Hydrogen and Oxygen Stable Isotopes to Trace Ecosystem Water Fluxes : Interdisciplinary Challenges and New Opportunities (2018) (0)
- Decision Support Systems for Parkinson ’ s Disease : State of the Art and the “ PD _ manager ” Approach (2015) (0)
- Chapter 16 LARGE AND TALL BUILDINGS A case study in the application of decision support and data (2003) (0)
- A multi-attribute decision method assessing the overall sustainability of crop protection strategies: a case on apple production in Europe (2012) (0)
- Large and Tall Buildings (2003) (0)
- To Appear in Ieee Expert Spec. Issue on Feature Transformation and Subset Selection Feature Transformation by Function Decomposition (1997) (0)
- Different Choices between Study and Working-A Case Study in the Application of Decision Support (2015) (0)
- A DSS Model for Selection of Computer on Module Based on PROMETHEE and DEX Methods (2018) (0)
- BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization (2022) (0)
- Approximating DEX Utility Functions with Methods UTA and ACUTA (2019) (0)
- Descr ibing Decision Suppor t, Data Mining, and Text/Web Mining Studies in SolEuNet (2002) (0)
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What Schools Are Affiliated With Marko Bohanec?
Marko Bohanec is affiliated with the following schools:
