Vili Podgorelec

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 33

Top Venues

Publications

Iztok Fister Jr., Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz, Andreas Holzinger
NarmViz: A novel method for visualization of time series numerical association rules for smart agriculture. Expert Syst. J. Knowl. Eng. 41 (3) (2024)
Iztok Fister Jr., Dusan Fister, Vili Podgorelec, Iztok Fister
Profiling the carbon footprint of performance bugs. CoRR (2024)
Iztok Fister Jr., Iztok Fister, Dusan Fister, Vili Podgorelec, Sancho Salcedo-Sanz
A comprehensive review of visualization methods for association rule mining: Taxonomy, challenges, open problems and future ideas. Expert Syst. Appl. 233 (2023)
Iztok Fister Jr., Iztok Fister, Dusan Fister, Vili Podgorelec, Sancho Salcedo-Sanz
A comprehensive review of visualization methods for association rule mining: Taxonomy, Challenges, Open problems and Future ideas. CoRR (2023)
Iztok Fister Jr., Dusan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz
Time series numerical association rule mining variants in smart agriculture. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Grega Vrbacic, Spela Pecnik, Vili Podgorelec
Hyper-parameter optimization of convolutional neural networks for classifying COVID-19 X-ray images. Comput. Sci. Inf. Syst. 19 (1) (2022)
Sasa Brdnik, Vili Podgorelec, Tjasa Hericko
Utilizing Interaction Metrics in a Virtual Learning Environment for Early Prediction of Students' Academic Performance. SQAMIA (2022)
Sasa Brdnik, Bostjan Sumak, Vili Podgorelec
Aligning Learners' Expectations and Performance by Learning Analytics Systemwith a Predictive Model. CoRR (2022)
Iztok Fister Jr., Dusan Fister, Iztok Fister, Vili Podgorelec, Sancho Salcedo-Sanz
Time series numerical association rule mining variants in smart agriculture. CoRR (2022)
Grega Vrbancic, Vili Podgorelec
Efficient ensemble for image-based identification of Pneumonia utilizing deep CNN and SGD with warm restarts. Expert Syst. Appl. 187 (2022)
Iztok Fister, Grega Vrbancic, Vili Podgorelec, Iztok Fister Jr.
Synthetic Data Augmentation of Cycling Sport Training Datasets. ICO (2021)
Jernej Flisar, Vili Podgorelec
Improving Short Text Classification using Information from DBpedia Ontology. Fundam. Informaticae 172 (3) (2020)
Grega Vrbancic, Vili Podgorelec
Transfer Learning With Adaptive Fine-Tuning. IEEE Access 8 (2020)
Grega Vrbancic, Spela Pecnik, Vili Podgorelec
Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning. INISTA (2020)
Iztok Fister Jr., Vili Podgorelec, Iztok Fister
Improved Nature-Inspired Algorithms for Numeric Association Rule Mining. ICO (2020)
Iztok Fister Jr., Iztok Fister, Dusan Fister, Grega Vrbancic, Vili Podgorelec
On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification. ICCS (5) (2020)
Bostjan Sumak, Vili Podgorelec, Saso Karakatic, Kosta Dolenc, Andrej Sorgo
Development of an Autonomous, Intelligent and Adaptive E-learning System. MIPRO (2019)
Goran Mausa, Tihana Galinac Grbac, Lucija Brezocnik, Vili Podgorelec, Marjan Hericko
Software Metrics as Identifiers of Defect Occurrence Severity. SQAMIA (2019)
Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec
Parameter Setting for Deep Neural Networks Using Swarm Intelligence on Phishing Websites Classification. Int. J. Artif. Intell. Tools 28 (6) (2019)
Jernej Flisar, Vili Podgorelec
Identification of Self-Admitted Technical Debt Using Enhanced Feature Selection Based on Word Embedding. IEEE Access 7 (2019)
Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec
Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network: Case Study on Phishing Websites Classification. WIMS (2018)
Lucija Brezocnik, Iztok Fister Jr., Vili Podgorelec
Scrum Task Allocation Based on Particle Swarm Optimization. BIOMA (2018)
Saso Karakatic, Vili Podgorelec
Building boosted classification tree ensemble with genetic programming. GECCO (Companion) (2018)
Jernej Flisar, Vili Podgorelec
Document Enrichment using DBPedia Ontology for Short Text Classification. WIMS (2018)
Jernej Flisar, Vili Podgorelec
Enhanced Feature Selection Using Word Embeddings for Self-Admitted Technical Debt Identification. SEAA (2018)
Miha Pavlinek, Vili Podgorelec
Text classification method based on self-training and LDA topic models. Expert Syst. Appl. 80 (2017)
Bojan Zlahtic, Peter Kokol, Milan Zorman, Vili Podgorelec, Grega Zlahtic
Knowledge management in organisations: mapping the research literature. Int. J. Web Eng. Technol. 12 (1) (2017)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
Experiments with Lazy Evaluation of Classification Decision Trees Made with Genetic Programming. IJCCI (2017)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting. IJCCI (Selected Papers) (2017)
Luka Pavlic, Marjan Hericko, Vili Podgorelec, Polona Repolusk
An Entropy-Based Algorithm for Proposing a Suitable Design Pattern. Informatica 27 (4) (2016)
Ales Bosnjak, Vili Podgorelec
Upgrade of a current research information system with ontologically supported semantic search engine. Expert Syst. Appl. 66 (2016)
Saso Karakatic, Vili Podgorelec
Improved classification with allocation method and multiple classifiers. Inf. Fusion 31 (2016)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
The Performance of Allocation Method on Imbalanced Data. EJC (2016)
Saso Karakatic, Vili Podgorelec
A survey of genetic algorithms for solving multi depot vehicle routing problem. Appl. Soft Comput. 27 (2015)
Sasa Kuhar, Saso Karakatic, Jernej Flisar, Marjan Hericko, Vili Podgorelec
Visualizing Ontologies: Challenges and Proposed Solution. EJC (2015)
Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Márcio P. Basgalupp
Evolving balanced decision trees with a multi-population genetic algorithm. CEC (2015)
Mitja Gradisnik, Vili Podgorelec, Marjan Hericko
An Analysis of the Content of Knowledge Management-Related Courses. KMO (2015)
Peter Kokol, Bojan Zlahtic, Grega Zlahtic, Milan Zorman, Vili Podgorelec
Knowledge Management in Organizations - A Bibliometric Analysis of Research Trends. KMO (2015)
Leon Bosnjak, Saso Karakatic, Vili Podgorelec
Using similarity-based selection in evolutionary design of decision trees. MIPRO (2015)
Márcio P. Basgalupp, Rodrigo C. Barros, Vili Podgorelec
Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic. SAC (2015)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms. IJCCI (ECTA) (2015)
Luka Pavlic, Vili Podgorelec, Marjan Hericko
A question-based design pattern advisement approach. Comput. Sci. Inf. Syst. 11 (2) (2014)
Rok Zontar, Ivan Rozman, Vili Podgorelec
Mapping Ontologies to Objects using a Transformation based on Description Logics. Inf. Technol. Control. 43 (3) (2014)
Saso Karakatic, Vili Podgorelec
Heuristic Crossover Operator for Evolutionary Induced Decision Trees. IJCCI (ECTA) (2014)
Ales Cernezel, Saso Karakatic, Bostjan Brumen, Vili Podgorelec
Predicting Grades Based on Students' Online Course Activities. KMO (2014)
Vili Podgorelec, Matej Sprogar, Sandi Pohorec
Evolutionary design of decision trees. WIREs Data Mining Knowl. Discov. 3 (2) (2013)
Luka Pavlic, Marjan Hericko, Vili Podgorelec
Entropy- and Ontology-Based E-Services Proposing Approach. KMO (2012)
Peter Kokol, Sandi Pohorec, Gregor Stiglic, Vili Podgorelec
Evolutionary design of decision trees for medical application. WIREs Data Mining Knowl. Discov. 2 (3) (2012)
Sasa Kuhar, Vili Podgorelec
Ontology Visualization for Domain Experts: A New Solution. IV (2012)
Vili Podgorelec
Ontology and Rule Based Inferring on Project Teams. ADNTIIC (2011)
Vili Podgorelec, Mitja Gradisnik
Combining Semantic Web Technologies and Rule-Based Systems for Building Advanced Medical Applications. ADNTIIC (2011)
Vili Podgorelec
Expert-Assisted Classification Rules Extraction Algorithm. ADBIS (2010)
Vili Podgorelec, Bostjan Grasic, Luka Pavlic
Medical diagnostic process optimization through the semantic integration of data resources. Comput. Methods Programs Biomed. 95 (2-S1) (2009)
Vili Podgorelec, Bostjan Grasic
Adoption of Semantic Web Technologies for Developing Medical Software Systems and Services. EJC (2009)
Peter Kokol, Vili Podgorelec, Mateja Verlic
Introduction to the special issue. Comput. Methods Programs Biomed. 95 (2-S1) (2009)
Luka Pavlic, Marjan Hericko, Vili Podgorelec, Ivan Rozman
Improving Design Pattern Adoption with An Ontology-Based Repository. Informatica (Slovenia) 33 (2) (2009)
Luka Pavlic, Marjan Hericko, Vili Podgorelec
Improving design pattern adoption with Ontology-Based Design Pattern Repository. ITI (2008)
Vili Podgorelec, Luka Pavlic, Marjan Hericko
Semantic Web Based Integration of Knowledge Resources for Supporting Collaboration. Informatica (Slovenia) 31 (1) (2007)
Vili Podgorelec, Luka Pavlic
Managing Diagnostic Process Data Using Semantic Web. CBMS (2007)
Vili Podgorelec, Marjan Hericko
Estimating software complexity from UML models. ACM SIGSOFT Softw. Eng. Notes 32 (2) (2007)
Vili Podgorelec, Luka Pavlic
Supporting Collaboration of Medical Informatics Researchers and Teams. CBMS (2007)
Gregor Stiglic, Matej Mertik, Vili Podgorelec, Peter Kokol
Using Visual Interpretation of Small Ensembles in Microarray Analysis. CBMS (2006)
Vili Podgorelec, Peter Kokol, Milojka Molan Stiglic, Marjan Hericko, Ivan Rozman
Knowledge discovery with classification rules in a cardiovascular dataset. Comput. Methods Programs Biomed. 80 (Supplement-1) (2005)
Vili Podgorelec
Complexity-driven Evolution of Decision Graphs for Classification of Medical Data. Informatica (Slovenia) 29 (1) (2005)
Vili Podgorelec, Marjan Hericko, Ivan Rozman
Improving Mining of Medical Data by Outliers Prediction. CBMS (2005)
Maurizio Pighin, Vili Podgorelec, Peter Kokol
Fault-Threshold Prediction with Linear Programming Methodologies. Empir. Softw. Eng. 8 (2) (2003)
Vili Podgorelec, Marjan Hericko, Matjaz B. Juric, Ivan Rozman
Testing Reliability of Medical Software. CBMS (2002)
Vili Podgorelec, Peter Kokol, Ivan Rozman
AREX - Classification Rules Extracting Algorithm Based on Automatic Programming. ECAI (2002)
Peter Kokol, Vili Podgorelec, Milojka Molan Stiglic
Searching for New Patterns in Medical Data with Evolutionary Programming. AMIA (2002)
Maurizio Pighin, Vili Podgorelec, Peter Kokol
Program Risk Definition via Linear Programming Techniques. IEEE METRICS (2002)
Vili Podgorelec, Peter Kokol
Evolutionary induced decision trees for dangerous software modules prediction. Inf. Process. Lett. 82 (1) (2002)
Vili Podgorelec, Peter Kokol, Milojka Molan Stiglic
Searching for ew Patterns in Cardiovascular Data. CBMS (2002)
Peter Kokol, Vili Podgorelec, Milan Zorman, Matej Sprogar, Maurizio Pighin
An Analysis of Software Correctness Prediction Methods. APAQS (2001)
Vili Podgorelec, Milan Zorman, Peter Kokol, Hans-Peter Eich, Christian Ohmann
Cross-Learning on Multiple Databases in the Case of Acute Appendicitis. CBMS (2001)
Matej Sprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Ryuichi Yamamoto, Gou Masuda, Norihiro Sakamoto
Supporting Medical Decisions with Vector Decision Trees. MedInfo (2001)
Matej Sprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Lenka Lhotská, Jirí Kléma
Evolving Groups of Basic Decision Trees. CBMS (2001)
Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret G. E. Peterson, Matej Sprogar, Milan Ojstersek
Finding the right decision tree's induction strategy for a hard real world problem. Int. J. Medical Informatics 63 (1-2) (2001)
Matej Sprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Lenka Lhotská, Jirí Kléma
Notes on Medical Decision Model Creation. ISMDA (2001)
Vili Podgorelec, Janez Brest, Peter Kokol
medical decision support systems. Int. J. Medical Informatics 58 (2000)
Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret G. E. Peterson, Joseph M. Lane
Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem. CBMS (2000)
Vili Podgorelec, Peter Kokol
Fighting Program Bloat with the Fractal Complexity Measure. EuroGP (2000)
Vili Podgorelec, Peter Kokol, Andrej Kunej
Nuclear Power Plant Preventive Maintenance Planting Using Genetic Algorithms. IEA/AIE (2000)
Peter Kokol, Vili Podgorelec, Francis Dion, Rich de Loach
Intellectual energy in software design. ACM SIGSOFT Softw. Eng. Notes 25 (3) (2000)
Peter Kokol, Vili Podgorelec, Henri Habrias, Nassim Hadj Rabia
Ranking the Complexity of NIAM Conceptual Schemas by Alpha Metric. ACM SIGPLAN Notices 35 (3) (2000)
Peter Kokol, Vili Podgorelec, Ana Isabel Cardoso, Francis Dion
Assessing the state of the software process development using the chaos theory. ACM SIGSOFT Softw. Eng. Notes 25 (3) (2000)
Matej Sprogar, Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman
Vector decision trees. Intell. Data Anal. 4 (3-4) (2000)
Peter Kokol, Vili Podgorelec, Milan Zorman, Tatjana Kokol, Tatjana Njivar
Computer and Natural Language Texts - A Comparison Based on Long-Range Correlations. J. Am. Soc. Inf. Sci. 50 (14) (1999)
Vili Podgorelec, Peter Kokol, Jernej Zavrsnik
Medical Diagnosis Prediction using Genetic Programming. CBMS (1999)
Vili Podgorelec, Peter Kokol, Milan Zorman
A Fractal Software Complexity Metric Analyser. EUROCAST (1999)
Vili Podgorelec, Janez Brest, Peter Kokol
Power of Heterogeneous Computing as a Vehicle for Implementing E$^{\3}$ Medical Decision Support Systems. MIE (1999)
Spela Hleb Babic, Peter Kokol, Milan Zorman, Vili Podgorelec
The influence of class discretization to attribute hierarchy of decision trees. MIE (1999)
Vili Podgorelec
proGenesys-Program Generation Tool Based on Genetic Systems. IC-AI (1999)
Peter Kokol, Milan Zorman, Vili Podgorelec, Ana Habjanic, Tanja Medos, Majda Brumec
Decision Trees - A CIM Tool in Nursing Education. HPCN Europe (1999)
Peter Kokol, Vili Podgorelec, Henri Habrias, Nassim Hadj Rabia
The Complexity of Formal Specifications - Assessments by alpha-Metric. ACM SIGPLAN Notices 34 (6) (1999)
Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman
Some Ideas About Intelligent Medical System Design. CBMS (1999)
Vili Podgorelec, Peter Kokol
Self-Adaptation of Evolutionary Constructed Decision Trees by Information Spreading. ICANNGA (1999)
Peter Kokol, Janez Brest, Milan Zorman, Vili Podgorelec
Integration of complexity metrics with the use of decision trees. ACM SIGSOFT Softw. Eng. Notes 23 (1) (1998)
Milan Zorman, Vili Podgorelec, Peter Kokol
Quest for the information: using intelligent search for finding telemedical sites. SMC (1998)
Peter Kokol, Vili Podgorelec, Ivan Malcic
Diagnostic Process Optimisation with Evolutionary Programming. CBMS (1998)
Milan Zorman, Peter Kokol, Vili Podgorelec, Milan Ojstersek, Janez Brest
Evaluation of World Wide Web Sites Using Neural Networks and Fractal Metrics. NC (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vili Podgorelec