| 2025 | SOFTCOM | Transfer Learning with Fine-Tuning for Air Pollution Forecasting. | Grega Vrbancic, Jana Jankovic, Vili Podgorelec |
| 2024 | SISY | Towards Green AI by Reducing Training Effort of Recurrent Neural Networks Using Hyper-Parameter Optimization with Dynamic Stopping Criteria. | Vili Podgorelec, Iztok Fister, Grega Vrbancic |
| 2020 | ICCS | On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification. | Iztok Fister Jr., Iztok Fister, Dusan Fister, Grega Vrbancic, Vili Podgorelec |
| 2020 | INISTA | Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning. | Grega Vrbancic, Spela Pecnik, Vili Podgorelec |
| 2018 | GECCO | Building boosted classification tree ensemble with genetic programming. | Saso Karakatic, Vili Podgorelec |
| 2017 | IJCCI | Experiments with Lazy Evaluation of Classification Decision Trees Made with Genetic Programming. | Saso Karakatic, Marjan Hericko, Vili Podgorelec |
| 2017 | IJCCI | Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting. | Saso Karakatic, Marjan Hericko, Vili Podgorelec |
| 2016 | EJC | The Performance of Allocation Method on Imbalanced Data. | Saso Karakatic, Marjan Hericko, Vili Podgorelec |
| 2015 | CEC | Evolving balanced decision trees with a multi-population genetic algorithm. | Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Mrcio P. Basgalupp |
| 2015 | EJC | Visualizing Ontologies: Challenges and Proposed Solution. | Sasa Kuhar, Saso Karakatic, Jernej Flisar, Marjan Hericko, Vili Podgorelec |
| 2015 | IJCCI | Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms. | Saso Karakatic, Marjan Hericko, Vili Podgorelec |
| 2015 | SAC | Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic. | Mrcio P. Basgalupp, Rodrigo C. Barros, Vili Podgorelec |
| 2014 | IJCCI | Heuristic Crossover Operator for Evolutionary Induced Decision Trees. | Saso Karakatic, Vili Podgorelec |
| 2012 | IV | Ontology Visualization for Domain Experts: A New Solution. | Sasa Kuhar, Vili Podgorelec |
| 2010 | ADBIS | Expert-Assisted Classification Rules Extraction Algorithm. | Vili Podgorelec |
| 2009 | EJC | Adoption of Semantic Web Technologies for Developing Medical Software Systems and Services. | Vili Podgorelec, Bostjan Grasic |
| 2007 | CBMS | Supporting Collaboration of Medical Informatics Researchers and Teams. | Vili Podgorelec, Luka Pavlic |
| 2007 | CBMS | Managing Diagnostic Process Data Using Semantic Web. | Vili Podgorelec, Luka Pavlic |
| 2006 | CBMS | Using Visual Interpretation of Small Ensembles in Microarray Analysis. | Gregor Stiglic, Matej Mertik, Vili Podgorelec, Peter Kokol |
| 2005 | CBMS | Improving Mining of Medical Data by Outliers Prediction. | Vili Podgorelec, Marjan Hericko, Ivan Rozman |
| 2002 | AMIA | Searching for New Patterns in Medical Data with Evolutionary Programming. | Peter Kokol, Vili Podgorelec, Milojka Molan Stiglic |
| 2002 | CBMS | Testing Reliability of Medical Software. | Vili Podgorelec, Marjan Hericko, Matjaz B. Juric, Ivan Rozman |
| 2002 | CBMS | Searching for ew Patterns in Cardiovascular Data. | Vili Podgorelec, Peter Kokol, Milojka Molan Stiglic |
| 2002 | ECAI | AREX - Classification Rules Extracting Algorithm Based on Automatic Programming. | Vili Podgorelec, Peter Kokol, Ivan Rozman |
| 2001 | CBMS | Cross-Learning on Multiple Databases in the Case of Acute Appendicitis. | Vili Podgorelec, Milan Zorman, Peter Kokol, Hans-Peter Eich, Christian Ohmann |
| 2001 | CBMS | Evolving Groups of Basic Decision Trees. | Matej Sprogar, Peter Kokol, Milan Zorman, Vili Podgorelec, Lenka Lhotsk, Jir Klma |
| 2000 | CBMS | Decision Tree's Induction Strategies Evaluated on a Hard Real World Problem. | Milan Zorman, Vili Podgorelec, Peter Kokol, Margaret G. E. Peterson, Joseph M. Lane |
| 2000 | EUROGP | Fighting Program Bloat with the Fractal Complexity Measure. | Vili Podgorelec, Peter Kokol |
| 1999 | CBMS | Some Ideas About Intelligent Medical System Design. | Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman |
| 1999 | CBMS | Medical Diagnosis Prediction using Genetic Programming. | Vili Podgorelec, Peter Kokol, Jernej Zavrsnik |
| 1998 | CBMS | Diagnostic Process Optimisation with Evolutionary Programming. | Peter Kokol, Vili Podgorelec, Ivan Malcic |
| 1998 | SMC | Quest for the information: using intelligent search for finding telemedical sites. | Milan Zorman, Vili Podgorelec, Peter Kokol |