Saso Karakatic

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Vehicle Routing

Lazy Evaluation

Genetic Programming

Top Venues

Publications

Ivona Colakovic, Saso Karakatic
Adaptive Boosting Method for Mitigating Ethnicity and Age Group Unfairness. SN Comput. Sci. 5 (1) (2024)
Ivona Colakovic, Saso Karakatic
FairBoost: Boosting supervised learning for learning on multiple sensitive features. Knowl. Based Syst. 280 (2023)
Dusan Fister, Iztok Fister Jr., Saso Karakatic
DynFS: dynamic genotype cutting feature selection algorithm. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Saso Pavlic, Iztok Fister Jr., Saso Karakatic
NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms. FedCSIS (2022)
Saso Karakatic, Aleksej Milosevic, Tjasa Hericko
Software system comparison with semantic source code embeddings. Empir. Softw. Eng. 27 (3) (2022)
Ivona Colakovic, Saso Karakatic
Improved Boosted Classification to Mitigate the Ethnicity and Age Group Unfairness. DATA (2022)
Saso Karakatic
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm. Expert Syst. Appl. 164 (2021)
Blaz Podgorelec, Muhamed Turkanovic, Saso Karakatic
A Machine Learning-Based Method for Automated Blockchain Transaction Signing Including Personalized Anomaly Detection. Sensors 20 (1) (2020)
Vid Kersic, Primoz Stukelj, Aida Kamisalic, Saso Karakatic, Muhamed Turkanovic
A Blockchain- and AI-based Platform for Global Employability. BLOCKCHAIN (2019)
Mitja Gradisnik, Saso Karakatic, Tina Beranic, Marjan Hericko, Goran Mausa, Tihana Galinac Grbac
The Impact of Refactoring on Maintability of Java Code: A Preliminary Review. SQAMIA (2019)
Mitja Gradisnik, Tina Beranic, Saso Karakatic, Goran Mausa
Adapting God Class thresholds for software defect prediction: A case study. MIPRO (2019)
Bostjan Sumak, Vili Podgorelec, Saso Karakatic, Kosta Dolenc, Andrej Sorgo
Development of an Autonomous, Intelligent and Adaptive E-learning System. MIPRO (2019)
Saso Karakatic, Vili Podgorelec
Building boosted classification tree ensemble with genetic programming. GECCO (Companion) (2018)
Aida Kamisalic, Iztok Fister Jr., Muhamed Turkanovic, Saso Karakatic
Sensors and Functionalities of Non-Invasive Wrist-Wearable Devices: A Review. Sensors 18 (6) (2018)
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)
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)
Saso Karakatic, Tina Schweighofer
A Novel Approach to Generating Test Cases with Genetic Programming. KMO (2015)
Leon Bosnjak, Saso Karakatic, Vili Podgorelec
Using similarity-based selection in evolutionary design of decision trees. MIPRO (2015)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms. IJCCI (ECTA) (2015)
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)