Saso Karakatic

According to our database, Saso Karakatic authored at least 28 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Adaptive Boosting Method for Mitigating Ethnicity and Age Group Unfairness.

Ivona Colakovic, Saso Karakatic

SN Comput. Sci., January, 2024

On-chain zero-knowledge machine learning: An overview and comparison.

Vid Kersic, Saso Karakatic, Muhamed Turkanovic

J. King Saud Univ. Comput. Inf. Sci., 2024

How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition.

Pedro C. Neto, Ivona Colakovic, Saso Karakatic, Ana Filipa Sequeira

CoRR, 2024

2023

DynFS: dynamic genotype cutting feature selection algorithm.

Dusan Fister, Iztok Fister Jr., Saso Karakatic

J. Ambient Intell. Humaniz. Comput., December, 2023

FairBoost: Boosting supervised learning for learning on multiple sensitive features.

Ivona Colakovic, Saso Karakatic

Knowl. Based Syst., November, 2023

2022

Software system comparison with semantic source code embeddings.

Saso Karakatic, Aleksej Milosevic, Tjasa Hericko

Empir. Softw. Eng., 2022

NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms.

Saso Pavlic, Iztok Fister Jr., Saso Karakatic

Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

Improved Boosted Classification to Mitigate the Ethnicity and Age Group Unfairness.

Ivona Colakovic, Saso Karakatic

Proceedings of the 11th International Conference on Data Science, 2022

2021

Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm.

Saso Karakatic

Expert Syst. Appl., 2021

2020

A Machine Learning-Based Method for Automated Blockchain Transaction Signing Including Personalized Anomaly Detection.

Blaz Podgorelec, Muhamed Turkanovic, Saso Karakatic

Sensors, 2020

2019

The Impact of Refactoring on Maintability of Java Code: A Preliminary Review.

Mitja Gradisnik, Saso Karakatic, Tina Beranic, Marjan Hericko, Goran Mausa, Tihana Galinac Grbac

Proceedings of the Eighth Workshop on Software Quality Analysis, 2019

Development of an Autonomous, Intelligent and Adaptive E-learning System.

Bostjan Sumak, Vili Podgorelec, Saso Karakatic, Kosta Dolenc, Andrej Sorgo

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Adapting God Class thresholds for software defect prediction: A case study.

Mitja Gradisnik, Tina Beranic, Saso Karakatic, Goran Mausa

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

A Blockchain- and AI-based Platform for Global Employability.

Vid Kersic, Primoz Stukelj, Aida Kamisalic, Saso Karakatic, Muhamed Turkanovic

Proceedings of the Blockchain and Applications - International Congress, 2019

2018

Sensors and Functionalities of Non-Invasive Wrist-Wearable Devices: A Review.

Aida Kamisalic, Iztok Fister Jr., Muhamed Turkanovic, Saso Karakatic

Sensors, 2018

Building boosted classification tree ensemble with genetic programming.

Saso Karakatic, Vili Podgorelec

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting.

Saso Karakatic, Marjan Hericko, Vili Podgorelec

Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Experiments with Lazy Evaluation of Classification Decision Trees Made with Genetic Programming.

Saso Karakatic, Marjan Hericko, Vili Podgorelec

Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

2016

Improved classification with allocation method and multiple classifiers.

Saso Karakatic, Vili Podgorelec

Inf. Fusion, 2016

The Performance of Allocation Method on Imbalanced Data.

Saso Karakatic, Marjan Hericko, Vili Podgorelec

Proceedings of the Information Modelling and Knowledge Bases XXVIII, 2016

2015

A survey of genetic algorithms for solving multi depot vehicle routing problem.

Saso Karakatic, Vili Podgorelec

Appl. Soft Comput., 2015

Using similarity-based selection in evolutionary design of decision trees.

Leon Bosnjak, Saso Karakatic, Vili Podgorelec

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

A Novel Approach to Generating Test Cases with Genetic Programming.

Saso Karakatic, Tina Schweighofer

Proceedings of the Knowledge Management in Organizations - 10th International Conference, 2015

Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms.

Saso Karakatic, Marjan Hericko, Vili Podgorelec

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Visualizing Ontologies: Challenges and Proposed Solution.

Sasa Kuhar, Saso Karakatic, Jernej Flisar, Marjan Hericko, Vili Podgorelec

Proceedings of the Information Modelling and Knowledge Bases XXVII, 2015

Evolving balanced decision trees with a multi-population genetic algorithm.

Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Márcio P. Basgalupp

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Predicting Grades Based on Students' Online Course Activities.

Ales Cernezel, Saso Karakatic, Bostjan Brumen, Vili Podgorelec

Proceedings of the Knowledge Management in Organizations - 9th International Conference, 2014

Heuristic Crossover Operator for Evolutionary Induced Decision Trees.

Saso Karakatic, Vili Podgorelec

Proceedings of the ECTA 2014, 2014