Saso Karakatic

33 papers B 1C 5Journal 14Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive User-Centric Method for Evaluating and Comparing XAI Explanations.
Int. J. Hum. Comput. Interact.
Sasa Brdnik, Saso Karakatic, Bostjan Sumak
2025 J jnl
Fostering fairness in image classification through awareness of sensitive data.
Appl. Soft Comput.
Ivona Colakovic, Saso Karakatic
2025 — conf
Non-experts' Trust in XAI is Unreasonably High.
xAI (5)
Sasa Brdnik, Ivona Colakovic, Saso Karakatic
2024 J jnl
Adaptive Boosting Method for Mitigating Ethnicity and Age Group Unfairness.
SN Comput. Sci.
Ivona Colakovic, Saso Karakatic
2024 J jnl
GATree: Evolutionary decision tree classifier in Python.
J. Open Source Softw.
Tadej Lahovnik, Saso Karakatic
2024 — conf
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition.
ECCV Workshops (20)
Pedro C. Neto, Ivona Colakovic, Saso Karakatic, Ana Filipa Sequeira
2024 J jnl
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition.
CoRR
Pedro C. Neto, Ivona Colakovic, Saso Karakatic, Ana Filipa Sequeira
2024 J jnl
On-chain zero-knowledge machine learning: An overview and comparison.
J. King Saud Univ. Comput. Inf. Sci.
Vid Kersic, Saso Karakatic, Muhamed Turkanovic
2023 J jnl
DynFS: dynamic genotype cutting feature selection algorithm.
J. Ambient Intell. Humaniz. Comput.
Dusan Fister, Iztok Fister Jr., Saso Karakatic
2023 J jnl
FairBoost: Boosting supervised learning for learning on multiple sensitive features.
Knowl. Based Syst.
Ivona Colakovic, Saso Karakatic
2022 C conf
Improved Boosted Classification to Mitigate the Ethnicity and Age Group Unfairness.
DATA
Ivona Colakovic, Saso Karakatic
2022 C conf
NiaNet: A framework for constructing Autoencoder architectures using nature-inspired algorithms.
FedCSIS
Saso Pavlic, Iztok Fister Jr., Saso Karakatic
2022 J jnl
Software system comparison with semantic source code embeddings.
Empir. Softw. Eng.
Saso Karakatic, Aleksej Milosevic, Tjasa Hericko
2021 J jnl
Optimizing nonlinear charging times of electric vehicle routing with genetic algorithm.
Expert Syst. Appl.
Saso Karakatic
2020 J jnl
A Machine Learning-Based Method for Automated Blockchain Transaction Signing Including Personalized Anomaly Detection.
Sensors
Blaz Podgorelec, Muhamed Turkanovic, Saso Karakatic
2019 — conf
A Blockchain- and AI-based Platform for Global Employability.
BLOCKCHAIN
Vid Kersic, Primoz Stukelj, Aida Kamisalic, Saso Karakatic, Muhamed Turkanovic
2019 — conf
Adapting God Class thresholds for software defect prediction: A case study.
MIPRO
Mitja Gradisnik, Tina Beranic, Saso Karakatic, Goran Mausa
2019 — conf
Development of an Autonomous, Intelligent and Adaptive E-learning System.
MIPRO
Bostjan Sumak, Vili Podgorelec, Saso Karakatic, Kosta Dolenc, Andrej Sorgo
2019 — conf
The Impact of Refactoring on Maintability of Java Code: A Preliminary Review.
SQAMIA
Mitja Gradisnik, Saso Karakatic, Tina Beranic, Marjan Hericko, Goran Mausa, Tihana Galinac Grbac
2018 — conf
Building boosted classification tree ensemble with genetic programming.
GECCO (Companion)
Saso Karakatic, Vili Podgorelec
2018 J jnl
Sensors and Functionalities of Non-Invasive Wrist-Wearable Devices: A Review.
Sensors
Aida Kamisalic, Iztok Fister Jr., Muhamed Turkanovic, Saso Karakatic
2017 C conf
Experiments with Lazy Evaluation of Classification Decision Trees Made with Genetic Programming.
IJCCI
Saso Karakatic, Marjan Hericko, Vili Podgorelec
2017 — conf
Improving Genetic Programming for Classification with Lazy Evaluation and Dynamic Weighting.
IJCCI (Selected Papers)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
2016 J jnl
Improved classification with allocation method and multiple classifiers.
Inf. Fusion
Saso Karakatic, Vili Podgorelec
2016 C conf
The Performance of Allocation Method on Imbalanced Data.
EJC
Saso Karakatic, Marjan Hericko, Vili Podgorelec
2015 — conf
A Novel Approach to Generating Test Cases with Genetic Programming.
KMO
Saso Karakatic, Tina Schweighofer
2015 J jnl
A survey of genetic algorithms for solving multi depot vehicle routing problem.
Appl. Soft Comput.
Saso Karakatic, Vili Podgorelec
2015 B conf
Evolving balanced decision trees with a multi-population genetic algorithm.
CEC
Vili Podgorelec, Saso Karakatic, Rodrigo C. Barros, Márcio P. Basgalupp
2015 — conf
Using similarity-based selection in evolutionary design of decision trees.
MIPRO
Leon Bosnjak, Saso Karakatic, Vili Podgorelec
2015 C conf
Visualizing Ontologies: Challenges and Proposed Solution.
EJC
Sasa Kuhar, Saso Karakatic, Jernej Flisar, Marjan Hericko, Vili Podgorelec
2015 — conf
Weighting and Sampling Data for Individual Classifiers and Bagging with Genetic Algorithms.
IJCCI (ECTA)
Saso Karakatic, Marjan Hericko, Vili Podgorelec
2014 — conf
Heuristic Crossover Operator for Evolutionary Induced Decision Trees.
IJCCI (ECTA)
Saso Karakatic, Vili Podgorelec
2014 — conf
Predicting Grades Based on Students' Online Course Activities.
KMO
Ales Cernezel, Saso Karakatic, Bostjan Brumen, Vili Podgorelec