Grega Vrbancic

According to our database, Grega Vrbancic authored at least 11 papers between 2018 and 2024.

Collaborative distances:

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

2024

Employing Feature Engineering for River Stage Forecasting to Improve Hybrid Model Performance.

Anna Maria Mihel, Spela Pecnik, Grega Vrbancic, Jonatan Lerga, Nino Krvavica

Proceedings of the International Conference on Software, 2024

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

Proceedings of the 22nd IEEE Jubilee International Symposium on Intelligent Systems and Informatics, 2024

2022

Efficient ensemble for image-based identification of Pneumonia utilizing deep CNN and SGD with warm restarts.

Grega Vrbancic, Vili Podgorelec

Expert Syst. Appl., 2022

2021

Synthetic Data Augmentation of Cycling Sport Training Datasets.

Iztok Fister, Grega Vrbancic, Vili Podgorelec, Iztok Fister Jr.

ICO, 2021

2020

Transfer Learning With Adaptive Fine-Tuning.

Grega Vrbancic, Vili Podgorelec

IEEE Access, 2020

Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning.

Grega Vrbancic, Spela Pecnik, Vili Podgorelec

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification.

Iztok Fister Jr., Iztok Fister, Dusan Fister, Grega Vrbancic, Vili Podgorelec

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Parameter Setting for Deep Neural Networks Using Swarm Intelligence on Phishing Websites Classification.

Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec

Int. J. Artif. Intell. Tools, 2019

Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification.

Lucija Brezocnik, Iztok Fister Jr., Grega Vrbancic

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

NiaPy: Python microframework for building nature-inspired algorithms.

Grega Vrbancic, Lucija Brezocnik, Uros Mlakar, Dusan Fister, Iztok Fister Jr.

J. Open Source Softw., 2018

Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network: Case Study on Phishing Websites Classification.

Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec

Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018