Grega Vrbancic

12 papers C 1Misc 3Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Transfer Learning with Fine-Tuning for Air Pollution Forecasting.
SoftCOM
Grega Vrbancic, Jana Jankovic, Vili Podgorelec
2024 Misc conf
Employing Feature Engineering for River Stage Forecasting to Improve Hybrid Model Performance.
SoftCOM
Anna Maria Mihel, Spela Pecnik, Grega Vrbancic, Jonatan Lerga, Nino Krvavica
2024 Misc conf
Towards Green AI by Reducing Training Effort of Recurrent Neural Networks Using Hyper-Parameter Optimization with Dynamic Stopping Criteria.
SISY
Vili Podgorelec, Iztok Fister, Grega Vrbancic
2022 J jnl
Efficient ensemble for image-based identification of Pneumonia utilizing deep CNN and SGD with warm restarts.
Expert Syst. Appl.
Grega Vrbancic, Vili Podgorelec
2021 — conf
Synthetic Data Augmentation of Cycling Sport Training Datasets.
ICO
Iztok Fister, Grega Vrbancic, Vili Podgorelec, Iztok Fister Jr.
2020 C conf
Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning.
INISTA
Grega Vrbancic, Spela Pecnik, Vili Podgorelec
2020 — conf
On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification.
ICCS (5)
Iztok Fister Jr., Iztok Fister, Dusan Fister, Grega Vrbancic, Vili Podgorelec
2020 J jnl
Transfer Learning With Adaptive Fine-Tuning.
IEEE Access
Grega Vrbancic, Vili Podgorelec
2019 — conf
Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification.
ADBIS (Short Papers and Workshops)
Lucija Brezocnik, Iztok Fister Jr., Grega Vrbancic
2019 J jnl
Parameter Setting for Deep Neural Networks Using Swarm Intelligence on Phishing Websites Classification.
Int. J. Artif. Intell. Tools
Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec
2018 J jnl
NiaPy: Python microframework for building nature-inspired algorithms.
J. Open Source Softw.
Grega Vrbancic, Lucija Brezocnik, Uros Mlakar, Dusan Fister, Iztok Fister Jr.
2018 — conf
Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network: Case Study on Phishing Websites Classification.
WIMS
Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec