Grega Vrbancic

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

Trained Classifiers

Binary Classification

Wrapper Feature Selection

Training Dataset

Top Venues

ADBIS (Short Papers and Workshops)

Publications

Grega Vrbancic, Vili Podgorelec
Efficient ensemble for image-based identification of Pneumonia utilizing deep CNN and SGD with warm restarts. Expert Syst. Appl. 187 (2022)
Iztok Fister, Grega Vrbancic, Vili Podgorelec, Iztok Fister Jr.
Synthetic Data Augmentation of Cycling Sport Training Datasets. ICO (2021)
Grega Vrbancic, Vili Podgorelec
Transfer Learning With Adaptive Fine-Tuning. IEEE Access 8 (2020)
Grega Vrbancic, Spela Pecnik, Vili Podgorelec
Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning. INISTA (2020)
Iztok Fister Jr., Iztok Fister, Dusan Fister, Grega Vrbancic, Vili Podgorelec
On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification. ICCS (5) (2020)
Lucija Brezocnik, Iztok Fister Jr., Grega Vrbancic
Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification. ADBIS (Short Papers and Workshops) (2019)
Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec
Parameter Setting for Deep Neural Networks Using Swarm Intelligence on Phishing Websites Classification. Int. J. Artif. Intell. Tools 28 (6) (2019)
Grega Vrbancic, Iztok Fister Jr., Vili Podgorelec
Swarm Intelligence Approaches for Parameter Setting of Deep Learning Neural Network: Case Study on Phishing Websites Classification. WIMS (2018)
Grega Vrbancic, Lucija Brezocnik, Uros Mlakar, Dusan Fister, Iztok Fister Jr.
NiaPy: Python microframework for building nature-inspired algorithms. J. Open Source Softw. 3 (23) (2018)