Metaheuristics

Classification of Similar Sports Images Using Convolutional Neural Network with Hyper-Parameter Optimization
With the exponential growth of the presence of sport in the media, the need for effective classification of sports images has become …
Vili Podgorelec, Špela Pečnik, Grega Vrbančič
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Transfer Learning With Adaptive Fine-Tuning
With the utilization of deep learning approaches, the key factors for a successful application are sufficient datasets with reliable …
Grega Vrbančič, Vili Podorelec
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Identification of COVID-19 X-ray Images using CNN with Optimized Tuning of Transfer Learning
At this early stage in the COVID-19 epidemic, researchers are looking for all possible insights into the new corona virus SARS-CoV-2. …
Grega Vrbančič, Špela Pečnik, Vili Podgorelec
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On the Potential of the Nature-Inspired Algorithms for Pure Binary Classification
With the advent of big data, interest for new data mining methods has increased dramatically. The main drawback of traditional data …
Iztok Jr. Fister, Iztok Fister, Dušan Fister, Grega Vrbančič, Vili Podgorelec
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Transfer Learning Tuning Utilizing Grey Wolf Optimizer for Identification of Brain Hemorrhage from Head CT Images
Most commonly, diagnosing the brain hemorrhage - a condition caused by a brain artery busting and causing bleeding is done by medical …
Grega Vrbančič, Milan Zorman, Vili Podgorelec
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Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification
The rapid growth of data and the need for its proper analysis still presents a big problem for intelligent data analysis and machine …
Lucija Brezočnik, Iztok Jr. Fister, Grega Vrbančič
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