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Uporaba programskega jezika Julia za namene podatkovne znanosti
Programski jezik Julia je v zadnjih letih pridobil veliko pozornosti zaradi svoje edinstvene kombinacije zmožnosti programiranja na …
Tadej Lahovnik, Grega Vrbančič, Vili Podgorelec
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Profiling the Arion rufus snails with computer vision
Smart agriculture takes advantage of modern computational approaches that vary from IoT, cloud computing, and artificial intelligence. …
Grega Vrbančič, Rok Kukovec, Vili Podgorelec, Sancho Salcedo-Sanz, Iztok Jr. Fister
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Digital Transformation Using Artificial Intelligence and Machine Learning: An Electrical Energy Consumption Case
Companies nowadays eagerly compete in providing their customers with the best possible services, where the companies in the electrical …
Vili Podgorelec, Sašo Karaktič, Iztok Jr. Fister, Lucija Brezočnik, Špela Pečnik, Grega Vrbančič
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A Strategy for Applying Open Data Initiatives
The advances of information technology have brought us to a period of increasingly rapid creation,sharing and exchange of information. …
Lucija Brezočnik, Gregor Polančič, Sašo Karakatič, Grega Vrbančič, Špela Pečnik, Vili Podgorelec
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Synthetic Data Augmentation of Cycling Sport Training Datasets
Planning sport sessions automatically is becoming a very important aspect of improving an athlete’s fitness. So far, many …
Iztok Fister, Grega Vrbančič, Vili Podgorelec, Iztok Jr. Fister
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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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Performance Study of Bat Algorithm Running on Embedded Hardware
Bat algorithm belongs to a class of swarm intelligence algorithms. Comparing to the other stochastic nature-inspired population-based …
Iztok Jr. Fister, Grega Vrbančič, Tomaž Hozjan, Iztok Fister, Vili Podgorelec
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