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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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DOI
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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DOI
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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DOI
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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DOI
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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DOI
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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DOI
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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Dataset
DOI
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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DOI
Korak k samodejni integraciji in testiranju napovednih modelov strojnega učenja
Z razcvetom strojnega učenja in prodorom v vse veje gospodarstva, se nenehno povečuje tudi potreba po ustaljenih razvojnih procesih pri …
Grega Vrbančič
,
Vili Podgorelec
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DOI
SportyDataGen: An Online Generator of Endurance Sports Activity Collections
Analyzing sport data becomes, every year, more interesting for a wide spectrum of researchers in the sports domain. Recently, more and …
Iztok Jr. Fister
,
Grega Vrbančič
,
Lucija Brezočnik
,
Vili Podgorelec
,
Iztok Fister
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