36 citations · 120 across the 25 of their papers we have counts for
4 papers · 1 filter
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification
Irina Barašin, Blaž Bertalanič, Mihael Mohorčič +1
Time series classification is a relevant step supporting decision-making processes in various domains, and deep neural models have shown promising performance in this respect. Desp…
An Overview and Solution for Democratizing AI Workflows at the Network Edge
Andrej Čop, Blaž Bertalanič, Carolina Fortuna
With the process of democratization of the network edge, hardware and software for networks are becoming available to the public, overcoming the confines of traditional cloud provi…
Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin
Carolina Fortuna, Vid Hanžel, Blaž Bertalanič
Domain specific digital twins, representing a digital replica of various segments of the smart grid, are foreseen as able to model, simulate, and control the respective segments. A…
Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph
Vid Hanžel, Blaž Bertalanič, Carolina Fortuna
Due to growing population and technological advances, global electricity consumption, and consequently also CO2 emissions are increasing. The residential sector makes up 25% of glo…