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Št. zadetkov: 6
AI model for industry classification based on website data
Timotej Jagrič, Aljaž Herman
Izvirni znanstveni članek
Oznake: industry classification;BERT transformer;business descriptions;multiclass text classification;AI;
This paper presents a broad study on the application of the BERT (Bidirectional Encoder Representations from Transformers) model for multiclass text classification, specifically focusing on categorizing business descriptions into 1 of 13 distinct industry categories. The study involved a detailed fi ...
Leto: 2024 Vir: Ekonomsko-poslovna fakulteta (UM EPF)
Modeliranje cen nepremičnin - primer stanovanjskih hiš
Aljaž Herman, Timotej Jagrič, Marko Jakovac
Magistrsko delo
Oznake: magistrska dela;nepremičninski trg;stanovanjske hiše;modeliranje;regresija;cenilka najmanjših kvadratov;
V magistrskem delu je obravnavan model napovedi oz. ocene cene nepremičnin za primer stanovanjskih hiš, ki temelji na principu multiple regresije. Analiza, ocena parametrov in testiranje ustreznosti modela je izvedeno na osnovi realnih podatkov, pridobljenih iz Evidence trga nepremičnin. Vzorec zaje ...
Leto: 2023 Vir: Fakulteta za naravoslovje in matematiko (UM FNM)
Meta analysis of business valuation solutions –are AI based methods better?
Aljaž Herman, Damijan Mumel, Timotej Jagrič
Pregledni znanstveni članek
Oznake: business valuation;traditional and advanced valuation methods;machine learning;neural networks;artificial intelligence;
Purpose of the article–this article addresses the challenge of accurately assessing business value in today's dynamic environment, exploring the limitations of traditional valuation methods and the potential of modern, technology-driven approaches.Research methodology–the study uses qualitat ...
Leto: 2024 Vir: Ekonomsko-poslovna fakulteta (UM EPF)
Detecting potential investors in crypto assets
Timotej Jagrič, Aljaž Herman, Davor Luetić, Damijan Mumel
Izvirni znanstveni članek
Oznake: crypto investors;identification;characteristics;machine learning;coarse tree model;artificial intelligence;
This study explores the characteristics of individual investors in crypto asset markets using machine learning and explainable artificial intelligence (XAI) methods. The primary objective was to identify the most effective model for predicting the likelihood of an individual investing in crypto asse ...
Leto: 2025 Vir: Ekonomsko-poslovna fakulteta (UM EPF)
Private firm valuation using multiples
Timotej Jagrič, Dušan Fister, Stefan Otto Grbenic, Aljaž Herman
Izvirni znanstveni članek
Oznake: private firm valuation;multiples;peer group;peer selection;artificial intelligence;self-organizing map;
Forming optimal peer groups is a crucial step in multiplier valuation. Among others, the traditional regression methodology requires the definition of the optimal set of peer selection criteria and the optimal size of the peer group a priori. Since there exists no universally applicable set of close ...
Leto: 2024 Vir: Ekonomsko-poslovna fakulteta (UM EPF)
Active filter reference calculations based on customers' current harmonic emissions
Aljaž Špelko, Boštjan Blažič, Igor Papič, Leopold Herman
Izvirni znanstveni članek
Oznake: referenca aktivnega filtra;emisije harmonikov;kakovost električne energije;referenčne impedance;active filter reference;harmonic emission;power quality;reference impedances;
This paper deals with harmonics compensation in industrial and distribution networks using an active filter (AcF). When defining the AcF’s reference current, it is important to properly consider the network background harmonic distortion. Within this paper, we propose an AcF reference current calcul ...
Leto: 2021 Vir: Fakulteta za elektrotehniko (UL FE)
Št. zadetkov: 6
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