no code implementations • RANLP 2021 • Filip Markoski, Elena Markoska, Nikola Ljubešić, Eftim Zdravevski, Ljupco Kocarev
There is a shortage of high-quality corpora for South-Slavic languages.
no code implementations • 26 Dec 2022 • Petar Jolakoski, Arnab Pal, Trifce Sandev, Ljupco Kocarev, Ralf Metzler, Viktor Stojkoski
Detailed knowledge of individual income dynamics is crucial for investigating the existence of the American dream: Are we able to improve our income status during our working life?
no code implementations • 26 Jul 2022 • Predrag Janjic, Dimitar Solev, Ljupco Kocarev
Despite the molecular evidence that close to linear steady state I-V relationship in mammalian astrocytes reflects a total current resulting from more than one differently regulated K+ conductances, detailed ODE models of membrane voltage Vm incorporating multiple conductances are lacking.
no code implementations • 4 Sep 2021 • Viktor Stojkoski, Petar Jolakoski, Arnab Pal, Trifce Sandev, Ljupco Kocarev, Ralf Metzler
We explore the role of non-ergodicity in the relationship between income inequality, the extent of concentration in the income distribution, and mobility, the feasibility of an individual to change their position in the income distribution.
no code implementations • 4 Apr 2021 • Viktor Stojkoski, Trifce Sandev, Ljupco Kocarev, Arnab Pal
We study the effects of stochastic resetting on geometric Brownian motion (GBM), a canonical stochastic multiplicative process for non-stationary and non-ergodic dynamics.
no code implementations • 22 Dec 2020 • Ljupco Kocarev, Jasna Koteska
It is assumed that digital me is equipped with the big-five personality model, ensuring that it provides a model of some aspects of a strong AI: consciousness, free will, and intentionality.
no code implementations • 31 Oct 2020 • Viktor Stojkoski, Trifce Sandev, Lasko Basnarkov, Ljupco Kocarev, Ralf Metzler
Classical option pricing schemes assume that the value of a financial asset follows a geometric Brownian motion (GBM).
no code implementations • 17 Nov 2019 • Tamara Dimitrova, Kristijan Petrovski, Ljupco Kocarev
We show that wedges (open triads) occur more often in economic trade networks than in social networks, indicating the tendency of a country to produce/trade of a product in local structure of triads which are not closed.
no code implementations • 3 Mar 2019 • Nino Arsov, Martin Pavlovski, Ljupco Kocarev
To that end, in this paper, we derive two stability notions for decision trees and logistic regression: hypothesis and pointwise hypothesis stability.
no code implementations • 26 Jan 2019 • Nino Arsov, Martin Pavlovski, Ljupco Kocarev
We show that the hypothesis stability of stacking is a product of the hypothesis stability of each of the base models and the combiner.
no code implementations • 4 Jul 2018 • Lasko Basnarkov, Viktor Stojkoski, Zoran Utkovski, Ljupco Kocarev
A growing body of literature suggests that heavy tailed distributions represent an adequate model for the observations of log returns of stocks.
no code implementations • 29 Jun 2018 • Melanie F. Pradier, Viktor Stojkoski, Zoran Utkovski, Ljupco Kocarev, Fernando Perez-Cruz
This paper presents a Bayesian nonparametric latent feature model specially suitable for exploratory analysis of high-dimensional count data.
no code implementations • 17 Nov 2014 • Andrej Gajduk, Ljupco Kocarev
The ability to extract public opinion from web portals such as review sites, social networks and blogs will enable companies and individuals to form a view, an attitude and make decisions without having to do lengthy and costly researches and surveys.