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61.
ImproVisAR : designing augmented reality piano roll for teaching improvisation
Jordan Aiko Deja, Sandi Štor, Ilonka Pucihar, Anuradhi Maheshya W. Weerasinghe Arachchillage, Rafael Marco Balbin, Klen Čopič Pucihar, Matjaž Kljun, 2025, izvirni znanstveni članek

Opis: Improvisation is an important skill in music instrument learning, but remains a less-taught topic in traditional piano education. To improvise effectively, learners must develop musical vocabulary, creative confidence, and comfort in performance. These demands make piano improvisation a complex teaching challenge where technology interventions may offer sup- port. Prior short-term studies on augmented piano roll visualisations have shown promise for teaching sight-reading and motor coordination in novice students. However, how such approaches can support advanced learners in acquisition of improvisational skills remains under-explored. To address this gap, we present ImproVisAR, an interactive piano training system that teaches improvisation through augmented piano roll visualisations. Concepts and tools derived from a co- design process with improvisation experts are integrated as structured learning modes. We validated the system through a four-day controlled study (n = 6) comparing an AR-based condition with a traditional sheet music condition following a mixed-methods approach to data analysis. We collected and analysed subjective ratings of cognitive load, creativity support, user-experience, expert evaluation of performances, interaction logs, and qualitative insights collected from daily post-study interviews. Our findings show that participants experienced reduced cognitive load over time, sustained engage- ment across sessions, and AR participants showed higher expert-rated scores, particularly in rhythm, flow, musicality and overall musical impression. Participants also reported greater immersion, freedom to create musical content and motiva- tion to continue playing. We discuss these findings in relation to user experience and creativity support, and offer design recommendations for AR systems that aim to teach complex, expressive skills such as musical improvisation.
Ključne besede: augmented reality, projections, piano, jazz, improvisation, training system
Objavljeno v RUP: 09.09.2025; Ogledov: 483; Prenosov: 8
.pdf Celotno besedilo (2,68 MB)
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62.
First molecular evidence of Leishmania parasites in sand flies (Diptera: Phlebotominae) from Slovenia
Gioia Bongiorno, Katja Adam, Ilaria Bernardini, Claudia Mangiapelo, Eleonora Fiorentino, Trentina Di Muccio, Vladimir Ivović, 2025, izvirni znanstveni članek

Opis: Background Sand flies (Diptera: Phlebotominae) are vectors of Leishmania spp., protozoan parasites that cause leish- maniasis, a zoonosis endemic in the Mediterranean region. Although Slovenia is not considered endemic, its proximity to affected areas and the presence of competent vectors underscore the importance of entomological surveillance. As part of the CLIMOS project, we investigated sand fly species composition, seasonal abundance, and the presence of Leishmania parasites at two sites in southwestern Slovenia: Cetore and Velike Žablje. Methods From May to October 2023, adult sand flies were collected using Centers for Disease Control and Preven- tion (CDC) miniature light traps. Specimens were morphologically identified and screened for Leishmania spp. DNA using quantitative polymerase chain reaction (PCR) targeted kinetoplast DNA, followed by species confirmation with ITS-1 nested PCR and restriction fragment length polymorphism (RFLP) analysis. Results A total of 274 sand flies were collected, predominantly Phlebotomus neglectus, P. perniciosus, and P. mascittii. Abundance peaked in July in Cetore and August in Velike Žablje, likely reflecting local climatic differences. Among 25 pools of female sand flies analyzed, Leishmania DNA was detected in three pools (12.0%), specifically in P. neglectus and P. mascittii. The cycle threshold values (Ct 35–37) indicated low parasite DNA loads. ITS-1 amplification was unsuc- cessful, likely due to low DNA concentration. Conclusions This study provides the first molecular evidence of Leishmania DNA in sand flies from Slovenia. The detection of Leishmania in P. mascittii, a species with uncertain vector competence, is particularly noteworthy and warrants further investigation. Although species identification of the parasite was not possible, the findings suggest potential for autochthonous transmission and highlight the need for continued surveillance and research in the region.
Ključne besede: sand flies, Leishmania, Slovenia, vector surveillance, seasonality
Objavljeno v RUP: 28.08.2025; Ogledov: 514; Prenosov: 4
.pdf Celotno besedilo (1,30 MB)
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63.
Modelling the spread of infectious diseases in public transport systems under varying demand patterns and capacity constraints
László Hajdu, Jovan Pavlović, Miklós Ferenz Krész, András Bóta, 2025, izvirni znanstveni članek

Opis: Understanding the dynamics of passenger interactions and their epidemiological impact across public transportation systems is crucial for both service efficiency and public health. High passenger density and close physical proximity have been shown to accelerate the spread of infectious diseases. During the COVID-19 pandemic, many public transportation companies took measures to slow down and minimize the spread of the disease. One of these measures was introducing spacing and capacity constraints on public transit vehicles. Our objective is to explore the effects of changes in demand and transportation measures from an epidemiological point of view, offering alternative measures to public transportation companies to keep the system operational while minimizing the epidemiological risk as much as possible. Our findings show that restricting vehicle capacity can significantly reduce the spread of infections, while demand-related measures have an even stronger effect. Combining these approaches offers the best solutions for balancing public health and operability.
Ključne besede: agent based modelling, infectious diseases, network analysis
Objavljeno v RUP: 27.08.2025; Ogledov: 502; Prenosov: 3
.pdf Celotno besedilo (3,94 MB)
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64.
On cubic vertex-transitive graphs of given girth
Edward Tauscher Dobson, Ademir Hujdurović, Wilfried Imrich, Ronald Ortner, 2025, izvirni znanstveni članek

Opis: A set of vertices of a graph is distinguishing if the only automorphism that preserves it is the identity. The minimal size of such sets, if they exist, is the distinguishing cost. The distinguishing costs of vertex transitive cubic graphs are well known if they are 1-arc-transitive, or if they have two edge orbits and either have girth 3 or vertex-stabilizers of order 1 or 2. There are many results about vertex-transitive cubic graphs of girth 4 with two edge orbits, but for larger girth almost nothing is known about the distinguishing costs of such graphs. We prove that cubic vertex-transitive graphs of girth 5 with two edge orbits have distinguishing cost 2, and prove the non-existence of infinite 3-arc-transitive cubic graphs of girth 6.
Ključne besede: distinguishing number, distinguishing cost, vertex-transitive cubic graphs, automorphisms
Objavljeno v RUP: 27.08.2025; Ogledov: 686; Prenosov: 4
.pdf Celotno besedilo (451,52 KB)
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65.
Homomorphisms from the Coxeter graph
Marko Orel, Draženka Višnjić, 2025, izvirni znanstveni članek

Opis: Let $S_n(\mathbb{F}_2)$ be the set of all $n\times n$ symmetric matrices with coefficients in the binary field $\mathbb{F}_2=\{0,1\}$, and let $SGL_n(\mathbb{F}_2)$ be its subset formed by invertible matrices. Let $\widehat{\Gamma}_n$ be the graph with the vertex set $S_n(\mathbb{F}_2)$ where a pair of vertices $\{A,B\}$ form an edge if and only if $rank(A-B)=1$. Similarly, let $\Gamma_n$ be the subgraph in $\widehat{\Gamma}_n$, which is induced by the set $SGL_n(\mathbb{F}_2)$. Graph $\Gamma_n$ generalizes the well-known Coxeter graph, which is isomorphic to $\Gamma_3$. Motivated by research topics in coding theory, matrix theory, and graph theory, this paper represents the first step towards the characterization of all graph homomorphisms $\Phi: \Gamma_n\to \widehat{\Gamma}_m$ where $n,m$ are positive integers. Here, the case $n=3$ is solved.
Ključne besede: preserver problems, symmetric matrices, invertible matrices, binary field, rank, graph homomorphisms, Coxeter graph
Objavljeno v RUP: 27.08.2025; Ogledov: 473; Prenosov: 5
.pdf Celotno besedilo (1,42 MB)
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66.
Risk of job loss during the COVID-19 pandemic predicts anxiety in women
Nina Krohne, Tina Podlogar, Vanja Gomboc, Meta Lavrič, Nuša Zadravec Šedivy, Diego De Leo, Vita Poštuvan, 2025, izvirni znanstveni članek

Opis: Background and Objective: During the COVID-19 pandemic, women faced unique employment-related stressors, including higher exposure to unstable working conditions, increased workload changes due to motherhood, and greater risk of infection in certain jobs. This study explores how these factors influence women’s anxiety and subjective well-being, aiming to identify vulnerable groups. Materials and Methods: 230 employed Slovene women, aged from 19 to 64 years (M = 32.60, SD = 10.41), participated in an online survey containing a State-Trait Anxiety Inventory (STAI-6), WHO-5 Well-being Index, and a set of questions regarding their occupation and demographic profile. Hierarchical linear regressions and chi-squared tests were performed. Results: The risk of job or income loss significantly predicted an increase in anxiety levels. However, despite fear of infection, none of the work-related variables predicted a significant decrease in subjective well-being. Women reporting risk of job or income loss are predominantly those with lower education and income, working students, self-employed, or working in the private sector. Conclusions: Employment insecurity is an important contributor to anxiety in women. The findings highlight the need to ensure job security, particularly for women working in precariat working conditions, as their work and economic stability prove to be vulnerable to external economic disturbances.
Ključne besede: COVID-19, women, employment insecurity, anxiety, mental health
Objavljeno v RUP: 08.08.2025; Ogledov: 531; Prenosov: 6
.pdf Celotno besedilo (289,61 KB)
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67.
Red deer resequencing reveals the importance of sex chromosomes for reconstructing Late Quaternary events
Menno J. de Jong, Gabriel Anaya, Aidin Niamir, Javier Pérez-González, Camilla Broggini, Alberto Membrillo del Pozo, Marcel Nebenfuehr, Eva de la Peña, Jordi Ruiz-Olmo, Jose Manuel Seoane, Elena Bužan, Laura Iacolina, 2025, izvirni znanstveni članek

Opis: Sex chromosomes differ in their inheritance properties from autosomes, and hence may encode complementary information about past demographic events. We compiled and analysed a range-wide resequencing dataset of the red deer (Cervus elaphus), one of the few Eurasian herbivores of the Late Pleistocene megafauna still found throughout much of its historic range. Our analyses of 144 whole genomes reveal striking discrepancies between the population clusters suggested by autosomal and X-chromosomal data. We postulate that the genetic legacy of Late Glacial population structure is better captured and preserved by the X chromosome than by autosomes, for two reasons. First, X chromosomes have a lower Ne and hence lose genetic variation faster during isolation in glacial refugia, causing increased population differentiation. Second, following postglacial recolonisation and secondary contact, immigrant males pass on their X chromosomes to female offspring only, which effectively halves the migration rate when gene flow is male-mediated. Our study illustrates how a comparison between autosomal and sex chromosomal phylogeographic signals unravels past demographic processes which otherwise would remain hidden.
Ključne besede: red deer, sex chromosome, genomics
Objavljeno v RUP: 08.08.2025; Ogledov: 434; Prenosov: 12
.pdf Celotno besedilo (8,27 MB)
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68.
Dataset of vocabulary in Uzbek primary education : extraction and analysis in case of the school corpus
Khabibulla Madatov, Sapura Sattarova, Jernej Vičič, 2025, izvirni znanstveni članek

Opis: The main goal of this research work is to determine the number of new words that a primary school pupil should know/acquire during each academic year. To accomplish this, we have created two datasets. The first dataset was compiled based on the "Explanatory Vocabulary of the Uzbek Language" (EDUL). The second dataset was created from 35 primary school textbooks for grades 1-4 approved by the Ministry of Preschool and School Education of the Republic of Uzbekistan, and it was named the "Uzbek Primary School Corpus" (UPSC) by authors. Using the "Comparative Lemma Extraction Method" (CLEM) proposed by the authors of the article, a vocabulary for grades 1-4 was created, and the problem of determining the number of new words (disregarding word forms as Uzbek is a morphologically rich language) that primary school pupils should learn each academic year was solved.
Ključne besede: Uzbek language, primary school, corpus construction, natural language processing (NLP), comparative Lemma extraction method
Objavljeno v RUP: 08.08.2025; Ogledov: 538; Prenosov: 7
.pdf Celotno besedilo (342,87 KB)
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69.
Advanced clique algorithms for protein product graphs
Janez Konc, Dušanka Janežič, 2025, izvirni znanstveni članek

Opis: In this paper, we give a comprehensive overview of the development of clique algo-rithms and their use for drug design based on the search for cliques in protein productgraphs. The maximum clique problem is a computational problem of finding largest sub-sets of vertices in a graph that are all pairwise adjacent. A related problem is the maximumweight clique problem and the highest weight k-clique problem, which both extend the al-gorithm to weighted graphs. The review covers our developed algorithms, starting with ourimproved branch-and-bound algorithm for finding maximum cliques in undirected graphsfrom 2007 up to the recent developments of algorithms for weighted graphs in 2024. Weshow the application of these algorithms to early stages of drug discovery, in particular toprotein binding site detection based on protein similarity search in large protein databasesand to protein-ligand molecular docking.
Ključne besede: cliques, protein product graphs, applications
Objavljeno v RUP: 08.08.2025; Ogledov: 506; Prenosov: 14
.pdf Celotno besedilo (506,72 KB)
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70.
Qualitative control learning can be much faster than reinforcement learning
Domen Šoberl, Ivan Bratko, 2025, izvirni znanstveni članek

Opis: Reinforcement learning has emerged as a prominent method for controlling dynamic systems in the absence of a precise mathematical model. However, its reliance on extensive interactions with the environment often leads to prolonged training periods. In this paper, we propose an alternative approach to learning control policies that focuses on learning qualitative models and uses symbolic planning to derive a qualitative plan for the control task, which is executed by an adaptive reactive controller. We conduct experiments utilizing our approach on the cart-pole problem, a standard benchmark in dynamic system control. We additionally extend this problem domain to include uneven terrains, such as driving over craters or hills, to assess the robustness of learned controllers. Our results indicate that qualitative learning offers significant advantages over reinforcement learning in terms of sample efficiency, transferability, and interpretability. We demonstrate that our proposed approach is at least two orders of magnitude more sample efficient in the cart-pole domain than the usual variants of reinforcement learning.
Ključne besede: qualitative modeling, qualitative reasoning, qualitative control, transfer learning
Objavljeno v RUP: 07.08.2025; Ogledov: 571; Prenosov: 11
.pdf Celotno besedilo (1,53 MB)
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