1. EEG-based finger movement classification with intrinsic time-scale decompositionMurside Degirmenci, Yilmaz Kemal Yuce, Matjaž Perc, Yalcin Isler, 2024, original scientific article Keywords: brain-computer interfaces, electroencephalogram, feature reduction, machine learning, finger movements classification, time series analysis Published in DKUM: 16.04.2025; Views: 0; Downloads: 0
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2. Evaluation of ▫$Au/ZrO_2$▫ catalysts prepared via postsynthesis methods in ▫$CO_2$▫ hydrogenation to methanolT. Vikram Sagar, Janez Zavašnik, Matjaž Finšgar, Nataša Novak Tušar, Albin Pintar, 2022, original scientific article Abstract: Au nanoparticles supported on ZrO2 enhance its surface acidic/basic properties to produce
a high yield of methanol via the hydrogenation of CO2. Amorphous ZrO2-supported 0.5–1 wt.% Au
catalysts were synthesized by two methods, namely deposition precipitation (DP) and impregnation
(IMP), characterized by a variety of techniques, and evaluated in the process of CO2 hydrogenation
to methanol. The DP-method catalysts were highly advantageous over the IMP-method catalyst. The
DP method delivered samples with a large surface area, along with the control of the Au particle
size. The strength and number of acidic and basic sites was enhanced on the catalyst surface. These
surface changes attributed to the DP method greatly improved the catalytic activity when compared
to the IMP method. The variations in the surface sites due to different preparation methods exhibited
a huge impact on the formation of important intermediates (formate, dioxymethylene and methoxy)
and their rapid hydrogenation to methanol via the formate route, as revealed by means of in situ
DRIFTS (diffuse reflectance infrared Fourier transform spectroscopy) analysis. Finally, the rate of
formation of methanol was enhanced by the increased synergy between the metal and the support. Published in DKUM: 10.04.2025; Views: 0; Downloads: 3
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3. Addressing the needs of the rapidly aging society through the development of multifunctional bioactive coatings for orthopedic applicationsTinkara Mastnak, Uroš Maver, Matjaž Finšgar, 2022, review article Abstract: The unprecedented aging of the world’s population will boost the need for orthopedic
implants and expose their current limitations to a greater extent due to the medical complexity of
elderly patients and longer indwelling times of the implanted materials. Biocompatible metals with
multifunctional bioactive coatings promise to provide the means for the controlled and tailorable
release of different medications for patient-specific treatment while prolonging the material’s lifespan
and thus improving the surgical outcome. The objective of this work is to provide a review of several
groups of biocompatible materials that might be utilized as constituents for the development of
multifunctional bioactive coatings on metal materials with a focus on antimicrobial, pain-relieving,
and anticoagulant properties. Moreover, the review presents a summary of medications used in
clinical settings, the disadvantages of the commercially available products, and insight into the latest
development strategies. For a more successful translation of such research into clinical practice, extensive knowledge of the chemical interactions between the components and a detailed understanding
of the properties and mechanisms of biological matter are required. Moreover, the cost-efficiency of
the surface treatment should be considered in the development process. Keywords: biomaterials, orthopedic implants, multifunctional coatings, drug delivery, antimicrobial, pain relief Published in DKUM: 09.04.2025; Views: 0; Downloads: 1
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4. Youth participation for sustainable value creation : the role and prioritization of SDGsTatjana Borojević, Nataša Petrović, Jelena Andreja Radaković, Hajdana Glomazić, Milan Radojičić, Nemanja Milenković, Damjan Maletič, Matjaž Maletič, 2023, original scientific article Abstract: Young people play a pivotal role in instigating and driving significant changes. The impact of individuals’ involvement in environmental conservation, community development, and social change initiatives for sustainable value creation is of considerable importance in the pursuit of the sustainable development goals (SDGs). The objective of this study is to examine the contribution of youth engagement in the creation of sustainable value by analyzing their comprehension and prioritization of the 17 SDGs, with the goal of achieving sustainable development and sustainability. The researchers conducted a study on a sample of 1085 individuals between the ages of 14 and 30, who were selected from three distinct countries within the Western Balkan region—the Republic of Serbia, Bosnia and Herzegovina, and the Republic of Northern Macedonia. The data were analyzed using factor analysis in conjunction with descriptive and inferential statistics. The survey findings indicate that poverty, hunger, and access to adequate healthcare are the primary SDGs and societal challenges confronting the youth in these nations. Furthermore, it emphasizes the significance of both formal and informal education among youth as a catalyst for societal transformation for sustainable value creation. Keywords: youth, youth participation, sustainable value creation, sustainable development goals, prioritization of sustainable development goals Published in DKUM: 07.04.2025; Views: 0; Downloads: 2
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5. Raziskave v marketinguMatjaž Iršič, Borut Milfelner, 2025 Abstract: Monografija celovito predstavlja faze raziskovalnega procesa v marketingu, od opredelitve problemov do zbiranja, analize podatkov in oblikovanja poročil. Razlaga metode, kot so strukturirane in nestrukturirane tehnike spraševanja, opazovanja, panelne raziskave in druge metode. Poudarjena je kakovost raziskovalnega procesa, ki zahteva usklajeno sodelovanje med managementom in marketinškimi raziskovalci. Obravnavano je tudi vzorčenje, kjer raziskovalci uravnavajo natančnost podatkov. Monografija se osredotoča tudi na metode zbiranja podatkov, ključne za razumevanje ustreznega raziskovanja vedenja odjemalcev in delovanja trgov. Poudarjeni sta ustrezna interpretacija podatkov za učinkovito odločanje in zaključna faza raziskovalnega procesa, ki vsebuje pripravo poročila in implementacijo rezultatov raziskave. Monografija ponuja smernice za preprečevanje napak in omogoča uvajanje relevantnega pristop k raziskavam v marketingu. Keywords: primarni in sekundarni podatki, oblikovanje vzorca, spraševanje, opazovanje, analiza podatkov, priprava raziskovalnega projekta Published in DKUM: 07.04.2025; Views: 0; Downloads: 3
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6. Two-by-two ordinal patterns in art paintingsMateus M. Tarozo, Arthur A. B. Pessa, Luciano Zunino, Osvaldo A. Rosso, Matjaž Perc, Haroldo V. Ribeiro, 2025, original scientific article Abstract: Quantitative analysis of visual arts has recently expanded to encompass a more extensive array of artworks due to the availability of large-scale digitized art collections. Consistent with formal analyses by art historians, many of these studies highlight the significance of encoding spatial structures within artworks to enhance our understanding of visual arts. However, defining universally applicable, interpretable, and sufficiently simple units that capture the essence of paintings and their artistic styles remains challenging. Here, we examine ordering patterns in pixel intensities within two-by-two partitions of images from nearly 140,000 paintings created over the past 1,000 years. These patterns, categorized into 11 types based on arguments of continuity and symmetry, are both universally applicable and detailed enough to correlate with low-level visual features of paintings. We uncover a universal distribution of these patterns, with consistent prevalence within groups, yet modulated across groups by a nontrivial interplay between pattern smoothness and the likelihood of identical pixel intensities. This finding provides a standardized metric for comparing paintings and styles, further establishing a scale to measure deviations from the average prevalence. Our research also shows that these simple patterns carry valuable information for identifying painting styles, though styles generally exhibit considerable variability in the prevalence of ordinal patterns. Moreover, shifts in the prevalence of these patterns reveal a trend in which artworks increasingly diverge from the average incidence over time; however, this evolution is neither smooth nor uniform, with substantial variability in pattern prevalence, particularly after the 1930s. Keywords: spatial patterns, complexity, esthetic measure, art history, social physics Published in DKUM: 01.04.2025; Views: 0; Downloads: 3
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7. Processed food intake assortativity in the personal networks of older adultsMarian-Gabriel Hâncean, Jürgen Lerner, Matjaž Perc, José Luis Molina González, Marius Geanta, Iulian Oană, Bianca-Elena Mihǎilǎ, 2025, original scientific article Abstract: Existing research indicates that dietary habits spread through social networks, yet the impact on populations in Eastern Europe, particularly in rural areas, is less understood. We examine the influence of personal networks on the consumption of high-salt processed foods among individuals in rural Romania, with a specific focus on older adults. Using a personal network analysis, we analyze data from 83 participants of varying ages and their social contacts through multi-level regression models. The inclusion of participants across a wider age range allows us to capture the broader dynamics of social networks, reflecting the intergenerational nature of rural communities. Our findings reveal assortativity in dietary habits, indicating that individuals cluster with others who share similar food consumption patterns. Our results underscore the need for public health interventions that account for the influence of social networks on dietary behavior, as addressing high salt intake and its associated health risks may require considering the broader social context beyond older adults. The study contributes to understanding the social determinants of dietary behaviors and highlights the role of personal networks in shaping food choices in vulnerable populations. Keywords: processed food, older adults, social networks, assortativity, Romania, Eastern Europe Published in DKUM: 31.03.2025; Views: 0; Downloads: 3
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8. Energy intake models for intermittent operation of dead-end microfiltration filling lineJure Ravnik, Gorazd Bombek, Aleš Hribernik, Timi Gomboc, Matej Zadravec, Aleks Kapun, Grega Hrovat, Jure Gradišek, Matjaž Hriberšek, 2022, original scientific article Abstract: In filling lines equipped with membrane separation devices in the form of filters energy,
consumption is only one of the important working parameters, the other being sustainable filter
performance in terms of separation efficiency. As the filling line is typically equipped with a valve,
intermittent operation of the filter is an important form of its use. Whereas the overall energy
consumption of the filtration process is governed by the continuous operation mode, the intermittent
mode, characterised by opening/closing of the valve, contributes most to problems of filter failure,
i.e., the breakthrough of filtered particles through the membrane. A model for determination of the
energy intake of a microfiltration membrane during the opening and closing of a valve is presented
in this work. The model is based on computational analysis of the pressure wave signals recorded
during the opening/closing of the valve using Fourier transform, and expressed in a nondimensional
filter area specific energy intake form. The model is applied to a case of constant pressure dead-end
microfiltration with three filter types: a single membrane filter, a stacked filter and a pleated filter
with filtration surface areas ranging from 17.7 cm2
to 2000 cm2. Both clean filters, as well as partially clogged filter cases are taken into account. Second order polynomial models of the energy intake are developed and evaluated based on extensive analysis of the experimental data. The analysis of energy intake results show that the largest energy intake was observed for the clean filter case. When membrane fouling occurs at the constant flow rate values it leads to larger energy intake, however,
due to a decreasing specific flow rate during fouling these values do not exceed the clean filter case. Keywords: membrane filtration, water hammer effect, membrane energy intake, filter clogging Published in DKUM: 28.03.2025; Views: 0; Downloads: 1
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9. Experimental and mathematical investigation of anaerobic granulate density via settling velocityAljaž Klasinc, Gregor Drago Zupančič, Matjaž Hriberšek, Aleš Hribernik, Aleksandra Lobnik, Matej Zadravec, 2022, original scientific article Abstract: The objective of this study was to determine the density of anaerobic granules on different
heights of a full-scale Upflow Anaerobic Sludge Bed reactor. The density was defined through the
settling velocities of anaerobic granules, measured in a full-scale Upflow Anaerobic Sludge Bed
reactor. In this study, granular density was calculated with the measured settling velocities and
developed mathematical model. The developed mathematical model is based on the Stokes model.
In the experiment, granules were taken from different heights of an Upflow Anaerobic Sludge Bed
reactor, from 0.6 to 7.6 m. The granules’ diameters varied between 1 and 5 mm. The granules were
taken from six different heights through the reactor. The settling velocity of the active granules
(with gas in the granule pore and on the surface of the granule) was measured first. After the active
granules’ settling velocity measurement, the granules were placed in a vortex to obtain degassed
granules (granules without any gas in the pores or on the surface), for which the settling velocities
were also measured later. It is shown that granules’ densities at different heights are independent of
the reactor height. Keywords: Upflow Anaerobic Sludge Bed reactor, microstructure, anaerobic granular sludge, settling velocity, density Published in DKUM: 26.03.2025; Views: 0; Downloads: 4
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10. Microstructure and indentation properties of single-roll and twin-roll casting of a quasicrystal-forming Al-Mn-Cu-Be alloyFranc Zupanič, Matjaž Macerl, Toshio Haga, Tonica Bončina, 2022, original scientific article Abstract: In this investigation, strips of an experimental Al-Mn-Cu-Be alloy were manufactured by
high-speed single-roll and twin-roll casting to stimulate the formation of a quasicrystalline phase
during solidification. The strips were characterised by light microscopy, scanning and transmission
electron microscopy, microchemical analysis, and X-ray diffraction. Indentation testing was used to
determine the mechanical responses of the strips in different areas. A smooth surface was achieved
on both sides of the twin-roll-cast strip, while the free surface of the single-roll-cast strip was rough.
The microstructures in both strips consisted of an Al-rich solid solution matrix embedding several
intermetallic phases Θ-Al2Cu, Be4Al (Mn, Cu), Al15Mn3Be2 and icosahedral quasicrystalline phase
(IQC). The microstructure of the single-roll-cast strip was more uniform than that of the twin-roll-cast
strip. Coarse Al15Mn3Be2 particles appeared in both alloys, especially at the centre of the twinroll strip. These coarse particles adversely affected the strength and ductility. Nevertheless, both
casting methods provided high-cooling rates, enabling the formation of metastable phases, such as
quasicrystals. However, improvements in alloy composition and casting procedure are required to
obtain enhanced microstructures and properties. Keywords: single-roll casting, twin roll casting, microstructure, quasicrystal, hardness, aluminium, characterisation Published in DKUM: 24.03.2025; Views: 0; Downloads: 2
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