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11.
Action-Based Digital Characterization of a Game Player
Damijan Novak, Domen Verber, Jani Dugonik, Iztok Fister, 2023, original scientific article

Keywords: association rule mining, digital characterization, game agent, game player, real-time strategy games
Published in DKUM: 23.05.2024; Views: 131; Downloads: 7
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12.
Attachment in close relationships and glycemic outcomes in children with type 1 diabetes
Simona Klemenčič, Jasna Klara Lipovšek, Anja Turin, Klemen Dovč, Nataša Bratina, Yael Shmueli-Goetz, Katarina Trebušak Podkrajšek, Barbka Repič-Lampret, Barbara Jenko Bizjan, Sašo Karakatič, Tadej Battelino, Maja Drobnič Radobuljac, 2023, original scientific article

Abstract: Background: Our aim was to determine whether child attachment to parents, parent attachment style, and morning cortisol levels were related to diabetes outcomes measured by average glycated hemoglobin (HbA1c), HbA1c variability over 4 years and time in range (TIR) in children with type 1 diabetes (T1D). Research design and methods: 101 children with T1D and one of their parents were assessed at baseline for child attachment (Child Attachment Interview; CAI) and parent attachment (Relationship Structures Questionnaire; ECR-RS). Serum samples were collected for cortisol measurements before the interviews. HbA1c levels were measured during a 4-year follow-up period at regular 3-monthly visits, and data for TIR were exported from blood glucose measuring devices. Multivariate linear regression models were constructed to identify independent predictors of glycemic outcomes. Results: More girls than boys exhibited secure attachment to their mothers. The results of the regression models showed that securely attached girls (CAI) had higher average HbA1c than did insecurely attached girls (B = -0.64, p = 0.03). In boys, the more insecure the parent's attachment style, the worse the child's glycemic outcome: the higher the average Hb1Ac (B = 0.51, p = 0.005), the higher the HbA1c variability (B = 0.017, p = 0.011), and the lower the TIR (B = -8.543, p = 0.002). Conclusions: Attachment in close relationships is associated with glycemic outcomes in children with T1D, and we observed significant differences between sexes. A sex- and attachment-specific approach is recommended when treating children with less favorable glycemic outcomes. Special attention and tailored support should be offered to securely attached girls in transferring responsibility for diabetes care and at least to male children of insecurely attached parents to prevent suboptimal glycemic control. Further studies in larger samples and more daily cortisol measurements may help us better understand the links between stress response, attachment and T1D.
Keywords: attachment, childhood and adolescence, cortisol, diabetes control, time in range
Published in DKUM: 21.05.2024; Views: 152; Downloads: 10
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13.
Antlion larvae localize long distant preys by a mechanism based on time diference
Vanessa Martinez, David Sillam-Dussès, Dušan Devetak, Vincent Lorent, Jan Podlesnik, 2024, original scientific article

Abstract: Pit building antlions Euroleon nostras have been submitted to artifcial cues in order to delineate their faculty to localize a prey. Series of propagating pulses in sand have been created from an extended source made of 10 piezoelectric transducers equally spaced on a line and located at a large distance from the pit. The envelope of each pulse encompasses six oscillations at a carrier frequency of 1250 Hz and up to eight oscillations at 1666 Hz. In one set of experiments, the frst wave front is followed by similar wave fronts and the antlions respond to the cue by throwing sand in the opposite direction of the wave front propagation direction. In another set of experiments, the frst wave front is randomly spatially structured while the propagation of the wave fronts inside the envelope of the pulse are not. In that case, the antlions respond less to the cue by throwing sand, and when they do, their sand throwing is more randomly distributed in direction. The fnding shows that the localization of vibration signal by antlions are based on the equivalent for hearing animals of interaural time diference in which the onset has more signifcance than the interaural phase diference.
Keywords: Euroleon nostras, localization, phase time diference, onset time diference, sand-borne vibrations
Published in DKUM: 18.04.2024; Views: 151; Downloads: 11
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14.
Time delays shape the eco‑evolutionary dynamics of cooperation
Sourav Roy, Sayantan Nag Chowdhury, Srilena Kundu, Gourab Kumar Sar, Jeet Banerjee, Biswambhar Rakshit, Prakash Chandra Mali, Matjaž Perc, Dibakar Ghosh, 2023, original scientific article

Abstract: We study the intricate interplay between ecological and evolutionary processes through the lens of the prisoner’s dilemma game. But while previous studies on cooperation amongst selfsh individuals often assume instantaneous interactions, we take into consideration delays to investigate how these might afect the causes underlying prosocial behavior. Through analytical calculations and numerical simulations, we demonstrate that delays can lead to oscillations, and by incorporating also the ecological variable of altruistic free space and the evolutionary strategy of punishment, we explore how these factors impact population and community dynamics. Depending on the parameter values and the initial fraction of each strategy, the studied eco-evolutionary model can mimic a cyclic dominance system and even exhibit chaotic behavior, thereby highlighting the importance of complex dynamics for the efective management and conservation of ecological communities. Our research thus contributes to the broader understanding of group decision-making and the emergence of moral behavior in multidimensional social systems.
Keywords: cooperation, time delay, evolutionary dynamics, social dilemma, social physics
Published in DKUM: 04.04.2024; Views: 191; Downloads: 16
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15.
Alternative sistemu "just in time" za zagonska podjetja
Andrej Papler, 2024, undergraduate thesis

Abstract: V zadnjih letih so se pojavile velike spremembe pri poslovanju podjetij in s tem tudi pri oskrbovalnih verigah, večinoma zaradi pandemije bolezni covid-19 in kasneje tudi zaradi vojne v Ukrajini. Sistem oskrbovalnih verig »just in time« deluje v stabilnem svetu, ki pa ne obstaja vedno. Zaradi pogoste nestabilnosti smo zato v diplomskem delu poiskali alternative sistemu »just in time« za zagonska podjetja, ki smo jih utemeljili na podlagi pridobljenih teoretičnih znanj. Predstavili smo šest osnovnih modelov oskrbovalnih verig, ki bi lahko delovali kot alternative sistemu »just in time« za zagonska podjetja, nato pa smo iz teh šestih modelov razvili štiri oziroma pet svojih, ki temeljijo predvsem na krožnem modelu in ostalih trendih oskrbovalnih verig ter na lastnostih zagonskih podjetij.
Keywords: oskrbovalne verige, sistem "just in time", zagonska podjetja, alternativni modeli oskrbovalnih verig
Published in DKUM: 04.04.2024; Views: 234; Downloads: 15
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Upravljanje s časom (time management) med managerji v slovenski policiji
Sani Palmer, Milan Pagon, 2003, published scientific conference contribution

Keywords: policija, policijski managerji, upravljanje s časom, time management
Published in DKUM: 19.03.2024; Views: 217; Downloads: 5
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18.
The Influence of Chestnut Extract and Its Components on Antibacterial Activity against Staphylococcus aureus
Sara Štumpf, Gregor Hostnik, Tomaž Langerholc, Maša Pintarič, Zala Kolenc, Urban Bren, 2023, original scientific article

Abstract: Increasing antimicrobial resistance has caused a great interest in natural products as alternatives or potentiators of antibiotics. The objective of this study was to isolate individual tannins from crude chestnut extract as well as to determine the influence of both crude extracts (tannic acid extract, chestnut extract) and individual pure tannins (gallic acid, vescalin, vescalagin, castalin, castalagin) on the growth of Gram-positive Staphylococcus aureus bacteria. Their antibacterial activity was monitored by measuring the minimum inhibitory concentration (MIC) and minimum bactericidal concentration (MBC) as well as the duration of the lag phase, growth rate and generation time. The effect of growth medium strength on the MIC of different tannins was also investigated. Bacterial growth was followed spectrophotometrically, and MIC values were determined by the microdilution method. The MIC values of various isolated compounds allowed us to determine the bioactive compounds and their contribution to antimicrobial activity. It was found that MIC values increase with increasing growth medium strength and that the lag phase lengthens with increasing tannin concentrations, while the growth rates decrease. Comparing the results of the two studies, the antimicrobial activity of tannins against S. aureus was not as pronounced as in the case of E. coli, which may indicate that a different mechanism of action is responsible for the antimicrobial effects of tannins on Gram-positive than on Gram-negative bacteria, or that a different mechanism is more pronounced.
Keywords: tannins, antibacterial activity, MIC, MBC, Staphylococcus aureus, lag phase, generation time
Published in DKUM: 20.02.2024; Views: 363; Downloads: 64
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19.
Sustainable operations of last mile logistics based on machine learning processes
Jerko Oršič, Borut Jereb, Matevž Obrecht, 2022, original scientific article

Abstract: The last-mile logistics is regarded as one of the least efficient, most expensive, and polluting part of the entire supply chain and has a significant impact and consequences on sustainable delivery operations. The leading business model in e-commerce called Attended Home Delivery is the most expensive and demanding when a short delivery window is mutually agreed upon with the customer, decreasing possible optimizing flexibility. On the other hand, last-mile logistics is changing as decisions should be made in real time. This paper is focused on the proposed solution of sustainability opportunities in Attended Home Delivery, where we use a new approach to achieve more sustainable deliveries with machine learning forecasts based on real-time data, different dynamic route planning algorithms, tracking logistics events, fleet capacities and other relevant data. The developed model proposes to influence customers to choose a more sustainable delivery time window with important sustainability benefits based on machine learning to predict accurate time windows with real-time data influence. At the same time, better utilization of vehicles, less congestion, and fewer failures at home delivery are achieved. More sustainable routes are selected in the preplanning process due to predicted traffic or other circumstances. Increasing time slots from 2 to 4 h makes it possible to improve travel distance by about 5.5% and decrease cost by 11% if we assume that only 20% of customers agree to larger time slots.
Keywords: supply chain management, real-time, home delivery, business modeling, e-commerce, time window
Published in DKUM: 19.02.2024; Views: 265; Downloads: 39
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20.
Ephemerality in personal memory travel : encountering the changing environment
Andreja Trdina, Maruša Pušnik, 2023, original scientific article

Abstract: This article approaches personal memory travels with the aim of investigating people’s encounters with the changing environment in relation to time. It centers on the intra-actions with perceptual ephemera as immaterial non-solid entities to argue that our relational reality is a cyclical, dis-continuous process of past and present encounters. The study is grounded in the post-humanist performativ-ity approach and based on personal life histories of memory trips gathered in Slovenia with the help of in-depth interviews and photo-elicitation. Findings suggest that travelers’ engagements with ephemera at site illustrate complex entanglements between human and other (immaterial) entities as co-constituted in time and from within time, provoking the production of situated and temporally sensitive knowledge about the more-than-human world. The article endorses the significance of memory work and human engagements with absences and resonances, both allusions to other (past) contexts, as fundamental for cultivating post-anthropocentric attitudes and advancing the habit of timefulness.
Keywords: personal memory travel, encounters, environment, absence, anthropocene, ephemera, memory, time, trave
Published in DKUM: 16.02.2024; Views: 255; Downloads: 13
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