1. Geotechnical aspects of N(H)bSs for enhancing Sub-Alpine mountain climate resilienceTamara Bračko, Primož Jelušič, Bojan Žlender, 2025, izvirni znanstveni članek Opis: Mountain resilience is the ability of mountain regions to endure, adapt to, and recover from environmental, climatic, and anthropogenic stressors. Due to their steep topography, extreme weather conditions, and unique biodiversity, these areas are particularly vulnerable to climate change, natural hazards, and human activities. This paper examines how nature-based solutions (NbSs) can strengthen slope stability and geotechnical resilience, with a specific focus on Slovenia’s sub-Alpine regions as a case study representative of the Alps and similar mountain landscapes worldwide. The proposed Climate-Adaptive Resilience Evaluation (CARE) concept integrates geomechanical analysis with geotechnical planning, addressing the impacts of climate change through a systematic causal chain that connects climate hazards, their effects, and resulting consequences. Key factors such as water infiltration, soil permeability, and groundwater dynamics are identified as critical elements in designing timely and effective NbSs. In scenarios where natural solutions alone may be insufficient, hybrid solutions (HbSs) that combine nature-based and conventional engineering methods are highlighted as essential for managing unstable slopes and restoring collapsed geostructures. The paper provides practical examples, including slope stability analyses and reforestation initiatives, to illustrate how to use the CARE concept and how NbSs can mitigate geotechnical risks and promote sustainability. By aligning these approaches with regulatory frameworks and climate adaptation objectives, it underscores the potential for integrating NbSs and HbSs into comprehensive, long-term geotechnical strategies for enhancing mountain resilience.
Ključne besede: mountain resilience, climate change, nature-based solutions (NbSs), hybrid solutions (HbSs), geotechnical planning, slope stability, landslides
Objavljeno v DKUM: 31.03.2025; Ogledov: 0; Prenosov: 6
 Celotno besedilo (6,02 MB)
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2. Systematic review of Glamping in Europe and its development prospects : 1st cycle academic bachelor's studies graduate thesisVasily Shaklein, 2024, diplomsko delo Opis: Glamping is an innovative type of accommodation focused on green, health, adventure and experience concepts of travel. In recent years, Glamping has emerged as a niche in tourism with its market product and has become a promising direction for developing the European tourism industry. The study attempts to consolidate and systematize the information available on Glamping to expand existing sites, create new ones, and form a regulated and understandable glamping offer for tourists to increase the demand for this type of travel. Also, the study aims to identify factors that contribute to the popularization of Glamping and find ways to strengthen visitors' interest and increase the market share. In addition, the expectations of various target groups when choosing Glamping were analyzed to develop a strategy to maintain the interest of regular guests and attract new ones.
With a qualitative research method, we identified key factors affecting the success and occupancy of glamping sites. Also, the study used a systematic literature review to examine and synthesize evidence of specific factors influencing glamping development. Glamping positively affects the activity and growth of nature-based tourism focused on outdoor recreation, above all, camping, reducing the seasonality factor and expanding the time frame of active operation beyond the summer season. The basic concept of Glamping involves minimal environmental impact and close contact between man and nature. Since the demand for recreation outside the urban environment is extremely high in modern society, and concerns about environmental pollution are growing yearly, Glamping is the exact tourism niche that can satisfy those needs. We found that efforts need to be made at the legislative level to establish generally accepted standards and regulations that Glamping must follow, as a robust legal framework will help overcome barriers to development. In this regard, we suggest conducting a study among glamping business owners in the future to identify the problems that glamping faces, understand better the existing barriers, and focus more effectively on Glamping popularization and development.
Ključne besede: glamping, camping, ecotourism, nature-based travel, rural tourism
Objavljeno v DKUM: 26.03.2025; Ogledov: 0; Prenosov: 13
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3. Axioms of decision criteria for 3D matrix games and their applicationsMurat Özkaya, Burhaneddin İzgi, Matjaž Perc, 2022, izvirni znanstveni članek Opis: In this paper, we define characteristic axioms for 3D matrix games and extend the definitions of the decision criteria under uncertainty to three dimensions in order to investigate the simultaneous effect of two different states on the decision process. We first redefine the Laplace, Wald, Hurwicz, and Savage criteria in 3D. We present a new definition depending on only the ∞-norm of the 3D payoff matrix for the Laplace criterion in 3D. Then, we demonstrate that the Laplace criterion in 3D explicitly satisfies all the proposed axioms, as well as the other three criteria. Moreover, we illustrate a fundamental example for a three-dimensional matrix with 3D figures and show the usage of each criterion in detail. In the second example, we model a decision process during the COVID-19 pandemic for South Korea to show the applicability of the 3D decision criteria using real data with two different states of nature for individuals’ actions for the quarantine. Additionally, we present an agricultural insurance problem and analyze the effects of the hailstorm and different speeds of wind on the harvest by the 3D criteria. To the best of our knowledge, this is the first study that brings 3D matrices in decision and game theories together.
Ključne besede: game theory, decision criteria, matrix game, common goods, characteristic axioms, multi-state games, three-dimensional matrix games, game against nature, COVID-19, insurance problem
Objavljeno v DKUM: 27.05.2024; Ogledov: 229; Prenosov: 14
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5. NiaNetAD: Autoencoder architecture search for tabular anomaly detection powered by HPCSašo Pavlič, Sašo Karakatič, Iztok Fister, 2023, objavljeni znanstveni prispevek na konferenci Ključne besede: predictive maintenance, autoencoder, anomaly detection, nature-inspired algorithms, optimization, high-performance computing, unsupervised learning
Objavljeno v DKUM: 26.01.2024; Ogledov: 447; Prenosov: 0 |
6. Indoor positioning system based on bluetooth low energy technology and a nature-inspired optimization algorithmPrimož Bencak, Darko Hercog, Tone Lerher, 2022, izvirni znanstveni članek Opis: Warehousing is one of the most important activities in the supply chain, enabling competitive advantage. Effective management of warehousing processes is, therefore, crucial for achieving minimal costs, maximum efficiency, and overall customer satisfaction. Warehouse Management Systems (WMS) are the first steps towards organizing these processes; however, due to the human factor involved, information on products, vehicles and workers may be missing, corrupt, or misleading. In this paper, a cost-effective Indoor Positioning System (IPS) based on Bluetooth Low Energy (BLE) technology is presented for use in Intralogistics that works automatically, and therefore minimizes the possibility of acquiring incorrect data. The proposed IPS solution is intended to be used for supervising order-picker movements, movement of packages between workstations, and tracking other mobile devices in a manually operated warehouse. Only data that are accurate, reliable and represent the actual state of the system, are useful for detailed material flow analysis and optimization in Intralogistics. Using the developed solution, IPS technology is leveraged to enhance the manually operated warehouse operational efficiency in Intralogistics. Due to the hardware independence, the developed software solution can be used with virtually any BLE supported beacons and receivers. The results of IPS testing in laboratory/office settings show that up to 98% of passings are detected successfully with time delays between approach and detection of less than 0.5 s.
Ključne besede: warehousing, indoor positioning systems, bluetooth low energy, particle swarm optimization, nature–inspired algorithm, intralogistics
Objavljeno v DKUM: 17.08.2023; Ogledov: 432; Prenosov: 574
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7. Potentials and possibilities for a holistic-glamping site in Pomurska region of Slovenia : 1st Cycle Academic Bachelor's Studies Graduate ThesisSona Shaji, 2022, diplomsko delo Opis: Glamping, camping the luxurious way of has the potential to provide a unique experience. Glamping is the best alternative for the people who want to have an outdoor experience but at the same time a comfortable stay. This study aimed to develop a marketing plan for a holistic-glamping site in Pomurska region of Slovenia. A structured questionnaire was used to survey (N=201) potential glampers and campers online. The results have indicated that tree houses and cabins are the most preferred type of accommodation facilities indicated by the respondents who also prefer to have their glamping sites in the mountains or near river streams. Luxury and closeness to the nature are always the main identified characteristics of glamping. But the accommodation facilities should contain luxury while also the same time minimal infrastructure as it should not damage the environment with a lot of infrastructures. In addition, the respondents preferred anti-stress treatments, contact with nature, new experience, and authenticity in the holistic glamping. Relaxation and adventure are the main motivations that motivate the people to do glamping in Pomurska. Because of its focus on understanding glamping from the perspective of potential customers, this paper contributes to broadening the conceptual understanding of glamping and provides a platform for further research.
Ključne besede: Glamping, Holistic, Nature-based tourism, Ecotourism, Luxury
Objavljeno v DKUM: 30.06.2023; Ogledov: 604; Prenosov: 93
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8. Nature-inspired algorithms for hyperparameter optimization : magistrsko deloFilip Glojnarić, 2019, magistrsko delo Opis: This master thesis is focusing on the utilization of nature-inspired algorithms for hyperparameter optimization, how they work and how to use them. We present some existing methods for hyperparameter optimization as well as propose a novel method that is based on six different nature-inspired algorithms: Firefly algorithm, Grey Wolf Optimizer, Particle Swarm Optimization, Genetic algorithm, Differential Evolution, and Hybrid Bat algorithm. We also show the optimization results (set of hyperparameters) for each algorithm and we present the plots of the accuracy for each combination and handpicked one. In discussion of the results, we provide the answers on our research questions as well as propose ideas for future work.
Ključne besede: artificial intelligence, artificial neural networks, machine learning, nature-inspired algorithms, evolutionary algorithms
Objavljeno v DKUM: 09.12.2019; Ogledov: 2232; Prenosov: 123
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9. Godinje settlement - adaptive reuse and revitalizationJovana Dragović, 2019, magistrsko delo Opis: The Master’s thesis deals with the valorization and restoration of Godinje, the first village in Montenegro with the status of immovable cultural property. The project encompasses an analysis of the present state of the cultural heritage, research of traditional architectural elements of the crmnica house, as well as the role of man in space. An important factor in the development and preservation of architecture is the awareness of space and the factors that define it. With the aim of encouraging the proper maintenance of cultural heritage, while giving purpose to certain objects, the village planning has been resolved. By emphasizing the spatial principles and traditional techniques of construction, and thus the education thereof, the value is emphasized and further development of Godinje is made possible.
Ključne besede: Godinje, crmnica house, spatial principles, nature and man, culture, language of architecture, cultural heritage, valorization
Objavljeno v DKUM: 30.01.2019; Ogledov: 1472; Prenosov: 395
Celotno besedilo (70,45 MB) |
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