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Pre-processing of heterogeneous data streams for internet of things applications

Author(s): Klemen Kenda (Author), Dunja Mladenić (Supervisor)

Year: 2024

Type: Doctoral dissertation

The rapid evolution of sensor technologies, particularly within the Internet of Things (IoT) domain, has led to an era dominated by massive real-time data flows. This transition resulted in the need for novel data processing methodologies that facilitate the shift from traditional offline batch analytics to agile real-time predictions and …

Optimization of ToF-SIMS depth profiling in low-pressure H2, C2H2, CO and O2 atmosphere

Author(s): Jernej Ekar (Author), Janez Kovač (Supervisor)

Year: 2024

Type: Doctoral dissertation

Time-of-flight secondary ion mass spectrometry (ToF-SIMS) is a versatile analytical method widely used in the field of surface science and thin films. Although it gives elemental, molecular, and isotopic information, it has a very low detection limit and high lateral resolution, is fast and works with all the vacuum-compatible samples, …

Characterization of constrained continuous multiobjective optimization problems

Author(s): Aljoša Vodopija (Author), Bogdan Filipič (Supervisor)

Year: 2024

Type: Doctoral dissertation

Despite the large volume of recently published papers in the field of constrained multiobjective optimization, the understanding and characterization of constrained multiobjective optimization problems (CMOPs) for benchmarking multiobjective evolutionary algorithms (MOEAs) and the related constraint handling techniques (CHTs) remain unsatisfactory. Therefore, selecting appropriate CMOPs for benchmarking is challenging and lacks …

Information spreading barriers in news

Author(s): Abdul Sittar (Author), Dunja Mladenić (Supervisor)

Year: 2024

Type: Doctoral dissertation

News spreads in many patterns, structures, and dynamics that change throughout time. For a variety of reasons, certain news is only covered in a particular area. Language, economy, geography, politics, time zone, and culture are just a few of the many barriers that prevent news from reaching a larger audience. …

Temperature fractionation of mercury in the cement production process

Author(s): Sabina Berisha (Author), Milena Horvat (Supervisor), Tanja Ljubič-Mlakar (Co-Supervisor)

Year: 2024

Type: Doctoral dissertation

Cement production is one of the main contributors to mercury emissions in to the atmosphere. Many national and international legal i nstruments aim to control and reduce Hg emissions. Hg enters the cement production process as an impurity in fuels and raw materials, with the latter being the main source …

Development of sensitive electrochemical sensor for detection of gaseous H2O2

Author(s): Jelena Isailović (Author), Samo B. Hočevar (Supervisor)

Year: 2023

Type: Doctoral dissertation

In recent decades, hydrogen peroxide (H 2 O 2 ) has attracted considerable attention as a n omnipresent analyte, finding applications in clinical studies/diagnos is , biology, environmental protection, atmospheric studies, homeland security, and various analytical methodologies . This dissertation provides valuable insights into three different types of electrochemical sensors …

Hybrid sol-gel coatings based on different acrylate derivatives for protection of aluminium alloy and steel against corrosion and biofouling

Author(s): Damir Hamulić (Author), Ingrid Milošev (Supervisor), Peter Rodič (Co-Supervisor)

Year: 2023

Type: Doctoral dissertation

The subject of the doctoral dissertation is the development of coatings with improved protection of metals against corrosion and antifouling protection on structural steel S355 and aluminum alloy AA7075. S355 is a widely used metal in the construction, while AA7075 is mostly used in the transportation industry. Although they exhibit …

Characterization of Spirulina microalgae as a new alternative food source

Author(s): Jasmina Masten Rutar (Author), Nives Ogrinc (Supervisor), Polona Jamnik (Co-Supervisor)

Year: 2023

Type: Doctoral dissertation

A reduction in agricultural productivity associated with water scarcity and land degradation, combined with the growing world population and malnutrition highlights the need for new alternative food sources. In this challenging field, Spirulina microalgae emerges as a promising candidate thanks to its high nutritional value and beneficial effect on human …

Investigation of the environmental acceptability of geotechnical composites, made from different recycled materials investigation of the environmental acceptability of geotechnical composites, made from different recycled materials

Author(s): Marija Đurić (Author), Janez Ščančar (Supervisor), Ana Mladenovič (Co-Supervisor)

Year: 2023

Type: Doctoral dissertation

Current and especially past industrial and mining activities, including underground and open pit mining, have often resulted in soil pollution that has become a global and alarming environmental problem. Among contaminants, heavy metals and metalloids are under environmental scrutiny due to their potential toxicity, persistence, and because they can be …

Validation of peptides as protein substrate models for specificity studies of cysteine cathepsins

Author(s): Jure Loboda (Author), Dušan Turk (Supervisor)

Year: 2023

Type: Doctoral dissertation

Cysteine cathepsins are endosomal proteases that are involved in lysosomal protein degradation. Additionally, they engage in specific biological processes, like bone degradation (CatK), antigen presentation (CatS) and pro-hormone processing (CatV and CatL). Their enhanced activity was described in numerous pathological states, like cancer and viral activation, which made them promising …