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Learning at the edge : simulated DDoS detection in 5G networks

The growing use of 5G networks for critical services makes them vulnerable to Distributed Denial of Service (DDoS) attacks. While numerous Machine Learning (ML)-based approaches have been proposed, the real-world deployability of these models remains understudied. This work presents what is, based on existing literature, the first simulation-driven methodology to evaluate both the transferability

Overwriting Smyrna: Urban Imaginaries in Turkish-Nationalist Commemoration

Despite its importance for the establishment of modern Turkey, İzmir remains understudied in scholarship on Turkish nationalism. This paper presents data from the project Beyond Sacred/Secular Cities, studying urban imaginaries in contemporary Middle Eastern nationalisms. With a point of departure in theories of memory (Connerton 1989), postsecularism (Asad 2018), and social construction of space

Cardiovascular magnetic resonance as an initial screening tool in individuals with SLE and chest pain

Objective Individuals with SLE commonly report chest pain or discomfort. We performed cardiovascular magnetic resonance (CMR) to differentiate coronary artery disease (CAD), coronary microvascular dysfunction (CMD), pericarditis and myocarditis in individuals with SLE who presented with chest symptoms. We also assessed the clinical utility of CMR. Methods Adults with SLE were included if reporting

Comparison of sociodemographic factors, lifestyle, and gastrointestinal symptoms between patients with endometriosis and IBS

Objectives: Endometriosis and Irritable bowel syndrome (IBS) are two common diseases with overlapping symptomatology, causing confusion and delay in the diagnostic process. The objective of this study was to identify differences between endometriosis and IBS diagnosed according to Rome IV, by comparing sociodemographic factors, lifestyle habits, and gastrointestinal symptoms. Materials and methods

The Diversity and Evolution of Vocal Communication in Nonavian Reptiles

Historically, research on nonavian reptile communication has emphasized visual, tactile, and chemical modalities. Recently, growing evidence highlights the significance of acoustic signals in intra- and interspecies interactions. Reptiles produce sounds to mediate social behaviors such as reproduction, parent–offspring interactions, and territorial defense. Many species were found to have diverse

Unpacking climate effects on boreal tree growth : An analysis of tree-ring widths across temperature and soil moisture gradients

The effect of climate change on tree growth in boreal forests is likely mediated by local climate conditions and species-specific responses that vary according to differences in traits. Here, we assess species-specific tree growth responses to climate along gradients of mean annual temperature and soil moisture. We assessed growth-climate relationships by using tree-ring width data in Norway spruc

Multiscale stress dynamics in sheared liquid foams revealed by tomo-rheoscopy

Rheology aims at quantifying the response of materials to mechanical forcing. However, standard rheometers provide only global macroscopic quantities, such as viscoelastic moduli. They fail to capture the heterogeneous flow of soft amorphous materials at the mesoscopic scale, arising from the rearrangements of the microstructural elements, that must be accounted for to build predictive models. To

Evaluating cell-specific gene expression using single-cell and single-nuclei RNA-sequencing data from human pancreatic islets of the same donors

Single-cell and single-nuclei RNA-sequencing (scRNA-seq and snRNA-seq) analyze cell-specific transcriptomes. However, only snRNA-seq applies to frozen biobanked samples. For human pancreatic islets, marker genes and reference-based cell type annotation methods are mainly from scRNA-seq datasets and may not be suitable for snRNA-seq. We compared human islet scRNA-seq and snRNA-seq data from the sam

Beredskapslager i kritiska försörjningskedjor : samverkansutmaningar kopplat till styrning och incitament

Försörjningsberedskap är återigen centralt för Sverige och man inser att samhällsviktiga försörjningskedjor består av såväl olika slags myndigheter som privata, ofta globala, företag. För att höja beredskap, behövs ett mer gemensamt arbete med risker och kontinuitetshantering i försörjningskedjor. Det finnas dock stora samverkansutmaningar i detta privat-offentliga gränssnitt. Artikeln beskriver e

Municipal monies as policy tools to advance Human Rights Economies

Municipal currencies are emerging as policy tools for fostering local economies and enhancing human rights, as illustrated by the cases of Mumbuca in Maricá, Brazil, and Vilawatt in Viladecans, Spain. These local currencies address socio-economic and environmental challenges by articulating currency issuance with community priorities, such as social welfare or reducing energy poverty. Unlike natio

Multiple Immunological Aspects in Myeloma

Multiple myeloma (MM) is the second most common hematological malignancy, characterized by clonal proliferation of neoplastic plasma cells in the bone marrow, causing hematopoietic suppression and impaired antibody production. Bacterial infections remains a major cause of mortality in MM. As in in most malignancies, myeloma cells modify their microenvironment to promote tumor growth, including sup

Automated electrolyte formulation and coin cell assembly for high-throughput lithium-ion battery research

Battery cell assembly and testing in conventional battery research is acknowledged to be heavily time-consuming and often suffers from large cell-to-cell variations. Manual battery cell assembly and electrolyte formulations are prone to introducing errors which confound optimization strategies and upscaling. Herein we present ODACell, an automated electrolyte formulation and battery assembly setup

Failure mechanism of LiNi0.6Co0.2Mn0.2O2 cathodes in aqueous/non-aqueous hybrid electrolyte

The urgent need for improving the energy density of aqueous lithium ion batteries (ALIBs) can be addressed by the implementation of advanced electrode materials and electrolytes. The utilization of layered oxide cathodes, particularly Li[NixCoyMnz]O2 (NCM) materials, is an effective strategy, as they can offer high specific capacities in an appropriate voltage range. However, due to the strong eff

Revealing the Effect of High Ni Content in Li-Rich Cathode Materials : Mitigating Voltage Decay or Increasing Intrinsic Reactivity

Li-rich layered oxides are considered as one of the most promising cathode materials for secondary lithium batteries due to their high specific capacities, but the issue of continuous voltage decay during cycling hinders their market entry. Increasing the Ni content in Li-rich materials is assumed to be an effective way to address this issue and attracts recent research interests. However, a high

Exploring student engagement and motivation : insights from a case competition

This study evaluates the design choices of a two-day, industry-collaborative case competition at Campus Helsingborg and their effect on student motivation and engagement. Using pre and post Self-Determination Theory surveys, observations, and interviews we observed very high intrinsic (4.82/5) and extrinsic motivation (4.33/5). The perceived value of competition elements increased consistently aft

Socioeconomic factors and environmental burden in a cohort from six Swedish cities

Background: The association between socioeconomic status (SES) and environmental burden is context-dependent. Those with low SES may be more likely to live near major roads and industries where environmental exposures are high but may also be more likely to live further away from city centers. The aim of this study was to investigate the association between SES and environmental burden in Sweden.

How UDL context cards have been used for inclusive teaching

En kortlek med 67 situationskort för universell utformning för lärande (UDL) utvecklades vid fyra internationella lärarworkshops för att hjälpa lärare att förstå och förbättra inkluderande undervisning, dvs. att vara proaktiva och förberedda på en mångfald av studenter. De utskrivna korten har hämtats eller beställts av cirka 150 personer. Denna artikel presenterar resultaten av en enkät som skickA deck of 67 context cards for Universal Design for Learning (UDL) was developed at four international teacher workshops, to help teachers understand and improve inclusive teaching, i.e. to be proactive and prepared for student diversity. The printed cards have been picked up or ordered by approximately 150 people. This paper presents the results of a questionnaire sent to 44 people.The results fr

Comparison of bio-meteorological index and temperature linked mortality : a case study from Ahmedabad city, India

The traditional approaches rely solely on temperature measures to assess heat-related health risks; but there is a growing trend towards using bio-meteorological indices for a more comprehensive evaluation. However, the adoption of bio-meteorological indices in developing countries is considerably limited. Therefore, this study compares bio-meteorological index, the maximum Universal Thermal Clima

Longitudinal functional connectivity during rest and task is differentially related to Alzheimer’s pathology and episodic memory in older adults

Changes in functional connectivity (FC) strength involving the medial temporal lobe (MTL) and posteromedial cortex (PMC) are related to early Alzheimer’s pathology and alterations in episodic memory performance in cognitively unimpaired older adults, but their dynamics remain unclear. We examined how longitudinal changes in FC involving MTL and PMC during resting-state, episodic memory encoding, a