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Real-Time Adaptive Anomaly Detection in Industrial IoT Environments

To ensure reliability and service availability, nextgeneration networks are expected to rely on automated anomaly detection systems powered by advanced machine learning methods with the capability of handling multi-dimensional data. Such multi-dimensional, heterogeneous data occurs mostly in todays Industrial Internet of Things (IIoT), where real-time detection of anomalies is critical to prevent To ensure reliability and service availability, nextgeneration networks are expected to rely on automated anomaly detection systems powered by advanced machine learning methods with the capability of handling multi-dimensional data. Such multi-dimensional, heterogeneous data occurs mostly in todays Industrial Internet of Things (IIoT), where real-time detection of anomalies is critical to prevent

Associations between partial pressure of oxygen and neurological outcome in out-of-hospital cardiac arrest patients : an explorative analysis of a randomized trial

OBJECTIVE: Exposure to hyperoxemia and hypoxemia is common in out-of-hospital cardiac arrest (OHCA) patients following return of spontaneous circulation (ROSC), but its effects on neurological outcome are uncertain, and study results are inconsistent. METHODS: Exploratory post hoc substudy of the Target Temperature Management (TTM) trial, including 939 patients after OHCA with return of spontaneou

Differences in phase transformation in laser peened and shot peened 304 austenitic steel

Laser Shock Peening (LSP) and Shot Peening (SP) are processes used to mechanically alter the surface properties of metals by inducing a transient high-pressure wave by a laser pulse or by a high-velocity impact of a peening particle. Both processes aim to induce compressive residual stresses near the surface and the level of residual stresses obtained from SP or LSP is similar. When austenitic steLaser Shock Peening (LSP) and Shot Peening (SP) are processes used to mechanically alter the surface properties of metals by inducing a transient high-pressure wave by a laser pulse or by a high-velocity impact of a peening particle. Both processes aim to induce compressive residual stresses near the surface and the level of residual stresses obtained from SP or LSP is similar. When austenitic ste

Exploring Prospects for Agonistic Encounters in Conflict Zones : Investigating Dual Narrative Tourism in Israel/Palestine

This article contributes to the emerging literature on possibilities to disseminate agonistic narratives in seemingly deadlocked conflict settings. In this context, conflict parties’ existence is often perceived as being under threat, which makes it demanding to question the current societal order. However, even in the most protracted of conflicts, narratives exist that challenge concurring undersThis article contributes to the emerging literature on possibilities to disseminate agonistic narratives in seemingly deadlocked conflict settings. In this context, conflict parties’ existence is often perceived as being under threat, which makes it demanding to question the current societal order. However, even in the most protracted of conflicts, narratives exist that challenge concurring unders

Säkerhetsutbildningar och säkerhetskulturarbete vid forskningsanläggningar med strålningsrisker och många tillfälliga internationella användare - ett fortsättningsprojekt

Det övergripande syftet med detta projekt har varit att ge ett konkret underlag somkan användas som stöd för att utveckla välfungerande kortare säkerhetsutbildningar i säkerhetskritiska verksamheter.Utgångspunkten har varit forskningsanläggningarna MAX IV och EuropeanSpallation Source (ESS) där forskare, dvs användare, från hela världen vistas tillfälligt för att genomföra experiment. Användarna k

Experimental comparison of Q-fog and residential sprinklers in a residential fire scenario

In this report, the effectiveness of a detector-activated water mist system, Q-fog, has been compared to traditional residential sprinklers. In total, eight tests were performed with a realistic fuel (bed with pillow and duvet) based on the test procedure described in LPS 1655. The bed was placed at different locations in the room and was ignited at the pillow and below the bed, also according to In this report, the effectiveness of a detector-activated water mist system, Q-fog, has been compared to traditional residential sprinklers. In total, eight tests were performed with a realistic fuel (bed with pillow and duvet) based on the test procedure described in LPS 1655. The bed was placed at different locations in the room and was ignited at the pillow and below the bed, also according to

Sociodemographic Factors’ Influence on the Consumption and Assessment of COVID-19 Related Information –An International Web-Based Survey

Information flows can affect people’s apprehension of the pandemic and related behaviors. The aim is to explore how people access and assess COVID-19 information and whether sociodemographic factors are associated with these processes. Quantitative data from 928 persons from 29 countries who participated in an international web-based survey was analyzed with descriptive and analytic statistics. TeInformation flows can affect people’s apprehension of the pandemic and related behaviors. The aim is to explore how people access and assess COVID-19 information and whether sociodemographic factors are associated with these processes. Quantitative data from 928 persons from 29 countries who participated in an international web-based survey was analyzed with descriptive and analytic statistics. Te

The structure of human dermatan sulfate epimerase 1 emphasizes the importance of C5-epimerization of glucuronic acid in higher organisms

Dermatan sulfate epimerase 1 (DS-epi1, EC 5.1.3.19) catalyzes the conversion of d-glucuronic acid to l-iduronic acid on the polymer level, a key step in the biosynthesis of the glycosaminoglycan dermatan sulfate. Here, we present the first crystal structure of the catalytic domains of DS-epi1, solved at 2.4 Å resolution, as well as a model of the full-length luminal protein obtained by a combinati

The Just Savings Principle

This chapter situates John Rawls’ just savings principle in a discussion about how much a nation-state should save. The main question addressed is whether this principle is a vi­able alternative to the dominant utilitarian theory of optimal growth. Rawls certainly gives savings a different aim (i.e., to create and maintain just institutions) and introduces additional permissibility conditions on rThis chapter situates John Rawls’ just savings principle in a discussion about how much a nation-state should save. The main question addressed is whether this principle is a viable alternative to the dominant utilitarian theory of optimal growth. Rawls certainly gives savings a different aim (i.e., to create and maintain just institutions) and introduces additional permissibility conditions on re

Authenticity, copying and the critical gaze : The crisis of representation

In contemporary Western theatre and actor’s training, there is a tension between different traditions in the actor’s work, concerning the bodily practices that are related to representation, construction of identities, authenticity and self-expression. One aspect of the actor’s methodical tradition – the openness to suffering and sacrificing oneself in the name of the arts – will be displayed and

HoloScale: horizontal and vertical scaling of cloud resources

Elastic and scalable compute resources are a fundamental part of cloud computing. Efficient management of cloud resources is crucial in order to provide high quality services and applications. In this work we present a novel method for scaling cloud resources and provide stability guarantees. We do this by leveraging ideas and concepts from classic control theory, namely mid-range control and comb

Functional outcomes associated with varying levels of targeted temperature management after out-of-hospital cardiac arrest — An INTCAR2 registry analysis

Introduction: Targeted temperature management (TTM) after out-of-hospital cardiac arrest (OHCA) has been recommended in international guidelines since 2005. The TTM-trial published in 2013 showed no difference in survival or neurological outcome for patients randomised to 33 °C or 36 °C, and many hospitals have changed practice. The optimal utilization of TTM is still debated. This study aimed to

Development of an international Core Outcome Set (COS) for best care for the dying person: study protocol

Background: In contrast to typical measures employed to assess outcomes in healthcare such as mortality or recovery rates, it is difficult to define which specific outcomes of care are the most important in caring for dying individuals. Despite a variety of tools employed to assess different dimensions of palliative care, there is no consensus on a set of core outcomes to be measured in the last d

Shopping Centres, Cycling Accessibility and Planning–The Case of Nova Lund in Sweden

This paper evaluates the history and cycling accessibility of Nova, a shopping centre established in Lund, Sweden, in 2002. The current situation was also analysed through observation and a literature review. Moreover, the study conducted a closer analysis of the history and role of the municipality based on further literature study and interviews with officials. The conclusion of the analysis indThis paper evaluates the history and cycling accessibility of Nova, a shopping centre established in Lund, Sweden, in 2002. The current situation was also analysed through observation and a literature review. Moreover, the study conducted a closer analysis of the history and role of the municipality based on further literature study and interviews with officials. The conclusion of the analysis ind

Quarrying for Augustus: Gebel el-Silsila as a Source for Early Roman Monuments at Dendera

This paper presents a selection of epigraphic documents dispersed over three quarry faces (C11–C13) in the Main Quarry (Q34) at Gebel el-Silsila’s east bank, dating from the reign of the Emperor Augustus. The aim is to describe and decipher the various marks and depictions, and to translate the Demotic and Greek texts, in order to determine for what structure the stone from the quarry was intended

Randomized study on adjuvant chemotherapy in stage I high-risk ovarian cancer with evaluation of DNA-ploidy as prognostic instrument

PURPOSE: Adjuvant chemotherapy versus observation and chemotherapy at progression was evaluated in 162 patients in a prospective randomized multicenter study. We also evaluated DNA-measurements as an additional prognostic factor.PATIENTS AND METHODS: Patients received adjuvant carboplatin AUC 7 every 28 days for six courses (n = 81) or no adjuvant treatment (n = 81). Eligibility included surgicall

Hyperparameter Optimization for Portfolio Selection

Portfolio optimization involves a tradeoff between maximizing expected returnand minimizing risk. In practice, useful formulations also include various costs and constraints that regularize the problem and reduce the risk due to estimation errors, resulting in solutions that depend on a number of hyperparameters. As the number of hyperparameters grows, selecting their value becomes increasingly imPortfolio selection involves a trade-off between maximizing expected return and minimizing risk. In practice, useful formulations also include various costs and constraints that regularize the problem and reduce the risk due to estimation errors, resulting in solutions that depend on a number of hyperparameters. As the number of hyperparameters grows, selecting their value becomes increasingly imp

Research protocol for mechanical complications after central venous catheterisation : a prospective controlled multicentre observational study to determine incidence and risk factors of mechanical complications within 24 hours after cannulation

INTRODUCTION: Central venous catheterisation is a common procedure in intensive care therapy and the use of central venous catheters is essential for treatment of many medical disorders. Although rare, central venous catheterisation is associated with mechanical complications that can be life-threatening if untreated. Real-time ultrasound guidance reduces the incidence of mechanical complications