Mustererkennung in Eingebetteten Systemen

data from human behaviour is scarce and costly to obtain. The annotation process demands enormous resources. Additionally, annotation reliability varies because they can be subject to human errors or unclear [...] Therefore, the development of new UQ techniques for DNNs is of paramount importance to ensure safety-aware decision-making. This thesis evaluates existing UQ methods and proposes improvements and novel approaches …

Entrenched in detachment: Professional values are the main constraint to accountability in the Unite

Plain Dealer (Cleveland), San Antonio Express, Kansas City Star. This may confirm that available resources are critical for the position, as well as some sense of prestige linked to it. There is consensus [...] of professionalism to evolve in the direction of openness. He admits that it is also a matter of resources, which are dwindling in the current situation of decadence of the existing media business model [...] from being more transparent about error correction. He argues that research shows that the public is aware of minor errors (typos, names misspelled) and that journalists should be transparent about correcting …

time, we encourage their creators to systematicallyversionthem [2], thereby making their recipients aware of any updates. Furthermore, indicating whether the whole Fact Sheetor some of its parts are with [...] scenario, providing the users with explana- tions that highlight relations that they are already aware of should be avoided. The explainees' background knowledge should be con- sidered before producing [...] least one of them to be useful. When validating inter- pretability approaches one should also be aware of a phenomenon called Change Blindness [49]: humans inability to notice all of the changes in a presented …

arise: How and when should the algorithm commit resources to a specific split of a node, what should be done if such split appears to be wrong after resources were committed and what should be done about [...] algorithm can be, in general, more accurate. Secondly, as proposed in DPV, every peer needs to be aware of each new sample in order to classify it. This mode of operation, which is somewhat reminiscent [...] and 8(c) respectively. This happens because with increasing noise, every comparison consumes more resources to decide the better one and this decision can often get flipped every time the data changes. As …

companies. This was more evident in larger companies, because they are more able to dedicate more resources to training than smaller companies. Among others, methods such as work-based learning or project-based [...] manufacturing and engineering sector, automation is prevalent within the larger organisations with the resources to develop technology and engage with digital advancements. The workforce needs interacting skills [...] organisations in the supply chain that need these skills from their workforce typically have the resources to train staff and recruit internationally to fill any skills gaps. However, those lower in the …

Science, Technology & Innovation Studies Vol

scientific content of scientists’ actions and accounts is sys- tematically re-interpreted as being a resource in social negotiations. How- ever, this is possible only because the analysts understand the si [...] the discovery of pulsar phenomena, he wrote: “In research of this kind, I obvi- ously needed to be aware of the scientific issues in order to correspond with or inter- view participants.” (Woolgar 1976: [...] Almost all the Nobelists are acutely concerned with maximizing the use of that inevitably scarce resource, time (…) In part, their commitment to the intellectually profitable use of their time led them …

Many of them ended up disappea- ring. Advertising is for most newspapers a very important financial resource if not the main one. However, access to advertising in Algeria is opened by the National Publishing [...] difficult in a legal- ly uncertain environment. However, journalists and practitioners in this field are aware of this unfavourable environment and try, as best they can, to provide solutions through subtle reflec- [...] bodies. The search for societal relevance is shaped by two priorities: 1) rejuvenating the human resources through training initiatives and 2) managing the major financial crisis that causes an annual drain …

OCI-based Vulnerability Containers with Metadata for Automated Evaluation of Security Analysis Tools

competition with BenchExec [14]. This framework exe‑ cutes the tools while measuring and limiting their resource usage. This allows for a fair comparison, ensuring, for example, that all participants are providedwith [...] container has its own filesystem, networking andmemory space, while cgroups also enable limiting the resource usage per container. Containers are a popular way to package, ship and run software and solve different [...] __init__.py initialization code, which in turn calls the registriesregister_buildermethod, tomake it aware of the builder module. New builders can therefore be easily added by creating a new package with a …