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PRAETORIAN
- /en/research-topics/dependable-systems-engineering/projects/praetorian
technology for analysis and simulation, Training of a model of the critical infrastructures with big data and AI technologies, Identification of cascade effects between the critical infrastructures. The
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EnrichEuropeana+
- /en/themen/datascienceartificialintelligence/projects/enricheuropeana-1
wird im Zuge dieses Projekts ausgebaut. Des Weiteren werden NLP (Natural Language Processing) und Big-Data-Technologien genutzt, um Transkriptionen und ihre Übersetzungen zu analysieren und die semantische
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AI & MACHINE LEARNING
- /en/research-topics/ai-machine-learning
finding custom solutions to their specific problems. Data Management & Analysis Big amounts of data play a central role in machine learning . The data to be used to parametrise or build a model are oftentimes [...] rapid increase in computational power and available data over the last two decades. We use machine learning to assist existing models, especially for data-driven system control and for problem-solving where [...] accounting for their peculiarities. In addition, data may contain all kinds of errors. Some easy-to-detect errors are identified and eliminated during data cleaning or pre-processing . Other errors are more
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opt1mus
- /en/research-topics/numerical-simulation/projects/opt1mus
complex decision-making process of foundry workers, RISC Software GmbH, as a research institute for big data, artificial intelligence and machine learning, has been entrusted with the development of an advisor
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High-tech in the fight against fake news
- /en/blog/high-tech-in-the-fight-against-fake-news
words can be put into context more and more effectively in the process. "The big challenge is how to reference different data sets," Schindler said. How does fake news work? That is why the researchers [...] them correctly. "The two artificial intelligences train each other," explains Ross King, head of the Data Science & Artificial Intelligence Competence Unit at AIT. Something similar can be applied to videos [...] s that you just have to follow step by step," reports Alexander Schindler, a fake news expert and data scientist at AIT. However - and this is the good news - this method for high-quality fakes is very
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Automation technology
- /en/blog/automation-technology
Center for Vision, Automation & Control. "AI plays a crucial role in this. The big challenge is how to interpret this data. To do this, you combine sensor fusion methods with machine learning and a priori [...] knowledge in the form of physical models or semantic information." © Andreas Kugi "The big challenge is how to interpret this data. To do that, you combine sensor fusion methods with machine learning and a priori [...] These vehicles sow seeds, note where a crop is located, detect weeds with sensors (and analyze the data using AI methods) and kill unwanted plants with high-voltage pulses. Precision farming" is possible
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Augmented CCAM
- /en/research-topics/road-safety-accident-research/projects/augmented-ccam
solutions for PDI support are being developed in the project. These are based on innovative AI and Big Data techniques and aim to extend the operational design domain (ODD) of automated vehicles. These include
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Design of Responsive Mobility Systems
- /en/research-topics/integrated-mobility-systems/design-of-responsive-mobility-systems
ture. Pervasive computing (e.g. ubiquitous sensors, wireless networks, and analysis of big and heterogeneous data) and Internet of Things (IoT) provide great possibilities to improve the quality of densely [...] groups. We study human perception in the context of urban mobility systems by making use of different data sources and work on methods to improve the built environment (e.g. with respect to walkability) and [...] preferences (SP and RP) by developing specialized survey methods that reduce the hypothetical bias of SP-data. Another focus will be the provision of personalized routing services based on user classification
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OptiMaaS
- /en/research-topics/transport-optimization-logistics/projects/optimaas
Mobility as a Service (MaaS) offers. Existing spatial structures within the urban periphery have a big impact on the citizens’ mobility options. OptiMaaS develops new methods and processes addressing the [...] implemented in urban periphery considering geographic, demographic, infrastructural and sociodemographic data and (2) how an adequate MaaS-operator-landscape, can be set up there. This leads to: a) planning-methods [...] improving the dissemination and social acceptance of MaaS-offers and builds a common ground for new, data-driven governance and city planning policies. The project OptiMaaS is being implemented as part of
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Molecular Diagnostics Lab
- /en/labs/translate-to-english-molecular-diagnostics-lab
kits and thereby generate data supporting the value and robustness of the newly identified biomarkers Value is created by either licensing out in an early validation phase to (big) diagnostic companies (typically [...] area) or after the assay development / RUO / LDT kit phase to either a (small) industry partner or a (big) diagnostic company Assay development is key to successfully progress along the value creation chain [...] and print customized microarrays of various lower density formats using our microarray printers. For data acquisition two microarray scanner, enabling simultaneous two-color high-speed scanning at high resolution
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Datenanalyse für Einsteiger aus der Technikbranche
- /en/themen/training-education/weiterbildung-im-bereich-photovoltaik/lehrgang-datenanalyse-fuer-einsteiger-aus-der-technikbranche
einen großen Funktionsumfang zu beherrschen (Datenbanken, Cloudinfrastruktur, Machine Learning, Big Data, …). In der Weiterbildung wird daher mit der Open Source Software KNIME und der kommerziellen Software
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What drives young female researchers
- /en/blog/what-drives-young-female-researchers
eight young female researchers who are ingenious in their research fields and who are taking AIT a big step forward in many respects. Employees are the most important factor for any company, especially [...] without traffic accidents with fatalities or serious injuries. DARIA LIAKHOVETS Junior Scientist, Data Scientist My Impact: To develop AI-based methods for the (early) detection of hate speech - an important
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Award for AIT Startup Initiative
- /en/blog/award-for-ait-startup-initiative
economic added value. To support this process, an entrepreneurship program entitled "Time to think big - Explore, connect and start your business!" has been restructured and strengthened in recent years [...] therapy for chronically ill people. In this telehealth system, the patient transmits his or her vital data via app to the attending physician or therapist, who monitors developments and makes therapy adjustments
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Increase quality through optical inspection
- /en/blog/increase-quality-through-optical-inspection
offer our industrial partners holistic solutions - that is, from (optical) sensors that record the data to algorithms that independently decide, for example, whether or not it is a surface defect," explains [...] system is that the moving object is recorded with just one camera at several viewing angles and this data is intelligently linked," Markus Clabian summarizes. The inspection system developed by AIT has now [...] intaglio print on the eyeball is clearly visible at a measured depth of 57 µm. Smallest details, very big Another area of application for modern ICI technologies is the inspection of banknotes: Here, technologies
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Research for a more livable city
- /en/blog/research-for-a-more-livable-city
- InFraReD for short. At its core, it involves a platform based on artificial intelligence (AI), Big Data and augmented reality (AR) that holistically simulates mobility in urban planning for existing and
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Sitemap
- /en/sitemap
STARLIGHT TITANIUM VIRTCRIME Data Science Our Offer Industrial Data Science Projects Data Science for Public Security Projects Cultural Data Science Projects Graph Analysis Big Data High Performance Computing [...] AIT-SA-20191129-01 AIT-SA-20200301-01 AIT-SA-20220208-01 Kunden & Partner Data Science & Artificial Intelligence Projekte AMMONIS Big-DAMA COGNITUS COPKIT DMA E-ARK EnrichEuropeana EnrichEuropeana+ Europeana [...] Vision 2014 Security Security 2014 Security 2012 Security 2010 Career Cooperative Digital Technologies Data Science & Artificial Intelligence Security & Communication Technologies Sensing & Vision Solutions
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Wanted: Antibodies against the coronavirus
- /en/blog/wanted-antibodies-against-the-coronavirus
early as the next few weeks. What is already clear is that "our antigens have very good specificity data," says Binder. If everything goes according to plan, the regulatory performance evaluation review [...] test provides quantitative information: it can be used to determine an antibody titer. "That's the big advantage of our test," Jung says. However, there is no advantage without a disadvantage: the multiplex
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AIT Alpbach 2023
- /en/news-events/ait-alpbach-2023
upheaval between the industrial and digital revolutions. The new challenges posed by algorithms, big data, machine learning and robots cannot be solved by falling back on the past. What is needed are new
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Blog
- /en/blog
eight young female researchers who are ingenious in their research fields and who are taking AIT a big step forward in many respects. Innovation Art and science 24.01.2022 Since fall 2018, international [...] account and doesn't want to overtax the climate: The use of novel optical processes can revolutionize data transmission and drastically reduce its energy hunger. AIT photonics expert Bernhard Schrenk is working