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opt1mus
- /en/research-topics/modelling-of-processes-and-components/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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AIT CoDeC-Symposium
„Our platform can create diverse planning scenarios with the use of artificial intelligence and big data within a very short time. In order to make cities more climate resilient, new methods are needed [...] Scientist Reinhard König with the aim of developing an intelligent digital planning method that enables data to be transformed into information and knowledge so that cities can be planned more intelligently
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AVL and AIT cooperate in the field of automotive safety
solutions with its application know-how, thereby offering customers extensive tools in areas such as Big Data, Artificial Intelligence, Cybersecurity or Embedded Systems. AVL's passion is innovation. Together [...] software solution. As the volume and complexity of software in vehicles, often referred to as the "data center on wheels," increases, so do the attack surfaces for cyberattacks in the automotive market
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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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AIT and TU Delft launch international doctoral programme on the sustainable transformation of the energy system using artificial intelligence
areas: using Big Data analytics to efficiently plan, design and operate future energy systems based on novel methods for data acquisition and management; data integration and dissemination; data processing;
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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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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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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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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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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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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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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
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DATA SOVEREIGNTY FOR A COMPETITIVE AND SUSTAINABLE SOCIETY
Gaia-X is Europe’s initiative for securing the greatest possible degree of data sovereignty for future data-driven markets. Trust, data protection, cybersecurity, technology neutrality and interoperability [...] and President of the Big Data Value Association (BDVA), outlined existing industrial projects in order to demonstrate the fundamental importance of effective, secure and sovereign data exchange to European [...] European data ecosystem ensures the optimal use of resources in assembling components, while also creating incentives for companies to cooperate based on reliable data exchange. As a result, data networking
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Projects
- /en/research-topics/data-science-artificial-intelligence/data-science/industrial-data-science/projects
Projects Projects INTERACTIVE read more COGNITUS read more Data Market Austria read more Big-DAMA read more
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AIT Data Scientist Anita Graser receives Geoinformatics Award 2022
with the challenges of Big Data in the field of movement data analysis. To this end, she developed systematic concepts for assessing data quality as well as the necessary technical tools. The latter include [...] Anita Graser is Data Science Expert in the research group "Data Science & Artificial Intelligence" and wrote her dissertation at the Paris-Lodron University Salzburg. In her thesis, she dealt with [...] use on Spark Clusters, as well as more accessible Python Libraries for the visual analysis of motion data. On 28 March, this year's award winners were selected by the Runder Tisch Geoinformationssysteme
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Big-DAMA
- /en/research-topics/data-science-artificial-intelligence/projects/big-dama
historical data. The Big-DAMA project conceived novel scalable techniques and big-data frameworks capable to analyze both online network traffic data streams and offline massive traffic datasets. Big-DAMA explored [...] Big-DAMA Big-DAMA Big Data Analytics for network traffic Monitoring and Analysis The complexity of the Internet has dramatically increased in the last few years, making it more important and challenging [...] scalable online and offline data mining and machine learning-based techniques to monitor and characterize extremely large network traffic datasets. The project pushed forward big-data analysis technologies by
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Network Analysis
- /en/research-topics/data-science-artificial-intelligence/solutions-services/network-analysis
complex systems, including data networks but not limited to that. By enabling the analysis of highly-dimensional data with both real-time and large-scale requirements, AI and big data principles and platforms [...] design scalable online and offline data mining and machine learning-based techniques and platforms to monitor and characterize extremely large volumes of network traffic data and carry out NTMA. Network Quality [...] services from the standpoint of the end user or service customer. AIT’s AI-based Internet-QoE relies on big data analytics to generate useful user-centric insights from large-scale network measurements, even under
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Disinformation Detection
- /en/research-topics/data-science-artificial-intelligence/solutions-services/disinformation-detection
information on social networks makes this task a Big Data problem that also requires attention to the technical aspects of managing and processing such volumes of data. Therefore, we combine this with our research [...] Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Mina Schütz Data Science & Artificial Intelligence mina.schuetz(at)ait.ac.at
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High Performance Computing
- /en/research-topics/data-science-artificial-intelligence/data-science/high-performance-computing
Computing High Performance Computing The term "Big Data" may have fallen out of fashion, but the issues it raises continue to challenge research and development. Data in any form and from any source continues [...] the perception of its value increases. Data science and artificial intelligence projects are now faced with huge amounts of data, which presents a challenge for data management and processing within a given
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