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Seizure detection
- /en/research-topics/biosignal-processing/seizure-detection
observation with epilepsy diagnostics significantly. Simultaneously to the recording EpiScan analyses the data and alerts quickly and reliably in case of an occurring seizure. This helps to save time and money [...] on the real requirements of an epilepsy observation unit and tested with more than 20.000 hours EEG data, the systems provide, online as well as offline, excellent detection rates with a very low false alarm [...] It is the first system, which is tested in the framework of prospective clinical studies in three big epilepsy centers in Austria and the Netherlands. Reference installations Neurologisches Zentrum Rosenhügel
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KI-Ethik in der digitalen Verwaltung
- /en/themen/innovation-policy-and-transformation/projekte/ki-ethik-in-der-digitalen-verwaltung
Verwendung von Daten und des Einsatzes von KI-Anwendungen gegenüber. Insbesondere der Einsatz von Big Data Anwendungen zur algorithmischen Entscheidungsunterstützung wirft eine Reihe von Fragen im Hinblick
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AI4TREES
- /en/themen/cooperative-digital-technologies/projekte/ai4trees
und Landschaft UMWELTDATA Gesellschaft m.b.H. Know-Center GmbH Research Center for Data-Driven Business & Big Data Analytics GeoVille Informationssysteme und Datenverarbeitung GmbH E.C.O. Institut für [...] which can nowadays being monitored with the latest measurement equipment.For that reason and since data availability has increased substantially, AI technologies have become increasingly popular in recent [...] extensive forest monitoring network in Austria respectively all over Europe. Within the network, growth data is available on different time scales allowing studying different aspects of growth dynamics: phy
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Junior Alpbach workshop on fake news
the countermeasures which are available to combat disinformation. They also explored the topics of big data – taking the People’s Republic of China as an example (e.g. social rankings) – as well as questions [...] assess and distribute content, today and in the future.” Philipp Agathonos: “China recently described big data as the diamond mines of the 21st century, and is investing billions in research and development [...] bodies should have access to private data. If we are to remain competitive, here in Europe we must quickly master the balancing act of protecting our private data while making this valuable resource available
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EBA-Lastmodell
- /en/research-topics/structural-dynamics-and-assessment/projects/translate-to-english-eba-lastmodell
out of approximately 3500 different trains The variation of train speeds up to 420 km/h ends to a big data set of >10 million configurations of train passages, which is the basis for developing the new load [...] planned results. The newly developed dynamic load models are finally validated on an existing large data set of real railway bridge structures. Some of them have already been experimentally investigated
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SPARKS - Smart Grid Protection Against Cyber Attacks
- /en/research-topics/smart-grid-security/projects/sparks-smart-grid-protection-against-cyber-attacks
security standards. Furthermore, key smart grid technologies will be investigated, such as the use of big data for security analytics in smart grids, and novel hardware-supported approaches for smart meter (gateway) [...] which maintain stable operation in the face of attack or disruption. Real-time network monitoring and data analysis is essential for building advanced SCADA-specific intrusion detection systems – SPARKS will
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GPEC 2020
- /en/about-the-ait/center/center-for-digital-safety-security/fairs-events/gpec-2020
developed. Public security Using AI, Big Data Science and modern sensor fusion techniques, forensic tools are developed for the analysis of large amounts of image and video data for the fight against terrorism [...] replicated IT environments that reflect realistic requirements and to train defence and countermeasures. Data Science & Artificial Intelligence (AI) The AIT is specialized in AI-based detection technologies in
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OrPHEuS
- /en/research-topics/sustainable-thermal-energy-systems/projects/orpheus
n Ratio of Photovoltaic Energy by Network Hybridization” 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing
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Responsive Cities & Regions
- /en/solutions/digital-resilient-cities-and-regions/responsive-cities-regions
processes together with local stakeholders, using the latest digital planning tools (based on AI and big data) to make complex problems visible, negotiable and financeable. How can we -for example- activate
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Digital urban planning know-how for the Frankfurt skyline
short time. The innovative achievement behind this is the use of artificial intelligence (AI) and Big Data for the calculation, which was developed in the AIT City Intelligence Lab. "With our specific know-how
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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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Jochen Cremer appointed Principal Scientist at the AIT Center for Energy
electrical energy systems with the help of digitalisation and AI-based tools. The aim is to use big data to improve the efficiency, sustainability and safety of energy systems. The programme brings together [...] topologies. The research programme aims to provide insights into AI challenges and data integration and to develop methods for a data platform for power system planning and operation. Career details Jochen Cremer [...] programme covers different aspects of energy system integration using artificial intelligence and data-centric methods. In my new role as Principal Scientist at AIT, I am very much looking forward to
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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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Augmented CCAM: The future of mobility through innovative infrastructure solutions
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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USE-iT: H2020 Project Focusing on Transport Infrastructure Is Successfully Concluded
quality of life. Simultaneously, advances in sensors, mobile communications, smart ticketing and ‘big data’ offer the potential for customers to become an active part of the transport operations system and [...] modes. These safety-related challenges have been identified: Availability and sharing of high-quality data across transport modesHuman factors and safety educationImproving safety performance at national
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Best Paper Award to AIT Experts for Cyber and Physical Systems
detailed local information and proportionally limited view on the bigger picture. Conversely, the big picture avoids complicating details, and as such displays the system components as atomic “black boxes” [...] each of which have their own group of experts and management processes. We identify a small set of data items that is required about the physical and cyber parts of a system, along with a high-level description
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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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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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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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Industrieforum Niederösterreich: Cybersecurity – Digitalisierung ohne Datenklau
hochkarätigen Experten Fragen rund um Themen wie digitale Geschäftsmodelle, virtuelle Industriespionage, Big Data und Cloud Computing, zu stellen. "Die Digitalisierung bietet viele Chancen, um unsere Produktivität
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