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Revolutionary data storage technology: AIT-led consortium wins EIC Pathfinder Challenge funding
use DNA as a data storage device. The group plans to develop a low-cost, energy-efficient and fast data storage medium capable of writing, processing, storing and retrieving DNA-based data. The goal is [...] DNA-based data storage, has the potential to revolutionise the storage and sharing of large amounts of data." The consortium has also started talks with the Vatican Museum to store their data in DNA. The [...] technology, low-cost, energy-efficient and fast DNA-based data storage, has the potential to revolutionise the storage and exchange of big data. EIC Pathfinder Challenge The EIC Pathfinder Challenge is
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LICORICE
- /en/research-topics/cyber-security/projects/licorice
Scalable Tools for Self-Sovereign Identity and Data Protection Framework Global accelerated digital transformation, shaped by disruptive technologies (AI and Big Data, Metaverses and Web3, etc.), brings both [...] forms of data abuse and the corresponding growth of public concern over loss of data control or identity-related crimes. In this context, preserving trust among stakeholders with strong data protection [...] which benefit from the upcoming EU Digital Identity ecosystem and for fully developing EU data spaces for data exchange in federated computation scenarios. With its results accurately oriented towards
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Open radio access networks (O-RAN)
- /en/research-topics/enabling-digital-technologies/solutions-services/wireless-communications/projects-1/open-radio-access-networks-o-ran
industry concept or philosophy that combines existing technologies including virtualization, AI, big data, commercial off-the-shelf parts, and open interoperable interfaces from different vendors. The O-RAN
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Source localization
- /en/research-topics/biosignal-processing/source-localization
seizure and spike detection and allows a quick source detection of spikes and ictal EEG activity. The big problem of current solutions for source localization is the extreme complexity of the available software [...] detection “EpiScan” facilitates the fully automatic workflow. Beside the preliminary analysis of the EEG data thus also the result of the source localization for all detected seizures and interictal discharges
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Innovation Dynamics & Modelling
- /en/research-topics/innovation-dynamics-modelling
new data on emerging topics using approaches such as big data analytics and horizon scanning. In addition, we contribute to improving the openness, interoperability, and reusability of research data (FAIR [...] and policy interventions affect organisations as well as the innovation system as a whole? And which data sources and indicators are suitable for measuring the performance of innovation systems and their [...] quantitative methods, particularly mathematical and statistical approaches, as well as comprehensive data infrastructures for the empirical analysis of different dimensions of innovation systems. By establishing
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IFIP Summer School on Privacy and Identity Management
on Privacy and Identity Management – Fairness, accountability and transparency in the age of big data will take place on 20-24 August 2018 in Vienna, Austria. The summer school is hosted by
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Language Analytics
- /en/research-topics/data-science-artificial-intelligence/multimodal-analytics/language-analytics
applying Large Language Models (LLMs) Application Domains Disinformation Detection, Hybrid Threats Big Data Analytics × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff *
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Applied Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence
responsibly handle data. As a Data Science research group, we have profound knowledge of Data Science workflows, especially in the context of Artificial Intelligence, to analyze and model data and datasets and [...] orchestration of disciplines such as Data Science, Artificial Intelligence and Software Engineering is the focus of the AIT research field Applied Artificial Intelligence. Data Science & AI Applying AI solutions [...] and outliers. This interplay of Data Science and Artificial Intelligence is further applied to monitor context drifts in continuous learning systems and to manage data security in federated learning e
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TRITON
- /en/research-topics/physical-layer-security/projects/triton
integrated chips, similar as they are nowadays found inside personal computers or mobile phones. The big difference, however, is the compatibility with much higher signal frequencies with approximately millimeter [...] that guarantees technology that is accessible for everybody. Nevertheless, when it comes to massive data through-put as fuelled through novel end-user applications, present chip solutions are reaching their [...] this reason TRITON introduces a much higher signal carrier frequencies, which are subject to higher data modulation speeds, and a second “key enabling technology”, namely photonics that serves as backhaul
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Capturing Experience
- /en/research-topics/capturing-experience
Interaction: “Smart Interaction” [more] Startup Paket in practice - what's in it for you? [more] Big Data & Industrie 4.0 [more] [...] people feel being connected and optimize user acceptance) as well as from the perspective of experience data acquisition (what are the key ingredients of experience). Further we enhance the possibilities to
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AMIGOS: Active Mobility Innovations for Green and Safe City Solutions
AIT’s Mobility Observation Box and an application for the collection of new mobility data, which will feed a big data platform for their analysis and digital twins to visualize mobility scenarios. They [...] AIT will perform a before/after study for the ten safety improvement areas collecting real traffic data with the Mobility Observation Box (in ten cities across Europe). Isabela Erdelean, mobility expert
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4th Gaia-X Summit - European data strategy is being implemented
International Data Space Association (IDSA), Big Data Value Association (BDVA) and Fiware, which are working together on several levels to jointly implement a basis for the European data economy through [...] Initiative European Association for Data and Cloud (AISBL) in collaboration with the Gaia-X Hub Spain, took place in Alicante on 9 and 10 November. An ambitious European data strategy was defined in order to [...] Mobility, Innovation & Technology: "Data ecosystems play a crucial role for artificial intelligence because they enable access to diverse and high-quality data. The Gaia-X Hub Austria brings together
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AMIGOS
- /en/research-topics/road-safety-accident-research/projects/amigos
AIT’s Mobility Observation Box and an application for the collection of new mobility data, which will feed a big data platform for their analysis and digital twins to visualize mobility scenarios. They [...] AIT will perform a before/after study for the ten safety improvement areas collecting real traffic data with the Mobility Observation Box (in ten cities across Europe). Isabela Erdelean, mobility expert
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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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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 [...] 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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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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Health Data Spaces
- /en/research-topics/digital-health/bioinformatics-1
Health Data Spaces Health Data Spaces There is something big on the horizon – the European Health Data Space (EHDS) “The European Health Data Space will help the EU to achieve a quantum leap forward in [...] Clinical Data Architecture (CDA) and OMOP-CDM. Data curation and annotation. We offer convenient services for smart data quality checks and auditable data editing and classification. Collaborative data modelling [...] hosing of data apps based on self-developed models/algorithms or third-party applications. Selected Projects D4Health Tirol We have integrated our federated secure data infrastructure to link data from hospitals
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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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PV power plants
- /en/solutions/photovoltaic/pv-power-plants
Plant: Data-Driven Performance and Fault Diagnosis A core aspect of AIT's work is the continuous monitoring and analysis of performance data from PV power plants. By utilizing state-of-the-art data collection [...] n of data analysis and machine learning algorithms Simulation of performance models ("Digital Twins") to detect system performance deviations and classify system failures based on collected data Correction [...] Correction of sensor measurement uncertainties Visualization of "Big Data" Your Benefits Clear insights and actionable measures for your PV power plants Fault detection and interpretation Strategies for optimizing
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