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Reference Projects
- /en/research-topics/data-science-artificial-intelligence/reference-projects
Reference Projects Industrial Data Science Runtime Name Funding Schema 2021 - 2023 INTERACTIVE FFG 2019 - 2022 COGNITUS FFG 2016 - 2019 Data Market Austria FFG 2016 - 2019 Big-DAMA WWTF We are also cooperating [...] commissioned research projects that are confidential. More information upon request (Contact: Ross King). Data Science for Public Security Runtime Name Funding Schema 2021 - 2025 STARLIGHT H2020 Secure Societies [...] also cooperating with other partners on the following projects: Defalsif-AI , VICTORIA . Cultural Data Science Runtime Name Funding Schema 2021 - 2023 Machines Reading Maps NEH and AHRC 2021 - 2022 En
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Team
- /en/research-topics/data-science-artificial-intelligence/team
AAAAJ&hl=de Melitta Dragaschnig Software engineering and architecture, Big (geospatial) data technologies, Mobility data analyses, Linux cluster administration https://orcid.org/0000-0001-5100-2717 [...] Intelligence, Big Data https://www.linkedin.com/in/dr-techn-srdjan-stevanetic-b286152a/ Michela Vignoli Digital Humanities, Machine Learning and Artificial Intelligence, Open Science, Open Data https://orcid [...] Team Team AIT’s Data Science & Artificial Intelligence (DSAI) team is a multidisciplinary group of experienced scientists and engineers with diverse backgrounds - from data analytics, applied mathematics
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Data Science & Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence
Natural Language Processing Graph Analysis Big Data High Performance Computing Industrial Data Science Data Science for Public Security Cultural Data Science Projekte Data Science & Artificial Intelligence Projekte [...] provides expertise for each step in a data science workflow covering the key phases data aggregation and normalization, data analytics, data visualization, as well as data publication and preservation. All [...] provides data science consulting and solutions for making informed decisions based on large, heterogeneous, and real-time data under strict conditions of IT security and data protection. Data Science DSAI
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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 HOSTS VIRTUAL 4TH INTERNATIONAL DATA SCIENCE CONFERENCE (IDSC21)
Meir-Huber, Head of Data at the Uniqa Insurance Group and data strategy blogger on www.cloudvane.net, will use his keynote, titled “The Data Mesh”, to explore the development of data management via the [...] revolutionary stages of relational databases, data lakes, and finally the data mesh. He will then present and explain how the data mesh as a disruptive data usage concept can be used to create business [...] possible by data science. They cover fields including Artificial Intelligence (AI), the Internet of Things (IoT), as well as Industry and Production 4.0, while also enabling advances in data mining, data analysis
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4TH INTERNATIONAL DATA SCIENCE CONFERENCE (IDSC21)
without sound data science. This concerns areas such as Artificial Intelligence, Internet of Things (IoT), but also Industry and Production 4.0 and furthermore enables advances in data mining, data analysis [...] high-profile keynotes from: Cornelia Schaurecker, Vodafone Group Global Director Big Data & AI Allan Hanbury, Professor for Data Intelligence, Head of E-Commerce Research Unit und Vice Dean of Academic Affairs [...] development and application spectrum of Data Science This year, iDSC 2021 will feature 5 top-class keynote speakers who will provide a wide-ranging overview of current data science research and implementation
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Predictive Healthcare Information Systems
- /en/solutions/predictive-healthcare-information-systems
FROM BIG DATA TO DECISIONS We support healthcare professionals in deriving information from the complex and rapidly growing amount of digital data in health and care systems (Big Health and Care Data). With [...] Record Linking", compatible with the General Data Protection Regulation IT solutions for the use of healthcare data for research purposes Predictive analytics - data-driven decision support for healthcare providers [...] care data to support healthcare professionals in their decision-making processes. PATH With our Predictive Analysis Toolset for Healthcare (PATH), we support healthcare providers in developing data-driven
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OVE Fem-Meetup: Data Science & Artificial Intelligence
Digital Safety & Security, then spoke about big data analysis and how it can contribute to a better understanding of the Corona pandemic, for example. Big Data analysis is literally the search for a needle [...] held jointly with the AIT Austrian Institute of Technology, focused on the topics of women's careers, data science and artificial intelligence. What measures can companies take to promote women's careers? [...] to make a sustainable contribution to the positive development of Austria as a business location." Data Science and Artificial Intelligence Two successful female researchers gave an insight into their projects
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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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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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Datenanalyse für Einsteiger aus der Technikbranche
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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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Data driven performance and failure diagnosis of PV syste
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Data driven performance and failure diagnosis of PV syste Data driven performance and failure diagnosis of PV systems Digital technologies are widely used in PV power plants operation to increase asset [...] n of data analytics and machine learning algorithms Simulation of performance models (“Digital Twins”) to detect system performance deviations and classification of system failures based on data feeds [...] feeds Correction of sensor measurement uncertainties Visualization of “Big Data” Your benefits Visualized insights and actions of your PV power plants Detection and interpretation of failures Actions
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Norbert Brändle represented the AIT in the OECD roundtable on Big Data in transport
The “Use of Big Data in Transport Models Roundtable” of the OECD International Transport Forum (ITF) determined the most relevant use cases for Big Data in the modelling of transport demand and transport [...] (US Department of Transport, Bureau of Transportation Statistics) and explored the possibility of Big Data to complement or replace traditional travel surveys, reflecting how many trips people make, to which [...] be published by the ITF End of January 2021. More information on https://www.itf-oecd.org/big-data-transport-models-roundtable
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Smart Spatial Planning
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urban isn’t on its way: we’re applying it now. We develop and apply cutting-edge tools, while using big data and AI for smart urban planning and management. We believe that today’s complexities call for highly [...] and private businesses to: build data-informed scenarios for their strategic planning; use AI to design new districts; visualise urban complexities; and identify which data and tools are needed to reap the [...] new planning experiences and insights combing novel digital methods like augmented reality. Spatial Data Analytics We mine cities for information in order to visualise and plan their future. In doing so
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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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in-source
- /en/in-source
The project will combine urban big data with emerging urban modeling tools in order to assess urban transformation strategies. The main result will be a shared urban data and modeling framework, integrating [...] system models. Involving urban stakeholders in the whole process: developing indicators, including data, developing tools to model and visualize the impacts and help developing strategies. Considering common
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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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MARNG
- /en/research-topics/mobility-data-collection-and-analysis/projects/marng
concepts that will offer interoperability, safety, security, and performance. New data analysis methods, derived from the big data domain, will drive mission critical decision support for the maritime domain [...] . Due to coastal wide sensor networks the data load has increased exponentially and current system architectures are no longer sufficient to process that data efficiently. MARNG researches new concepts [...] (2020). The M³ massive movement model: a distributed incrementally updatable solution for big movement data exploration. International Journal of Geographical Information Science, 34(12), 2517-2540. doi:10
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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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