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Big Data
- /en/research-topics/data-science-artificial-intelligence/data-science/big-data
Big Data Big Data Big data refers to extremely large sets of structured and unstructured data that cannot be handled with traditional methods. Artificial Intelligence (AI) and Machine Learning (ML) ap [...] end-to-end data analysis process, turning big data into better data for AI/ML applications. Big data pre-processing, filtering of noise, identification and removal of bias, as well as data structuring [...] your data. We also design and apply big data frameworks enabling the ingestion, processing, and analysis of your big data through AI/ML, both for offline massive datasets as well as fast online data streams
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Expo Dubai 2020: AIT presents digital city planning know-how in the iLab
co-creation of new knowledge. Here, cutting-edge digital technology and innovative approaches meet big data and artificial intelligence (AI)-powered urban planning tools. Using augmented reality, real-time
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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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Industrial Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science/industrial-data-science
DSAI’s Industrial Data Science (IDS) portfolio can help firms make the most of their data, to conquer the digital transformation challenges. DSAI data analytics approaches span the entire data science lifecycle [...] Industrial Data Science Industrial Data Science DSAI investigates and applies data analytics approaches to gain new insights into industrial processes. The digital transformation provides industries with [...] analytics technology and big-data frameworks. Projects Data Science & Artificial Intelligence Projects × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send
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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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Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science
Data Science Data Science A typical data science workflow covers the key phases data aggregation and normalization, data analytics, data visualization, as well as data publication and preservation. All [...] in a data science workflow, which typically begins with a clear hypothesis or problem formulation and covers the following subsequent phases: data aggregation and normalization, data analytics, data vis [...] three thematic areas: Cultural Data Science, Industrial Data Science and Data Science for Public Security. Industrial Data Science The digital transformation provides industries with unparalleled opportunities
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Team
- /en/research-topics/data-science-artificial-intelligence/team
http://pcasas.info/ Dragaschnig, Melitta Software Engineering and Architecture, Big (Geospatial) Data Technologies, Mobility Data Analysis, Linux Cluster Administration https://orcid.org/0000-0001-5100-2717 [...] 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 [...] com/citations?user=Hm7mEbgAAAAJ&hl=de Bernadó, Laura Statistical Modeling, Data Analytics and Prediction, Green Data Science https://scholar.google.com/citations?hl=ca&user=t7SviLQAAAAJ https://orcid
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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 [...] le 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
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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
- /en/themen/schulung-weiterbildung/weiterbildung-im-bereich-data-science/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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Data driven performance and failure diagnosis of PV syste
- /en/solutions/photovoltaic/data-driven-performance-and-failure-diagnosis-of-pv-systems
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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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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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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Responsive Cities & Regions
- /en/solutions/sustainable-cities-regions-and-living-spaces/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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