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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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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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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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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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Publications
- /en/research-topics/data-science-artificial-intelligence/publications
(ACM MM) , 2020. A. D’Alconzo, I. Drago, A. Morichetta, M. Mellia, P. Casas (2019) A Survey on Big Data for Network Traffic Monitoring and Analysis. In IEEE Trans. on Network and Service Management (TNSM) [...] Fast: Continuous Learning over Streaming Data. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Workshop on Continual Learning , 2018. Data Science for Public Security A. Lindley, [...] Fake-Shops through Machine Learning. In Proceedings of the 2020 IEEE International Conference on Big Data , 10-13 December 2020. IEEE, Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923.
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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