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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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Sitemap
- /en/sitemap
STARLIGHT TITANIUM VIRTCRIME Data Science Our Offer Industrial Data Science Projects Data Science for Public Security Projects Cultural Data Science Projects Graph Analysis Big Data High Performance Computing [...] AIT-SA-20191129-01 AIT-SA-20200301-01 AIT-SA-20220208-01 Kunden & Partner Data Science & Artificial Intelligence Projekte AMMONIS Big-DAMA COGNITUS COPKIT DMA E-ARK EnrichEuropeana EnrichEuropeana+ Europeana [...] Vision 2014 Security Security 2014 Security 2012 Security 2010 Career Cooperative Digital Technologies Data Science & Artificial Intelligence Security & Communication Technologies Sensing & Vision Solutions
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RETIDA
- /en/research-topics/mobility-data-collection-and-analysis/projects/retida
enabling real-time data access for interactive scenarios on top of complex data-intensive workflows. The project REDITA develops a real-time data analytics platform enhancing an existing data pipeline toolchain [...] RETIDA Real-Time Data Analytics in the Mobility Domain The ever-increasing amount of data available in various research domains leads to new scientific and industrial challenges. The data captured and managed [...] produced continuously (data streams) and have a variety of formats ranging from text files (e.g. Twitter messages) to binary formats (cell phone data or GPS traces). Such heterogeneous data streams increase
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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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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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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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Smart Spatial Planning
- /en/solutions/digital-resilient-cities-and-regions/smart-spatial-planning
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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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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Mode
- /en/solutions/sensing-travel-behavior/mode
reliable recognition of the means of transport used, and travelled routes using smartphones. MODE: big data, big advantage Reliable identification of the used means of transport Easy integration in existing [...] applications Privacy and data protection are an inherent part of the software design concept Low impact on battery MODE, applied Next generation mobility surveys – superior data quality Multimodal e-ticketing [...] analysis The collected mobility data is sent to the AIT server for analysis and storage and made available for further processing via standardised interfaces. Privacy and data security have the highest priority
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Mobile Revolution
certain parts of the city and certain transport modes online. The more people and devices turn into data suppliers, the earlier you can react – and also forecast, in a further step, what can be expected [...] logistics in the city. Further development of electric drives and batteries is, therefore, also a big topic. Linkwww.zeroemissioncities.at
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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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OptiMaaS
- /en/research-topics/transport-optimization-logistics/projects/optimaas
Mobility as a Service (MaaS) offers. Existing spatial structures within the urban periphery have a big impact on the citizens’ mobility options. OptiMaaS develops new methods and processes addressing the [...] implemented in urban periphery considering geographic, demographic, infrastructural and sociodemographic data and (2) how an adequate MaaS-operator-landscape, can be set up there. This leads to: a) planning-methods [...] improving the dissemination and social acceptance of MaaS-offers and builds a common ground for new, data-driven governance and city planning policies. The project OptiMaaS is being implemented as part of
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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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Increase quality through optical inspection
- /en/blog/increase-quality-through-optical-inspection
offer our industrial partners holistic solutions - that is, from (optical) sensors that record the data to algorithms that independently decide, for example, whether or not it is a surface defect," explains [...] system is that the moving object is recorded with just one camera at several viewing angles and this data is intelligently linked," Markus Clabian summarizes. The inspection system developed by AIT has now [...] intaglio print on the eyeball is clearly visible at a measured depth of 57 µm. Smallest details, very big Another area of application for modern ICI technologies is the inspection of banknotes: Here, technologies
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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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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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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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High-tech in the fight against fake news
- /en/blog/high-tech-in-the-fight-against-fake-news
words can be put into context more and more effectively in the process. "The big challenge is how to reference different data sets," Schindler said. How does fake news work? That is why the researchers [...] them correctly. "The two artificial intelligences train each other," explains Ross King, head of the Data Science & Artificial Intelligence Competence Unit at AIT. Something similar can be applied to videos [...] s that you just have to follow step by step," reports Alexander Schindler, a fake news expert and data scientist at AIT. However - and this is the good news - this method for high-quality fakes is very
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Experience Measurement
- /en/research-topics/experience-measurement
constraints. Data driven (in sync with the current developments of big data research) insights into actual use, mapped to well understood quality factors (experience factors), is a big gain towards i [...] the last years. In this respect, the ability to acquire, process and understand experience-related data in a reliable, valid and objective fashion has become prerequisite for benchmarking and improving
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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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