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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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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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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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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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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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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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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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