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Mobility Data Collection and Analysis

/en/research-topics/mobility-data-collection-and-analysis

measurement from big data resource and mobility data analytics for dynamic and interactive transport management. Research Topics Travel Demand Measurement from Big Data Resources Mobility Data Analytics for [...] Mobility Data Collection and Analysis Mobility Data Collection and Analysis Digitalisation and the massive data generates presents new opportunities to collect and analyse mobility data of people and goods [...] for Dynamic & Interactive Transport Geo-Spatial Big Data Analytics Our solutions Mode Innovative solutions for tracking movement data Smart Survey Mobility surveys made easy with smartphones Autonomous Ticketing

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96%

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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52%

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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82%

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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63%

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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61%

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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49%

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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73%

Smart Cities Demo Aspern

/en/research-topics/smart-grids/projects/smart-cities-demo-aspern

digitisation processes. It is used to gather the measurement data and interpret this data using business analytics methods. “Assessing energy data using this approach is relatively new,” says Friederich Kupzog [...] of funding from the Austrian Climate and Energy Fund to investigate the big issues in the future of urban energy using real data for the first time. AIT provides scientific support for this project led [...] smart power meters and data on room temperature, indoor air quality etc.” says the expert. In this way, the researchers can filter out the various types of energy user. “For data protection reasons, the

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43%

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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52%

Forschung für eine lebenswertere Stadt

/en/blog/forschung-fuer-eine-lebenswertere-stadt

Design“ – kurz: InFraReD – entwickelt. Im Kern geht es dabei um eine auf Künstliche Intelligenz (KI), Big Data und Augmented Reality (AR) gestützte Plattform, die Mobilität in der Stadtplanung für Bestands-

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26%

Datenanalyse für Einsteiger aus der Technikbranche

/en/themen/training-education/weiterbildung-im-bereich-photovoltaik/lehrgang-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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37%

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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68%

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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77%

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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55%

Sensing Travel Behavior

/en/solutions/sensing-travel-behavior

massive data it generates presents new opportunities to collect and analyse mobility data of people and goods. The AIT combines solid and profound know-how in machine learning, geo-spatial big data analytics [...] for tracking movement data Smart Survey Mobility surveys made easy with smartphones autonomous Ticketing Enable your mobile app for next generation ticketing Large-Scale Mobility Data Analytics

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81%

Data driven performance and failure diagnosis of PV syste

/en/solutions/photovoltaic-modules-power-plants/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” × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send DI Christoph Mayr

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72%

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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40%

Geo-spatial big data analytics

/en/research-topics/mobility-data-collection-and-analysis/geo-spatial-big-data-analytics

Geo-spatial big data analytics Geo-spatial big data analytics Developing technically sound and efficient solutions for mobility data collection and analysis from machine-generated sensor data poses multiple [...] tion network datasets, and intuitive visualization of both raw data and analyzed mobility data. AIT has profound competencies in big data and geo-spatial database management, statistical learning, and [...] Patterns in Cell Phone Data "; Transportation, 42 (2015), 4; 597 - 623. M. Ulm, P. Widhalm, N. Brändle: " Characterization of mobile phone localization errors with OpenCellID data "; in:" 4th International

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81%

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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78%

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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74%

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