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in-source

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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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70%

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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28%

LICORICE

/en/research-topics/cyber-security/projects/licorice

Scalable Tools for Self-Sovereign Identity and Data Protection Framework Global accelerated digital transformation, shaped by disruptive technologies (AI and Big Data, Metaverses and Web3, etc.), brings both [...] forms of data abuse and the corresponding growth of public concern over loss of data control or identity-related crimes. In this context, preserving trust among stakeholders with strong data protection [...] which benefit from the upcoming EU Digital Identity ecosystem and for fully developing EU data spaces for data exchange in federated computation scenarios. With its results accurately oriented towards

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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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OptiMaaS

/en/research-topics/transport-optimisation-energy-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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36%

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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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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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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Projects overiew

/en/projects

Multi-concern and Seamless Assurance and Certification of... Data-T-Rex Data-based optimisation of metallurgical phenomena Data-T-Rex Data-based optimisation of metallurgical phenomena DEDAluS Additive [...] railroad bridges Dynamics of noise barriers E-ARK E-DIVER Use of E-Call data in the context of traffic management E-DIVER Use of E-Call data in the context of traffic management e-WALK Analysis of safety and [...] Systems Cooperative Digital Technologies Cyber Security Cyber Security & Communication Technologies Data Science & Artificial Intelligence Dynamic Transportation Systems Electric Vehicle Technologies Enabling

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23%

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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52%

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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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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Sitemap

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Reality Responsible Biometrics 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 [...] Sheet metal forming Cryoforming E-Forming PhaseXpert ReForming not Remelting DATA BRATA Laboratories Projects AMALFI COMPASS Data-T-Rex M4AM Pro-Imagine ProMetHeus ReMaP Titania ZDM Wire-based Additive M [...] Research Topics Data Science for Public Security Green AI Environmental Analytics Multimodal Information Retrieval Biometrics or Identity Management Projects AI4PT AI4Trees AMMONIS Big-DAMA BorderForce

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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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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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59%

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