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Data driven performance and failure diagnosis of PV syste

/en/solutions/photovoltaic/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” Your benefits Visualized insights and actions of your PV power plants Detection and interpretation of failures Actions

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69%

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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78%

Travel Demand Measurement from Big Data Resources

/en/research-topics/mobility-data-collection-and-analysis/travel-demand-measurement-from-big-data-resources

Travel Demand Measurement from Big Data Resources Travel Demand Measurement from Big Data Resources Mobility of people is the result of a travel demand for activities such as working, shopping, education [...] develops novel techniques for exploiting big data resources such as sensor data of smartphones, communication signals between smartphones and cell towers and other data resources for obtaining timely and accurate [...] privacy-aware techniques for measuring travel demand from large scale sensor data. Automatic collection and analysis of data about people’s mobility behaviour is important for preparing and assessing urban

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77%

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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78%

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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76%

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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71%

Datenanalyse für Einsteiger aus der Technikbranche

/en/themen/schulung-weiterbildung/weiterbildung-im-bereich-data-science/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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35%

Sitemap

/en/sitemap

Kunden & Partner Data Science & Artificial Intelligence Multimodal Analytics Language Analytics Graph Analytics Computer Vision Data Science Our Offer Industrial Data Science Projects Data Science for Public [...] Public Security Projects Cultural Data Science Projects Graph Analysis Big Data High Performance Computing Applied Artificial Intelligence Our Offer Artificial Intelligence Audio Explainable Artificial [...] Vision 2014 Security Security 2014 Security 2012 Security 2010 Career Cooperative Digital Technologies Data Science & Artificial Intelligence Security & Communication Technologies Center for Health & Bioresources

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26%

AMIGOS

/en/research-topics/road-safety-accident-research/projects/amigos

AIT’s Mobility Observation Box and an application for the collection of new mobility data, which will feed a big data platform for their analysis and digital twins to visualize mobility scenarios. They [...] AIT will perform a before/after study for the ten safety improvement areas collecting real traffic data with the Mobility Observation Box (in ten cities across Europe). Isabela Erdelean, mobility expert

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57%

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%

Maschinelles Lernen in Energiesystemen

/en/loesungen/network-operators-energy-service-providers/maschinelles-lernen-in-energiesystemen

Expert:innen für Datenanalyse und maschinelles Lernen über umfangreiche Erfahrungen in der Nutzung von Big Data und der Anwendung von zeitreihenbasierten Messdaten unter Verwendung statistischer Methoden und

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45%

GPEC 2020

/en/about-the-ait/center/center-for-digital-safety-security/fairs-events/gpec-2020

developed. Public security Using AI, Big Data Science and modern sensor fusion techniques, forensic tools are developed for the analysis of large amounts of image and video data for the fight against terrorism [...] replicated IT environments that reflect realistic requirements and to train defence and countermeasures. Data Science & Artificial Intelligence (AI) The AIT is specialized in AI-based detection technologies in

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50%

How "Big Tech" is changing Austria

/en/blog/how-big-tech-is-changing-austria

promote their own Big Tech companies, thus limiting the influence of global Big Tech corporations in their own economic area. The EU should invest more in R&D and the development of its own big tech companies [...] On the other hand, however, there is a whole series of downsides, such as how our data is handled. In any case, ‘big tech’ is bringing about a dramatic shift in economic activity and the distribution [...] possible futures for big tech in Europe. These scenarios, looking ahead to 2040, are based on two dimensions: the first is the future development of globalisation. After all, Big Tech needs open, global

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81%

Responsive Cities & Regions

/en/solutions/sustainable-cities-regions-and-living-spaces/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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49%

FULL-MAP

/en/research-topics/hybrid-electric-aircraft-technologies/projects/full-map

creation of a comprehensive Data Management Plan, which will include transparent governance structures for data ownership, access, and usage. These measures ensure that data management within the FULL-Map [...] FULL-MAP Accelerating battery innovation for a sustainable future Use of artificial intelligence, big data and autonomous synthesis to accelerate the development of tomorrow's battery technology Batteries [...] role in data management, modelling and simulation The AIT Austrian Institute of Technology is a central research partner in the project and contributes its extensive expertise in the areas of data management

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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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70%

AI & Machine Learning

/en/research-topics/ai-machine-learning

finding custom solutions to their specific problems. Data Management & Analysis Big amounts of data play a central role in machine learning . The data to be used to parametrise or build a model are oftentimes [...] rapid increase in computational power and available data over the last two decades. We use machine learning to assist existing models, especially for data-driven system control and for problem-solving where [...] accounting for their peculiarities. In addition, data may contain all kinds of errors. Some easy-to-detect errors are identified and eliminated during data cleaning or pre-processing . Other errors are more

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45%

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%

Language Analytics

/en/research-topics/data-science-artificial-intelligence/multimodal-analytics/language-analytics

applying Large Language Models (LLMs) Application Domains Disinformation Detection, Hybrid Threats Big Data Analytics × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff *

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60%

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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62%

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