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AIT Data Scientist Anita Graser receives Geoinformatics Award 2022
with the challenges of Big Data in the field of movement data analysis. To this end, she developed systematic concepts for assessing data quality as well as the necessary technical tools. The latter include [...] Anita Graser is Data Science Expert in the research group "Data Science & Artificial Intelligence" and wrote her dissertation at the Paris-Lodron University Salzburg. In her thesis, she dealt with [...] use on Spark Clusters, as well as more accessible Python Libraries for the visual analysis of motion data. On 28 March, this year's award winners were selected by the Runder Tisch Geoinformationssysteme
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AIT Guest Lecture with Prof. Yee LEUNG
Leung will also examine how the ever-evolving ICT and IoT can facilitate urban sensing, and how big data such collected can be analyzed to support decision making. The talk will be substantiated by some [...] With the advancement of information and communication technology, data have become ubiquitous, multisource, multitype and multiscale. Acquisition and analysis of such information has become an important
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RETIDA
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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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ADV TRENDS - Talk
Efficient data processing based on photonics', Senior Scientist Bernhard Schrenk from the AIT Austrian Institute of Technology provided us with fascinating insights into the world of photonic data processing [...] contribute to energy-efficient and scalable data processing in the future. And why is this sustainable? Because silicon is ultimately a favoured waste product of the Big Bang due to the fine-tuning of the universe
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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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Data driven performance and failure diagnosis of PV syste
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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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OVE Fem-Meetup: Data Science & Artificial Intelligence
Digital Safety & Security, then spoke about big data analysis and how it can contribute to a better understanding of the Corona pandemic, for example. Big Data analysis is literally the search for a needle [...] held jointly with the AIT Austrian Institute of Technology, focused on the topics of women's careers, data science and artificial intelligence. What measures can companies take to promote women's careers? [...] to make a sustainable contribution to the positive development of Austria as a business location." Data Science and Artificial Intelligence Two successful female researchers gave an insight into their projects
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Digital Resilient Cities and Regions
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our differentiator. We combine innovative processes with the latest digital planning tools using big data and Artificial Intelligence (AI). Transcending the boundaries of traditional disciplines and enhancing [...] 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
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Industrial Data Science
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DSAI’s Industrial Data Science (IDS) portfolio can help firms make the most of their data, to conquer the digital transformation challenges. DSAI data analytics approaches span the entire data science lifecycle [...] Industrial Data Science Industrial Data Science DSAI investigates and applies data analytics approaches to gain new insights into industrial processes. The digital transformation provides industries with [...] analytics technology and big-data frameworks. Projects Data Science & Artificial Intelligence Projects × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send
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Publications
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(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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Insight into virtual currencies
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GmbH, WU - Wirtschaftsuniversität Wien Insight into Virtual Currency Ecosystems by making use of Big Data Technology Bitcoin is the most prominent example of a virtual cryptocurrency and the use of Blockchain [...] features and describe their technical implementation , (III) and then focus on the computational (Big Data) challenges with building such a platform. (IV) possible future research directions. × Kontakt Formular [...] challenge of the GraphSense project lies in the structure and constantly growing volume of transaction data to be analysed. The current total of around 100 million individual transactions form a transaction
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TX Day 2019
Sichtweisen Impulsvorträge: User Experience QualitätsmodelleZukünftige InteraktionsformenSynergie von Big Data und Experience OptimierungExperience mit neuen technologischen Entwicklungen (z.B. Automatisierung)
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ITS World Congress and Exhibition Bordeaux
ons for sustainable mobility Automated Roads, Automated Management, Automated DrivingAre Big Data and Open Data transport’s "silver bullets"? It would be our pleasure to welcome you to this year’s
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Disinformation Detection
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information on social networks makes this task a Big Data problem that also requires attention to the technical aspects of managing and processing such volumes of data. Therefore, we combine this with our research [...] Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Mina Schütz Data Science & Artificial Intelligence mina.schuetz(at)ait.ac.at
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Smart Spatial Planning
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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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4TH INTERNATIONAL DATA SCIENCE CONFERENCE (IDSC21)
without sound data science. This concerns areas such as Artificial Intelligence, Internet of Things (IoT), but also Industry and Production 4.0 and furthermore enables advances in data mining, data analysis [...] high-profile keynotes from: Cornelia Schaurecker, Vodafone Group Global Director Big Data & AI Allan Hanbury, Professor for Data Intelligence, Head of E-Commerce Research Unit und Vice Dean of Academic Affairs [...] development and application spectrum of Data Science This year, iDSC 2021 will feature 5 top-class keynote speakers who will provide a wide-ranging overview of current data science research and implementation
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AIT Urban Academy training on smart urban development and management
integrated sustainable urban development, urban governance, low-carbon strategies and technologies, big data exploration, and urban resilience. The participants got the chance to gain practical and theoretical
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IoT-Fachkongress 2017: Vortrag von Wolfgang Ponweiser
findet in Wien der von Austrian Standards veranstaltete IoT-Fachkongress 2017 statt. Unter dem Motto „Big Data, Cloud, Datenschutz & Co – mit Standards zum Erfolg“ greifen Expertinnen und Experten wie
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Data Science
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Data Science Data Science A typical data science workflow covers the key phases data aggregation and normalization, data analytics, data visualization, as well as data publication and preservation. All [...] in a data science workflow, which typically begins with a clear hypothesis or problem formulation and covers the following subsequent phases: data aggregation and normalization, data analytics, data vis [...] three thematic areas: Cultural Data Science, Industrial Data Science and Data Science for Public Security. Industrial Data Science The digital transformation provides industries with unparalleled opportunities
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AIT HOSTS VIRTUAL 4TH INTERNATIONAL DATA SCIENCE CONFERENCE (IDSC21)
Meir-Huber, Head of Data at the Uniqa Insurance Group and data strategy blogger on www.cloudvane.net, will use his keynote, titled “The Data Mesh”, to explore the development of data management via the [...] revolutionary stages of relational databases, data lakes, and finally the data mesh. He will then present and explain how the data mesh as a disruptive data usage concept can be used to create business [...] possible by data science. They cover fields including Artificial Intelligence (AI), the Internet of Things (IoT), as well as Industry and Production 4.0, while also enabling advances in data mining, data analysis
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