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AVL and AIT cooperate in the field of automotive safety
solutions with its application know-how, thereby offering customers extensive tools in areas such as Big Data, Artificial Intelligence, Cybersecurity or Embedded Systems. AVL's passion is innovation. Together [...] software solution. As the volume and complexity of software in vehicles, often referred to as the "data center on wheels," increases, so do the attack surfaces for cyberattacks in the automotive market
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AIT and TU Delft launch international doctoral programme on the sustainable transformation of the energy system using artificial intelligence
areas: using Big Data analytics to efficiently plan, design and operate future energy systems based on novel methods for data acquisition and management; data integration and dissemination; data processing;
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Award for AIT Startup Initiative
- /en/blog/award-for-ait-startup-initiative
economic added value. To support this process, an entrepreneurship program entitled "Time to think big - Explore, connect and start your business!" has been restructured and strengthened in recent years [...] therapy for chronically ill people. In this telehealth system, the patient transmits his or her vital data via app to the attending physician or therapist, who monitors developments and makes therapy adjustments
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Norbert Brändle represented the AIT in the OECD roundtable on Big Data in transport
The “Use of Big Data in Transport Models Roundtable” of the OECD International Transport Forum (ITF) determined the most relevant use cases for Big Data in the modelling of transport demand and transport [...] (US Department of Transport, Bureau of Transportation Statistics) and explored the possibility of Big Data to complement or replace traditional travel surveys, reflecting how many trips people make, to which [...] be published by the ITF End of January 2021. More information on https://www.itf-oecd.org/big-data-transport-models-roundtable
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Best Paper Award to AIT Experts for Cyber and Physical Systems
detailed local information and proportionally limited view on the bigger picture. Conversely, the big picture avoids complicating details, and as such displays the system components as atomic “black boxes” [...] each of which have their own group of experts and management processes. We identify a small set of data items that is required about the physical and cyber parts of a system, along with a high-level description
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AIT Lecture Series: Mobility Systems
Mobility Data Analytics, included an invited course during 2018 ACM Europe Summer School on Data Science. He has participated in a number of research projects related to Data Science and Big Data, with EU [...] Mobility Data Analytics (MDA) are overviewed, including data acquisition, processing, and mining aspects. Current trends in MDA, such as semantic / holistic trajectory modelling and big mobility data management [...] Professor of Data Science at the Department of Informatics, University of Piraeus, Greece. He serves or has served at the editorial boards of ACM Computing Surveys (2016-) and the Int'l Journal on Data Warehousing
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AIT Experten auf dem European Big Data Value Forum
in der Session „Using big data to fight internet-organized crime“ Ergebnisse und Erkenntnisse aus den H2020-Projekten TITANIUM und DANTE. DANTE zielt darauf ab, automatisierte Data-Mining und Analyselösungen [...] Von 12. bis 14. November fand das European Big Data Value Forum in Wien statt. Das Forum ist eine wichtige europäische Veranstaltung für Wirtschaftsförderer, BranchenexpertInnen, ForscherInnen und politische
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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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Training Workshop for IRAN delegation at AIT
the application of ICT for Smart cities, urban governance, low-carbon strategies and technologies, big data exploration, and environmental resources and technologies. All items were considered against the
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Junior Alpbach workshop on fake news
the countermeasures which are available to combat disinformation. They also explored the topics of big data – taking the People’s Republic of China as an example (e.g. social rankings) – as well as questions [...] assess and distribute content, today and in the future.” Philipp Agathonos: “China recently described big data as the diamond mines of the 21st century, and is investing billions in research and development [...] bodies should have access to private data. If we are to remain competitive, here in Europe we must quickly master the balancing act of protecting our private data while making this valuable resource available
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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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Network Analysis
- /en/research-topics/data-science-artificial-intelligence/solutions-services/network-analysis
complex systems, including data networks but not limited to that. By enabling the analysis of highly-dimensional data with both real-time and large-scale requirements, AI and big data principles and platforms [...] design scalable online and offline data mining and machine learning-based techniques and platforms to monitor and characterize extremely large volumes of network traffic data and carry out NTMA. Network Quality [...] services from the standpoint of the end user or service customer. AIT’s AI-based Internet-QoE relies on big data analytics to generate useful user-centric insights from large-scale network measurements, even under
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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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Wanted: Antibodies against the coronavirus
- /en/blog/wanted-antibodies-against-the-coronavirus
early as the next few weeks. What is already clear is that "our antigens have very good specificity data," says Binder. If everything goes according to plan, the regulatory performance evaluation review [...] test provides quantitative information: it can be used to determine an antibody titer. "That's the big advantage of our test," Jung says. However, there is no advantage without a disadvantage: the multiplex
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Applied Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence
responsibly handle data. As a Data Science research group, we have profound knowledge of Data Science workflows, especially in the context of Artificial Intelligence, to analyze and model data and datasets and [...] orchestration of disciplines such as Data Science, Artificial Intelligence and Software Engineering is the focus of the AIT research field Applied Artificial Intelligence. Data Science & AI Applying AI solutions [...] and outliers. This interplay of Data Science and Artificial Intelligence is further applied to monitor context drifts in continuous learning systems and to manage data security in federated learning e
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Augmented CCAM: The future of mobility through innovative infrastructure solutions
solutions for PDI support are being developed in the project. These are based on innovative AI and Big Data techniques and aim to extend the operational design domain (ODD) of automated vehicles. These include
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Augmented CCAM
- /en/research-topics/road-safety-accident-research/projects/augmented-ccam
solutions for PDI support are being developed in the project. These are based on innovative AI and Big Data techniques and aim to extend the operational design domain (ODD) of automated vehicles. These include
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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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Automation technology
- /en/blog/automation-technology
Center for Vision, Automation & Control. "AI plays a crucial role in this. The big challenge is how to interpret this data. To do this, you combine sensor fusion methods with machine learning and a priori [...] knowledge in the form of physical models or semantic information." © Andreas Kugi "The big challenge is how to interpret this data. To do that, you combine sensor fusion methods with machine learning and a priori [...] These vehicles sow seeds, note where a crop is located, detect weeds with sensors (and analyze the data using AI methods) and kill unwanted plants with high-voltage pulses. Precision farming" is possible
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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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