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Network Analysis
- /en/research-topics/data-science-artificial-intelligence/solutions-services/network-analysis
management and is needed to guarantee the correct operation of large-scale and/or complex networks. At AIT we design scalable online and offline data mining and machine learning-based techniques and platforms [...] the functioning of networks and 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 [...] Nachricht * Send Dr. Pedro Casas Data Science & Artificial Intelligence +43 50550 4104 pedro.casas(at)ait.ac.at
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Consumer Protection
- /en/research-topics/data-science-artificial-intelligence/solutions-services/consumer-protection
fighting illegitimate subscription services, counterfeit goods and fraudulent e-commerce offerings. AIT provides an integrated pipeline for stakeholders reaching from data acquisition to Machine Learning [...] Betreff * Nachricht * Send Mag. Andrew Lindley Research Engineer +43 50550 4272 andrew.lindley(at)ait.ac.at
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Natural Language Processing
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/natural-language-processing
spoken language and to extract and learn contextual information relevant for our application domains. AIT provides the expertise and support for a broad range of use cases with regard to large text corpora [...] costly annotation and labelling of text, because this task relies on manual work and domain knowledge. AIT’s open source annotation platform Recogito provides a flexible, efficient, and highly customizable [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Sven Schlarb Scientist +43 50550 4179 sven.schlarb(at)ait.ac.at × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht
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Disinformation Detection
- /en/research-topics/data-science-artificial-intelligence/solutions-services/disinformation-detection
schindler(at)ait.ac.at × Kontakt 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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Predictive Analytics & Maintenance
- /en/research-topics/data-science-artificial-intelligence/solutions-services/predictive-analytics-maintenance
Predictive Analytics & Maintenance Predictive Analytics & Maintenance Predictive Analytics At AIT we use historical data, statistical algorithms and machine learning techniques to predict future events [...] condition of industrial equipment in order to determine when maintenance activities should be carried out. AIT trains and applies machine-learning models to detect degradations of machines or machine parts, allowing [...] Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at
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Multi-Modal Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/multi-modal-artificial-intelligence
information such as the audio layer of videos or the text of document images is neglected. Here at AIT, we focus on the complex task of harnessing and combining information from multiple modalities to develop [...] Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at
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Explainable Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/explainable-artificial-intelligence
performance by having gained more insight into its learning structure and the input data. Here at AIT, we incorporate explainability in our AI systems to improve the performance and detect biases in the [...] Anahid Naghibzadeh-Jalali Scientist +43 50550 4262 +43 50550 4150 seyedehanahid.naghibzadehjalali(at)ait.ac.at
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Applied Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence
environment requires comprehensive understanding and control of all components and technologies. At AIT we focus on partial aspects of AI, such as AI-Audio, network analysis, explainable AI, but also on [...] 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 responsibly [...] Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht
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Cultural Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science/cultural-data-science
* E-Mail * Betreff * Nachricht * Send Dr. Sergiu Gordea AIT Austrian Institute of Technology +43 50550 4274 +43 50550 4150 sergiu.gordea(at)ait.ac.at [...] analysis of cultural heritage. Data is becoming an increasingly important resource in Cultural Heritage. AIT Cultural Data Science provides services and solutions to support digitalization in national libraries
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Big Data
- /en/research-topics/data-science-artificial-intelligence/data-science/big-data
turn into a curse to data analytics, making it more challenging to get useful insights from it. At AIT we are experts not only in the application of AI/ML to general data analytics problems, but also in [...] Nachricht * Send Dr. Pedro Casas Data Science & Artificial Intelligence +43 50550 4104 pedro.casas(at)ait.ac.at
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Artificial Intelligence Audio
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/artificial-intelligence-audio
alexander.schindler(at)ait.ac.at × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Lam Pham Scientist +43 664 88904375 lam.pham(at)ait.ac.at [...] security applications for the perception and interpretation of scenes, events and potential threats. At AIT, we focus on applied tasks such as acoustic scene interpretation and understanding, audio event detection
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High Performance Computing
- /en/research-topics/data-science-artificial-intelligence/data-science/high-performance-computing
Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at
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Graph Analysis
- /en/research-topics/data-science-artificial-intelligence/data-science/graph-analysis
recent years, we are witnessing an unprecedented growth of graph datasets across domains. Here at AIT, we investigate and apply novel algorithmic methods for processing and learning from large, connected [...] Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at
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MAST3RBoost
- /en/research-topics/wire-based-additive-manufacturing/projects/mast3rboost
storage system already in the design phase. The LKR Leichtmetallkompetenzzentrum Ranshofen of the AIT contributes in particular its expertise in the field of Wire-Arc Additive Manufacturing (WAAM) - the [...] Additive Manufacturing /Light Metals Technologies +43 664 825 1404 +43 50550-6595 Stephan.Ucsnik(at)ait.ac.at Project partners Envirohemp Contactica S.L. Agencia Estatal Consejo Superior de Investigaciones
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Training in the field of heat pumps
- /en/research-topics/training-education/training-in-the-field-of-heat-pumps
and air conditioning systems on planning, installation, commissioning and maintenance offered by the AIT Austrian Institute of Technology are an essential success factor for planners and installers. Graduates
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Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science
more Cultural Data Science Data is becoming an increasingly important resource in Cultural Heritage. AIT Cultural Data Science provides services and solutions to support digitalization in national libraries [...] Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at
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Data Science for Public Security
- /en/research-topics/data-science-artificial-intelligence/data-science/data-science-for-public-security
Send Dr. Alexander Schindler Senior Scientist +43 50550 2902 +43 50550 4150 alexander.schindler(at)ait.ac.at
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Industrial Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science/industrial-data-science
Nachricht * Send Dr. Pedro Casas Data Science & Artificial Intelligence +43 50550 4104 pedro.casas(at)ait.ac.at
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Machines Reading Maps
- /en/research-topics/data-science-artificial-intelligence-neu/projects/machines-reading-maps
* Nachricht * Send Dr. Rainer Simon Senior Scientist +43 50550 4275 +43 50550 4150 rainer.simon(at)ait.ac.at
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SEED
- /en/research-topics/road-safety-accident-research/projects/seed
Engineer / Transportation Infrastructure Technologies +43 50550-6442 +43 50550-6439 paul.rosenkranz(at)ait.ac.at Project partner TU Wien – Institut für Mechanik und Mechatronik
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