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    • Research Areas
      • Data Management for AISimplify Data Science and ML by providing high-level abstractions and developing systems and tools to perform these tasks efficiently and at scale.
      • Data Privacy for AIData protection and privacy while using data and models for society, science and business. Lack of trust still prevents many companies from applying AI.
      • Methods & Algorithms for AIDevelop a wide range of methods and algorithms that take into account the process of data generation. Beyond the prevailing paradigm of isolated consideration of algorithmic insights.
      • Human-AI InteractionImprove mutual understanding between humans and AI to maximize the potential of humans and machines with visual analytics and interactive data analysis.
      • Fair AIDevelop fair algorithms and evaluation methods that minimize the risk of discrimination by AI. For self-determined, critical and informed decision-making.
      • Digital Transformation DesignDeveloping novel methods and tools for socio-technical design that support us in the digital transformation. From co-creative change processes to education and training.
    • COMET Module
      • Data Driven Artificial IntelligenceDevelop AI algorithms and machine learning models that can be deployed and shared along value chains.
      • Data-Driven Immersive AnalyticsEnhance immersive analytics and interactions to deliver personalized and user-friendly digital experiences.
    • Publications
      • Publications
      • Lectures
      • Scientific Work
      • EU Projects
  • Innovation Insights
  • Business AILEVATOR
  • Solutions
    • Data Management
      • Identify data sourcesEfficiently manage data in the company and use it in a targeted manner.
      • Integrate, save and combineCombining heterogeneous data sources provides a more holistic overview.
      • Controlled accessEnsure that sensitive data does not leak out.
      • Discover and explore combined dataBetter understanding of data via visualization and assisted exploration.
      • Data monitoring for analysisAutomated data integration pipelines help automatically cleanse and preprocess data for analysis.
    • Privacy & Quantum Security
      • Encrypted Data AnalysisCryptographic methods co-developed by us enable secure analysis of encrypted data.
      • Private Set IntersectionRecord database entries of different companies, share the database.
      • Joint EvaluationsNew ways for joint evaluations without disclosing your data
      • Quantum Safe ApplicationsSecure solutions against the threat of quantum computing.
      • Novel Cryptographic SolutionsSymmetric cryptology with advanced cryptographic approaches.
      • Quantum InformationCryptography and privacy-friendly analytics with quantum information.
    • Machine Learning & Algorithms
      • Trend and anomaly detectionExisting data is used to train condition monitoring models.
      • Contract and patent managementSemantic search technologies enable search and fact extraction.
      • Model operation and maintenanceOperation, continuous performance monitoring and retraining are automated.
      • Semantic search and aggregation of informationCreate custom summaries and analytically search textual content for features
      • The supply chain in viewTogether, we are working on the digitalization of supply chains.
    • User-AI Interaction
      • Media Crawling & AnalysisWe use artificial intelligence to scan different platforms and extract valuable information.
      • Monitoring PlatformThe interface enables exploration of patterns, trends, and relationships in the data. It can also be customized to meet a variety of user needs, depending on their information needs.
      • Modeling ToolsOptimize AI-powered text analysis through semantic model management, feedback input, and annotation.
      • Data InsightsDetect patterns in time series data and have them inspected and examined with visual interfaces.
      • Search in time series databasesFinding similar past results in very large databases to compare and learn from.
      • Transparent AIWe enable subject matter experts to pass knowledge to the AI and understand and validate the AI’s decisions.
      • Intelligent user guidanceA “user-aware” AI steers the user, depending on goals, through various data analysis steps.
      • Customized Collaborative VisualizationCollaborative analysis of data sets using text annotations, discussion and evaluation of results.
    • Recommender Systems & Fairness
      • Recommender SystemePersonalized recommendations and decision support.
      • Bias DetectionAre there certain customers/user groups that are treated unfairly?
      • Bias MitigationHow can the impact of existing biases be minimized?
      • CertificationDo your datasets and algorithms comply with the new EU AI law?
      • Fairness CheckThe Fairness Check identifies the status of fairness of an existing application.
      • Understand userApplied market research at the push of a button and in real time.
    • Digital Transformation Design
      • Concept Trustworthy AIWe jointly develop trustworthy AI applications that generates benefits and is accepted.
      • Socio-technical co-designAccompanying the development of new technologies, taking into account the existing context of work or life.
      • Competence-oriented personnel developmentSupport of corporate trainings in structuring the training, development of learning target catalogs and visualization of learning progress.
      • Continuing education in the workplaceDevelopment of Conversational Agents as learning companions for different topics and application fields
      • Find and test file-driven business modelsWe are constantly developing and testing innovative, sustainable and circular business models for companies.
    • Enterprise Search
  • Solutions
    • Industrial Artificial Intelligence
      • Route PlanningPlan routes more efficiently and save time with our route optimization
      • Quality assurance with AIThe use of AI-based methods helps ensure that quality assurance is comprehensive and end-to-end.
      • Production-Optimization with AIThe analysis of production data and the models derived from it allow machines to be operated more energy-efficiently, processes to be run more cost-effectively or process steps to be automated.
    • Business AI
      • Intelligent forecastsTailored forecasts that explicitly take into account knowledge about individual business processes and a variety of source data allow better and more robust predictions.
      • KnowMiner – Enterprise SearchAn intelligent, semantic search for companies for texts, documents or people across all platforms. And absolutely secure, thanks to our proven data privacy.
      • Recommendation systemRecommender systems are an essential asset to prevent customer loss and increase customer interactions and ultimately revenue with pinpoint recommendations.
      • Document workflow optimizationReduction of time and costs and increase of compliance through the contextualized use of expert and process knowledge.
    • Entrepreneurial AI
      • AI CertificationYou want to ensure that your systems and processes comply with the planned AI legal basis? We offer advice and support for the optimal design of your AI structure.
      • Data Innovation FactoryBy combining continuous strategy development, data utilization application discovery and implementation, value can be generated in the Data Innovation Factory from day one.
      • Data and AI StrategyThe trustworthiness of AI is therefore critical to ensure the effectiveness, safety, and fairness of AI systems and to maintain people’s trust in them.
Know Center

News, Stories & Information

Here you find all news, information and publications of Know-Center

Algorithm-Generated Music Recommendations
Algorithm-Generated Music Recommendations
Who listens ‘out of the box’ can get better recommendations.
Intelligent space exploration is real
Intelligent space exploration is real
The EU-H2020 project EXPLORE aims to allow collaborative and more accurate analysis of space data.
Improving waste recycling via artificial intelligence
Improving waste recycling via artificial intelligence
The AI-Waste project combines image recognition with data analysis for the first time to sustainably modernize the recycling process in waste management.
Efficient Privacy protection on WhatsApp & Co.
Efficient Privacy protection on WhatsApp & Co.
ContactGuard protects privacy when using messenger services without negatively affecting the usability.
Securing future success with innovation hubs
Securing future success with innovation hubs

Digital Innovation Hubs (DIHs) provide small and medium-sized enterprises with…

A1 Telekom Austria übernimmt Mehrheit an Analytics-Start Up INVENIUM
A1 Telekom Austria übernimmt Mehrheit an Analytics-Start Up INVENIUM

Strategisches A1 Investment in Spin-off des Know-Centers und der TU…

DAPHNE: Building a Next-Gen System Infrastructure for Integrated Data Analysis Pipelines
DAPHNE: Building a Next-Gen System Infrastructure for Integrated Data Analysis Pipelines

The Know-Center coordinates the EU-H2020 project DAPHNE, which can rely…

EUHubs4Data – Open Call
EUHubs4Data – Open Call

SMEs, start-ups, and web entrepreneurs gather! The EUHubs4Data project launches…

Safe-DEED brings data privacy and economic development together.
Safe-DEED brings data privacy and economic development together.

In the EU project Safe-DEED, everything revolves around collecting data,…

New initiative supports SMEs on their way towards a digital future
New initiative supports SMEs on their way towards a digital future

The Corona crisis has clearly demonstrated that companies who are…

New chair for International Alliance to Advance Learning in the Digital Era
New chair for International Alliance to Advance Learning in the Digital Era

The International Alliance to Advance Learning in the Digital Era…

Know-Center Expert at ADV Conference ‘Trends in Digitalization’
Know-Center Expert at ADV Conference ‘Trends in Digitalization’

Recently, our colleague Oliver Pimas took part in the ADV…

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