We are the leading European innovation and research center for trusted AI and Data Science.
Graz | Austria
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Advancing #AIResearch at KC: @LinaraAdylova (@ruhrunibochum) spent 3 months with us through an @HorizonEnfield open call to explore information-theoretic properties of #NeuralNetworks, #LatentSpaceGeometry & generalization performance to enhance our understanding of #DeepLearning
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Curious about accuracy, validation, and user impact in recommendation systems? Dive deeper with our latest blog post for comprehensive insights. 👀
🔗know-center.at/en/evaluation…
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Recommendation systems shape our digital experiences from shopping to streaming. Are they effective, fair, and useful? Evaluation ensures accuracy, validation, and user value. ➡️
#recommendersystem #trustworthyai #evaluatingprogress #knowcenter
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Proud to initiate #LogiTRAAK! Joining forces with top research institutes & industry leaders to elevate Austrian industry with Asset Tracking & Tracing Systems. Leading #dataanalysis & modeling, along with providing Data Service Cards. Together, we're shaping future #logistics!
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What are risks of AI in the job market or individual fairness vs. group fairness?
Some #keyinsights by @dkowald1 from a recent presenation at the @WissFo_K_E
➡️ Find out more about our research when it comes to Fair AI. know-center.at/
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⚡️Check out our @Nature published article on "Modelling the long-term fairness dynamics of data-driven targeted help on job seekers".
👉nature.com/articles/s41598-0…
#fairai #aidiscrimiation #jobmarket #recommendersystems #DataDriven
@dkowald1 @SKopeinik
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Next week, 👉@mullner_peter will present the paper "The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias" at this year's @ecir2024. We are looking forward to exciting insights.
🔗To the paper: link.springer.com/chapter/10…
@elisab79 @m_schedl @dkowald1
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⚡️AI can be discriminatory. Mitigating the risks is essential, especially when it comes to areas like the job market. This Thursday, @dkowald1 presents on this very topic at the @WissFo_K_E under the theme of "Dangers of Discrimination under AI".
🔗wissenschaftsforum.org/progr…
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We are part of the @HorizonEnfield project, which offers €1.1 million to 76 motivated researchers, promoting interdisciplinary AI research and excellence. Join and address topics in Adaptive, Green, Human-Centric, and Trustworthy AI.
🎯enfield-project.eu/1st_open_…
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Given the fascinating 2023 advancements in #AI, we're excitedly anticipating another year of groundbreaking research, developments, and discoveries. The entire Know Center team wishes you a serene #HolidaySeason and a successful, innovative start to the New Year. ✨🎄
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Open Source Tool Github: github.com/SuziAI
Here to the publication Link: arxiv.org/abs/2311.04091
More about our research on our website:
know-center.at
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@TristanRepolusk
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📖 With an open-source approach, this tool aims to catalyze similar tools' development for diverse music cultures worldwide. Collaboration in this realm amplifies the preservation and understanding of global musical legacies.➡️
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🔧Introducing a pioneering digital tool, tailored for annotating Suzipu (or Banzipu), a Chinese music notation. Suzipu, prevalent in ancient times, serves as a repository for ancient and contemporary Chinese folk music. ➡️
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🎼Preserving and comprehending diverse music traditions relies on digital collections of music notation. Computer-aided digitization of music scores is ongoing, yet smaller music cultures have only recently been included, which is a vital step for a comprehensive archive. ➡️
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🎶The Suzipu Musical Annotation Tool for the Creation of Machine-Readable Datasets of Ancient Chinese Music. Read more: ➡️
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Here the link to the full paper:
doi.org/10.1093/scipol/scad0…
Find out more about our research.➡️know-center.at/en/
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🤝Fostering collaboration, mentorship, and a supportive research culture can catalyze this transformation. Prioritizing these elements can steer research environments towards upholding quality, openness, and responsibility. #ResearchAssessment #AcademicCulture ➡️
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⚡️Our findings underscore the urgency of aligning institutional priorities with researchers' values. Emphasizing open and responsible research, alongside contributions to the scholarly community, can reshape evaluation frameworks. ➡️
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🏫🧑🎓Researchers perceive a disparity where institutions prioritize quantitative metrics over practices that promote open and responsible research. This divergence underlines the need for reevaluation in research assessment criteria. ➡️
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📖Efforts to refine research assessment methods aim to reward responsible practices and avoid reliance on flawed quantitative measures. Our survey of 198 global researchers revealed a significant discrepancy between personal values and institutional priorities. ➡️
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🏁 The findings were presented at the coveted SUI conference in Australia.
sui.acm.org/2023/
To check out the full study and paper, follow this link:
dl.acm.org/doi/10.1145/36078…
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🏁 Immersive techniques can help us understand complex, dynamic data across various fields. It's a reminder that innovative ways of understanding our world are constantly emerging, offering exciting opportunities for smarter decision-making. 🌍🌟 #Innovation #DataAnalysis
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🏁 Results proved that motorsport experts preferred the mix of pictures. This allowed them to understand critical insights like braking points, ideal turns, and exit strategies. Comparable to having a map and a detailed view simultaneously. 🚀🧠 #DataInsights
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🏁 In collaboration with five motorsport experts, we conducted a study using high-tech racing simulator data, exploring three different ways to visualize the data: abstract pictures, track views, and a mix of both. #DataVisualization
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🏎️💯When experts in motorsport tackle data, they face a tough challenge: Comparing data from fast and slow laps while understanding the connections in time and space. Old charts had limitations, so our researchers set out to find a better way: ➡️
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Our study exemplifies how mathematics enhances our comprehension of the subtleties of natural language expression. 💯
👉 To the full paper: isca-speech.org/archive/inte…
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Shown methodology gives invaluable insights into the complexities of language variation within the German language and holds promise for cross-linguistic and cross-contextual applications. 🙌
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More specifically, it scrutinizes the coexistence of reduction processes common in everyday spoken German and phonological processes distinctive of Austrian German. 🗣️👂
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👩🔬 Our study introduces the application of graph theory methods, a mathematical framework that unravels the intricate connections between various language processes.
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🔍 Exploring graph theory methods for the analysis of pronunciation variation in spontaneous speech.
🧠A thread: ➡️
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💡⚡ Don't miss out on the AI Know 2023, Austria's most impactful AI #conference. We will present the newest #AIdevelopments in #science and #industry live at our location in #Graz and explore future-proof business strategies. 👉 shorturl.at/BDT19
(Event in German)
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Early onset digital safety training benefits future workers and businesses. We helped develop the app “Digital? Sicher!”, to teach young people responsible online behavior. Now, the app received a seal of approval. More ☞ shorturl.at/fmnD4
#digital #learning #knowcenter
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Our collaborative white paper takes up the topic of assessing trustworthy AI and upcoming regulations:
“Evaluating the trustworthiness of AI applications – Lessons learned from an audit”.
☛ shorturl.at/agosC
#trustworthyai #aiact
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🤖AI systems must be understood by the recipient - this also applies to their decisions. 🎯Our goal: The development of trustworthy and explainable AI. More about this on our website bit.ly/3L9eBpp
#trustworthyAI #research #transparency #knowcenter #toplevelresearch
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💯 Improving the opportunities for regional supply and direct distribution is essential. Don't miss our lecture on optimizing routes for local delivery at “Speeding Up Innovation” on the 19th of April. 🚚💨
bit.ly/416pXBg
#datadriven #SupplyChain
(Event in German)
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Focusing on individual #synapses trained to hold specific values and pruning “middlemen” reduces the time and effort required in the use of #neuralnetworks – hence lowering costs and carbon emissions. Important factors for #greenai. 👀 Read more: bit.ly/3FQPoxk
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When training #neuralnetworks, #compression does not equal “forgetting” #information. Instead, geometric compression takes place, simplifying distinctions and complexity. 👉 To the full study: bit.ly/3WEcu0U These insights may hold another key to #greenai.
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We are part of the @clarus_project, an EU project focusing on the food industry's sustainability with the aim of optimization. Our contribution is our competence in all AI-related fields, as well as our proficiency in data-driven business models. More: 👉 clarus-project.eu/
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Yesterday, our experts kicked off the mobility program of @EuHubs4. Already in November 2022, we will travel to the Karlsruhe Institute of Technology (KIT) in Germany to receive “train the trainer” expertise on the ethical evaluation of AI technologies.
#mobility #ai #development
ALT To see: Know Center Experts Barbara Gstöttenmayr and Angelika Riedl, Till Riedl from the Karlsruhe Institute of Technology (KIT)
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#Artificial_Intelligence to save energy?
Take a look at our (german) interview with #ORF to learn about how #energy providers use the technology, potentials—ready for application, and #privacypreserving #analysis enabled by the @Know_Center
👉 bit.ly/3S7FImi
A PhD position with focus on researching sustainable #productmanagement in a circular economy? Love #machinelearning, #cryptography, #sustainability management and assessment?
👉 Apply at @UniGraz and collab with us as your close project partner!
🔗 bit.ly/3SBYCmq
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🚀 The third #OpenCall by @EuHubs4 enables Europe-wide innovation and advancements for #SME and #Startups. Besides funding, participants will receive the chance to collaborate with leading companies in data-driven innovation. Qualify here: euhubs4data.eu/3rd-open-call…
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👉 Would you like to become part of our team? Know-Center is currently looking for, among others:
Business Manager in AI
Data Science Project Manager
Research Account Manager AI & Data Science
Research Area Manager
📌Go to all open jobs:
know-center.at/academy/jobs/
You are in a business education and/or want to re-enter the workforce part-time? You like to work with numbers and as part of a dynamic team? You are reliable, structured and not afraid to communicate with project managers, clients and funding bodies? know-center.at/career/junior…
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Many thanks to the head of the security and #cryptography team at @MSFTResearch, Brian LaMacchia @bal676.
His talk “Getting Ready for the Post-#Quantum Transition” at the @Know_Center provided
thought-provoking insights. 🚀💯
More here: bit.ly/3urlVoK
📣 Researcher, Managers, watch out! We are currently looking for, among others:
👉 Research Account Manager in the field of AI & Data Science
👉 Senior Researcher*in/ Postdoc in Business Model Innovation
👉 many more
📍 Go to all open jobs:
know-center.at/jobs/
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Join #cogsteps at “Research to MVP” their #research to #startup incubation program in Zagreb. The two-week-long event will start on the 2nd of July 2022. Participation and accommodation are free of charge! Sign up by the 26th of June 2022.
More here:👉 bit.ly/3tx05j9
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📣 We are hiring! Would you like to become part of our team? Then apply now! We are currently looking for, among others:
👉 Full-Stack Java Software Developer
👉 Java Backend Software Developer
👉 Java Web Developer
📍 Go to all open jobs:
know-center.at/academy/jobs/
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👉 Would you like to become part of our team? Know-Center is currently looking for, among others:
Business Manager in AI
Data Science Project Manager
Research Account Manager AI & Data Science
Research Area Manager
📌Go to all open jobs:
know-center.at/academy/jobs/
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Erleben Sie Andreas Trügler auf dem ersten Silicon Security Day Austria. Der Vortag unseres international renommierten Experten für #Kryptografie und vertrauenswürdige #KI, behandelt relevante Erkenntnisse und Zukunftsperspektiven.
Mehr hier: 👉 bit.ly/3MWsN4W
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We are hiring! 💪 Would you like to become part of our team? Then apply now! We are currently looking for, among others:
🧪 Business Manager Life Science
👨💻 Java/Web Developer
🌍 Business Development Manager
📌Go to all open jobs:
know-center.at/academy/jobs/
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Join Andreas Trügler at the first Silicon Security Day Austria. Our internationally renowned expert on #cryptography and trustworthy #AI will be presenting relevant findings and future perspectives within his presentation at the event.
More here: 👉 bit.ly/3MWsN4W
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Know-Center Research Area Head for #Data-driven #Business @ViktoriaPammer co-authored with Prof. Allison Littlejohn – one of the few world-renowned experts on the subject - a new book chapter on technologies for #professionallearning! 💥 read more 👉 bit.ly/3KdM3ZB
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❗ SAVE THE DATE and join the @Know_Center together with @tugraz at one of Europe’s best tech and startup events! 🚀
📅 Date: 16-18 May 2022
⏱️ Time: full-day programm
🎯 Location: Maribor, Slovenia
👀 Sign up here and join us at Podim! #BEFAST
👉 bit.ly/3MAoV92
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Gemeinsam mit @AndreasTrugler und seinem Team wurde eine Verknüpfung von #Datenschutz und #KI in Verbindung mit neuen kryptograpischen #Methoden entwickelt, die die Nutzung von #KI-Algorithmen ohne Preisgabe von #Daten ermöglicht! 👉 bit.ly/3j8w2cc
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Our Know-Center #researchers 👉 Dominik Kowald and Emanuel Lacić will present three very interesting publications on the topic of #RecommenderSystems at the 44th International European Conference on Information Retrieval @ecir2022 in Stavanger, Norway. 🇳🇴
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@Know_Center is part of the core-team of @EuHubs4 hosting #dataforum in Leuven tomorrow. We are bringing together state of the art innovation and services in #data science and #business development to strengthen Europe in a shared effort.
👉👀euhubs4data.eu/data-forum-22…
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