Instagram-News published by the University of Klagenfurt

More accuracy and robustness in determining the orientation, position, and speed of robots

Inertial navigation systems can be used to estimate the position, orientation and speed of robots. The Klagenfurt robotics researcher Alessandro Fornasier is working on more accurate and robust algorithms for inertial navigation systems and has recently published two papers together with international colleagues in which new approaches are presented.

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Invited Talk: The Beauty and the Terror of Predictive Business Analytics

Prof. Matthew C. Harding (University of California Irvine) holds a talk on “The Beauty and the Terror of Predictive Business Analytics” on Thu. January 26, 2023 at 4:00pm in HS 1. Guests welcome!

Abstract

Big data in conjunction with artificial intelligence and machine learning are revolutionizing the potential and risk of predictive business analytics. Firms have extensive records on customer and employee behavior. While on the one hand this allows firms to deliver an increasingly sophisticated product offering that is customized to individual needs and preferences, it also has the potential to extract private information that a customer may prefer not to share. Similarly, firms now have the potential to use algorithms to replace workers in certain domains. It is thus more important than ever to engage with the opportunities presented by these new technologies while also managing and regulating the risks associated with them. We will explore three examples. First, we will see how fine grained data on household energy consumption can help us design more successful energy efficiency programs. Then, we will investigate whether algorithms can replace bank managers. And, lastly, we will see how consumer credit data can predict mortality.

The presentation will be followed by a discussion moderated by Martin Wagner who will share some of his experiences with big data in a central bank context. We want to discuss the implications of big data and business analytics for education, research, firms and organizations.

 

Matthew C. Harding

Matthew is an econometrician and data scientist who develops techniques at the intersection of machine learning and econometrics to answer big data questions related to individual consumption and investment decisions in areas such as health, energy, and consumer finance. He often focuses on the analysis of “deep data”, large and information-rich data sets derived from many seemingly unrelated sources but linked across individuals to provide novel behavioral insights. He is particularly interested in the role of technology and automation to induce behavior change and help individuals live happier and more sustainable lives. At the same time his research emphasizes solutions for achieving triple-win strategies. These are solutions that not only benefit individual consumers, but are profitable for firms, and have a large positive impact on society at large.

Matthew has a BA from University College London (2000), an MPhil from the University of Oxford (2002) and a PhD from MIT (2007). Prior to joining UC Irvine, where he leads the Deep Data Lab, he has been Associate Professor at Duke University (2014-2016) and Assistant Professor at Stanford University (2007-2014).

8 reasons to study in Klagenfurt


Klagenfurt is a small and friendly city: 100,000 people live here in the most southerly provincial capital in Austria. The University of Klagenfurt, also known as Alpen-Adria Universität (AAU), is located in the west of the city, about 5 minutes away from Lake Wörthersee by bike. It’s an excellent place to study.
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Klagenfurt-based researcher Samira Hayat is one of the 10 “Rising Stars in Computer Networking and Communications”

Samira Hayat is currently a member of the Lakeside Labs GmbH research team. Hayat completed her doctorate at the University of Klagenfurt and has contributed to numerous research projects aimed at the ongoing development of drones as well as the use of 5G networks for drone networks. Samira Hayat is the first researcher based in Austria to make it onto the prestigious list of “Rising Stars in Computer Networking and Communications”.

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