Today, Michaela Benk and Andrea Ferrario (Mobiliar Lab for Analytics at ETH) had Michael Mayer (Mobiliar) as a guest speaker in the seminar “Machine Learning Applications and Society: Interpretability, Explanations and Trust”. Michael provided the audience with insightful considerations on the use of machine learning interpretability in actuarial practice.
Today, Sebastian Tillmanns, Mara Nägelin and Andrea Ferrario (Mobiliar Lab for Analytics at ETH) had Dominik Groenveld (Mobiliar) as a guest speaker in the “Marketing Analytics 2021” lecture. Dominik provided the audience with insightful considerations on the use of natural language processing in insurance.
The manuscript “AI support for ethical decision-making around resuscitation: proceed with care” by Nikola Biller-Andorno, Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH), Susanne Joebges, Tanja Krones, Federico Massini, Phyllis Barth, Georgios Arampatzis and Michael Krauthammer has been accepted for publication in the Journal of Medical Ethics (JME). The…
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We presented ALEEDSA at the ETH Learning & Teaching Fair 2020. ALEEDSA is winner of ETH’s Innovedum prize and stands for Augmented LEarning Experience Data Science App. It promotes collaborative learning of data science and it is a joint work with the Chair of Management Information Systems at the department of Management, Technology and Economics…
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The manuscript “Trust does not need to be human: it is possible to trust medical AI” by Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH), Michele Loi and Eleonora Viganò (University of Zurich) has been accepted for publication in the Journal of Medical Ethics (JME). The authors show the…
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The manuscript “Transparency As Design Publicity: Explaining and Justifying Inscrutable Algorithms” by Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH), Michele Loi and Eleonora Viganò (University of Zurich) has been accepted for publication in Ethics and Information Technology. The paper proposes a novel form of transparency for technological artifacts…
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The manuscript “Social Reminiscence in Older Adults’ Everyday Conversations: Automated Detection Using Natural Language Processing and Machine Learning” by Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH), Burcu Demiray, Kristina Yordanova, Mixia Luo and Mike Martin has been accepted for publication in the Journal of Medical Internet Research (JMIR).…
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Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH) presented the paper “ALEEDSA: Augmented Reality for Interactive Machine Learning” coauthored with Raphael Weibel and Stefan Feuerriegel at the [Swiss]CHI 2020 Virtual Conference (Day 1). The program of the conference can be accessed at: https://swisschi.acm.org/swisschi-2020/. The Youtube live-streams of the conference…
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Raquel Rosés (Mobiliar Lab for Analytics at ETH and Chair of Information Management, ETH), Cristina Kadar, Charlotte Gerritsen, Chris Rouly have co-authored a paper with title “Simulating Offender Mobility: Modeling Activity Nodes from Large-Scale Human Activity Data”, which will appear in the Journal of Artificial Intelligence Research (JAIR).
A new working paper by Andrea Ferrario and Mara Nägelin (Mobiliar Lab for Analytics at ETH, Chair of Technology Marketing at MTEC ETH) titled “The Art of Natural Language Processing: Classical, Modern and Contemporary Approaches to Text Document Classification” is available on SSRN. The Jupyter Notebooks of the working paper are available at the GitHub repository of the Swiss Association…
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