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检索条件"机构=Institute of Data Analysis and Process Design"
31 条 记 录,以下是1-10 订阅
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Can the Compositional Nature of Compositional data Be Ignored by Using Deep Learning Approaches?  50th
Can the Compositional Nature of Compositional Data Be Igno...
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50th Scientific Meeting of the Italian Statistical Society, SIS 2021
作者: Templ, Matthias Institute of Data Analysis and Process Design Zurich University of Applied Sciences Rosenstrasse 3 Winterthur8404 Switzerland
The application of non-compositional methods to compositional data representing parts of a whole should be avoided from a theoretical point of view. For example, one can show that Pearson correlations applied to compo... 详细信息
来源: 评论
What's Distributive Justice Got to Do with It? Rethinking Algorithmic Fairness from the Perspective of Approximate Justice  24
What's Distributive Justice Got to Do with It? Rethinking Al...
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Proceedings of the 2024 AAAI/ACM Conference on AI, Ethics, and Society
作者: Corinna Hertweck Christoph Heitz Michele Loi Institute for Data Analysis and Process Design Zurich University of Applied Sciences Winterthur Switzerland and Department of Informatics University of Zurich Zurich Switzerland Institute for Data Analysis and Process Design Zurich University of Applied Sciences Winterthur Switzerland AlgorithmWatch Berlin Germany
In the field of algorithmic fairness, many fairness criteria have been proposed. Oftentimes, their proposal is only accompanied by a loose link to ideas from moral philosophy - which makes it difficult to understand w...
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Regime-dependent drivers of the EUR/CHF exchange rate
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Swiss Journal of Economics and Statistics 2023年 第1期159卷 3页
作者: Kotlarz, Piotr Hanke, Michael Stöckl, Sebastian Liechtenstein Business School University of Liechtenstein Fürst-Franz-Josef-Strasse Vaduz Liechtenstein Institute of Data Analysis and Process Design School of Engineering Zurich University of Applied Sciences Technikumstrasse 71 Winterthur Switzerland
We analyze drivers of the EUR/CHF exchange rate in different regimes between 2000 and 2020. Structural breaks between these subperiods are estimated in an integrated way together with the drivers that are relevant dur... 详细信息
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Assessing Keyness using Permutation Tests
arXiv
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arXiv 2023年
作者: Mildenberger, Thoralf Institute of Data Analysis and Process Design Switzerland ZHAW Zurich University of Applied Sciences Switzerland
We propose a resampling-based approach for assessing keyness in corpus linguistics based on suggestions by Gries (2006, 2022). Traditional approaches based on hypothesis tests (e.g. Likelihood Ratio) model the copora ... 详细信息
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High-Frequency Causality in the VIX Index and its derivatives: Empirical Evidence
arXiv
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arXiv 2022年
作者: Farokhnia, Kia Osterrieder, Joerg Institute of Data Analysis and Process Design School of Engineering Zurich University of Applied Sciences Switzerland
In February 2018, the VIX index has seen its largest ever increase and has lead to significant losses for some major volatility-related products. Despite many efforts, the precise underlying reasons are yet to be disc... 详细信息
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Greening urban logistics: Introducing a method to evaluate optimised decoupling hub locations
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Transportation Research Procedia 2023年 72卷 572-579页
作者: Maike Scherrer Albert Steiner Viola Rühlin Zurich University of Applied Sciences School of Engineering Institute of Sustainable Development Technikumstrasse 9 8401 Winterthur Switzerland Zurich University of Applied Sciences School of Engineering Institute of Data Analysis and Process Design Rosenstrasse 3 8401 Winterthur Switzerland
Sustainable urban logistics has become challenging over the course of the last decades due to logistics sprawl and increased demands of goods in urban areas. To overcome this problem, a fine-grained network of decoupl... 详细信息
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Resource Allocation with Karma Mechanisms
arXiv
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arXiv 2024年
作者: Riehl, Kevin Kouvelas, Anastasios Makridis, Michail Traffic Engineering Group Institute for Transport Planning and Systems ETH Zurich Stefano-Franscini-Platz 5 Zurich8093 Switzerland Transport and Traffic Engineering Group Institute of Data Analysis and Process Design Zurich University of Applied Sciences Technikumstrasse 81 Winterthur8400 Switzerland
Monetary markets serve as established resource allocation mechanisms, typically achieving efficient solutions with limited information. However, they are susceptible to market failures, particularly under the presence... 详细信息
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Deep Interpretable Ensembles
arXiv
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arXiv 2022年
作者: Kook, Lucas Götschi, Andrea Baumann, Philipp F. M. Hothorn, Torsten Sick, Beate Epidemiology Biostatistics & Prevention Institute University of Zurich CH-8001 Switzerland Institute for Data Analysis and Process Design Zurich University of Applied Sciences CH-8400 Switzerland KOF Swiss Economic Institute ETH Zurich CH-8092 Switzerland
Ensembles improve prediction performance and allow uncertainty quantification by aggregating predictions from multiple models. In deep ensembling, the individual models are usually black box neural networks, or recent... 详细信息
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Deep transformation models for functional outcome prediction after acute ischemic stroke
arXiv
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arXiv 2022年
作者: Herzog, Lisa Kook, Lucas Götschi, Andrea Petermann, Katrin Hänsel, Martin Hamann, Janne Dürr, Oliver Wegener, Susanne Sick, Beate Epidemiology Biostatistics & Prevention Institute University of Zurich Switzerland Institute for Data Analysis and Process Design Zurich University of Applied Sciences Switzerland Department of Neurology University Hospital Zurich Switzerland Insitute for Optical Systems Konstanz University of Applied Sciences Germany
In many medical applications, interpretable models with high prediction performance are sought. Often, those models are required to handle semi-structured data like tabular and image data. We show how to apply deep tr... 详细信息
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Road network disruptions during extreme flooding events and their impact on the access to emergency medical services: A spatiotemporal vulnerability analysis
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Science of the Total Environment 2024年 956卷 177140页
作者: Papilloud, Tsolmongerel Steiner, Albert Zischg, Andreas Keiler, Margreth University of Bern Institute of Geography Hallerstrasse 12 BernCH-3012 Switzerland University of Bern Oeschger Centre for Climate Change Research Mobiliar Lab for Natural Risks Hochschulstrasse 4 BernCH-3012 Switzerland Zurich University of Applied Sciences ZHAW Institute of Data Analysis and Process Design Technikumstrasse 81 WinterthurCH-8401 Switzerland University of Innsbruck Department of Geography Innrain 52f Innsbruck6020 Austria Austrian Academy of Sciences Institute of Interdisciplinary Mountain Research Innrain 25 Innsbruck6020 Austria
The impact of extreme floods can be significant, affecting humans, the environment and any type of human-built infrastructure. A further consequence of flooding is restricted access to medical facilities, including co... 详细信息
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