Search Results - "Fischer, Raphael"

Construct Validity of the Brazilian Version of the Dyadic Adjustment Scale by Hernandez, José Augusto Evangelho, Peçanha, Raphael Fischer, Soares, Laura Costa Mattos, Lima, Isabela da Costa Nascimento de

“…Abstract This study sought evidence of construct validity for the Brazilian versions of the Dyadic Adjustment Scale and Revised Dyadic Adjustment Scale. A…”
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Yes we care!-Certification for machine learning methods through the care label framework by Morik, Katharina J., Kotthaus, Helena, Fischer, Raphael, Mücke, Sascha, Jakobs, Matthias, Piatkowski, Nico, Pauly, Andreas, Heppe, Lukas, Heinrich, Danny

“…Machine learning applications have become ubiquitous. Their applications range from embedded control in production machines over process optimization in…”
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Curved Yang–Mills–Higgs gauge theories in the case of massless gauge bosons by Fischer, Simon-Raphael

“…Alexei Kotov and Thomas Strobl have introduced a covariantized formulation of Yang–Mills–Higgs gauge theories whose main motivation was to replace the Lie…”
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Transition by intermittency in granular matter: from discontinuous avalanches to continuous flow by Fischer, Raphaël, Gondret, Philippe, Rabaud, Marc

“…We investigate, in the rotating drum configuration, the transition from the regime of discontinuous avalanches observed at low angular velocity to the regime…”
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Towards more sustainable and trustworthy reporting in machine learning by Fischer, Raphael, Liebig, Thomas, Morik, Katharina

“…With machine learning (ML) becoming a popular tool across all domains, practitioners are in dire need of comprehensive reporting on the state-of-the-art…”
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Geometry of curved Yang-Mills-Higgs gauge theories by Fischer, Simon-Raphael

“…This is my Ph.D. thesis defended at 31 May 2021, and it is devoted to the study of the geometry of curved Yang-Mills-Higgs gauge theory (CYMH GT), a theory…”
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Curved Yang-Mills-Higgs gauge theories in the case of massless gauge bosons by Fischer, Simon-Raphael

“…Journal of Geometry and Physics 162 (2021) 104104 Alexei Kotov and Thomas Strobl have introduced a covariantized formulation of Yang-Mills-Higgs gauge theories…”
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Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines by Polonelli, Tommaso, Muller, Hanna, Kong, Weikang, Fischer, Raphael, Benini, Luca, Magno, Michele

“…This paper presents a low-power, self-sustainable, and modular wireless sensor node for aerodynamic and acoustic measurements on wind turbines and other…”
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Design and Performance Evaluation of an Ultralow-Power Smart IoT Device With Embedded TinyML for Asset Activity Monitoring by Giordano, Marco, Baumann, Nicolas, Crabolu, Michele, Fischer, Raphael, Bellusci, Giovanni, Magno, Michele

“…This article proposes a proof-of-concept device to continuously assess the usage of handheld power tools and detect construction working tasks (e.g., different…”
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Regional heterogeneity, the rise of public debt and monetary policy in post-bubble Japan: lessons for the EMU by Fischer, Raphael, Schnabl, Gunther

“…Both Japan and parts of the European Monetary Union have experienced boom and bust in stock and real estate markets, which have been followed by a lasting…”
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Wrist Arthroscopy Is Effective for the Diagnosis and Treatment of Chronic Wrist Pain in Pediatric Patients by Fischer, Raphael, Tschudi, Samuel B., Schaefer, Dirk J., Kaempfen, Alexandre

“…To determine the outcomes of diagnostic and therapeutic arthroscopy in patients with chronic wrist pain who are younger than 16 years of age. We…”
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AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting by Fischer, Raphael, Saadallah, Amal

“…Automated machine learning (AutoML) streamlines the creation of ML models. While most methods select the "best" model based on predictive quality, it's crucial…”
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Development of a wireless, non-intrusive, MEMS-based pressure and acoustic measurement system for large-scale operating wind turbine blades by Barber, Sarah, Deparday, Julien, Marykovskiy, Yuriy, Chatzi, Eleni, Abdallah, Imad, Duthé, Gregory, Magno, Michele, Polonelli, Tommaso, Fischer, Raphael, Müller, Hanna

“…As the wind energy industry is maturing and wind turbines are becoming larger, there is an increasing need for cost-effective monitoring and data analysis…”
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Energy Efficiency Considerations for Popular AI Benchmarks by Fischer, Raphael, Jakobs, Matthias, Morik, Katharina

“…Advances in artificial intelligence need to become more resource-aware and sustainable. This requires clear assessment and reporting of energy efficiency…”
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Dynamics of dry granular avalanches by Fischer, Raphaël, Gondret, Philippe, Perrin, Bernard, Rabaud, Marc

“…A fine analysis of the statistics of dry granular avalanches in a rotating drum setup reveals that, beyond the fluctuations, the angle at which an avalanche…”
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Prioritization of Identified Data Science Use Cases in Industrial Manufacturing via C-EDIF Scoring by Fischer, Raphael, Pauly, Andreas, Wilking, Rahel, Kini, Anoop, Graurock, David

“…While data science and artificial intelligence (AI) can be highly beneficial for industrial manufacturers, it is not yet readily usable. Therefore, putting it…”
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Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines by Polonelli, Tommaso, Müller, Hanna, Kong, Weikang, Fischer, Raphael, Benini, Luca, Magno, Michele

“…This paper presents a low-power, self-sustainable, and modular wireless sensor node for aerodynamic and acoustic measurements on wind turbines and other…”
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Modal analysis of the human neck in vivo as a criterion for crash test dummy evaluation by Willinger, R., Bourdet, N., Fischer, R., Le Gall, F.

“…Low speed rear impact remains an acute automative safety problem because of a lack of knowledge of the mechanical behaviour of the human neck early after…”
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Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework by Morik, Katharina, Kotthaus, Helena, Fischer, Raphael, Mücke, Sascha, Jakobs, Matthias, Piatkowski, Nico, Pauly, Andreas, Heppe, Lukas, Heinrich, Danny

“…Frontiers in Artificial Intelligence, September 2022 Machine learning applications have become ubiquitous. Their applications range from embedded control in…”
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Harnessing Prior Knowledge for Explainable Machine Learning: An Overview by Beckh, Katharina, Muller, Sebastian, Jakobs, Matthias, Toborek, Vanessa, Tan, Hanxiao, Fischer, Raphael, Welke, Pascal, Houben, Sebastian, von Rueden, Laura

“…The application of complex machine learning models has elicited research to make them more explainable. However, most explainability methods cannot provide…”
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