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Quadratic transformation of multivariate aggregation functions
Dependence Modeling, 2020 In this work, we prove that quadratic transformations of aggregation functions must come from quadratic aggregation functions. We also show that this is different from quadratic transformations of (multivariate) semi-copulas and quasi-copulas.
Boonmee Prakassawat, Tasena Santi
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FLavourite: Horizontal and Vertical Federated Learning Setting Comparison
IEEE AccessFederated learning (FL) enables multiple organizations to collaboratively train AI models while keeping data separate. Depending on data distribution, FL can be set up horizontally (HFL) or vertically (VFL). When multi-modal data are already available in
Walter Riviera +2 more
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Lipid oxidation in foods and its implications on proteins
Frontiers in Nutrition, 2023 Lipids in foods are sensitive to various environmental conditions. Under light or high temperatures, free radicals could be formed due to lipid oxidation, leading to the formation of unstable food system.
Lianxin Geng +3 more
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Paraspeckles: Paragons of functional aggregation [PDF]
Journal of Cell Biology, 2015 Low-complexity proteins undergo phase separation in vitro, forming hydrogels or liquid droplets. Whether these form in vivo, and under what conditions, is still unclear. In this issue, Hennig et al. (2015. J. Cell Biol. http://dx.doi.org/10.1083/jcb.201504117) show that formation of the paraspeckle, a nuclear body that regulates gene expression ...
Courchaine, Edward, Neugebauer, Karla M.
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Ensemble Classifier Based on Interval Modeling for Microarray Datasets
EntropyThe purpose of the study is to propose a multi-class ensemble classifier using interval modeling dedicated to microarray datasets. An approach of creating the uncertainty intervals for the single prediction values of constituent classifiers and then ...
Urszula Bentkowska +3 more
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mBio, 2021 All organisms depend on mechanisms that protect proteins from misfolding and aggregation. GroESL is a highly conserved molecular chaperone that functions to prevent protein aggregation in organisms ranging from bacteria to humans.
Kristen Schroeder +3 more
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Choquet-Inspired Aggregation Functions
Information FusionIn this work, we propose a new family of aggregation functions inspired by the well-known Choquet integral. To build these functions, we replace the measure in the definition of the Choquet integral by an appropriate function. We study the properties of these aggregation functions and explore the relations with some other common aggregation functions ...
H. Bustince +5 more
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Semi-Overlap Functions on Complete Lattices, Semi-Θ-Ξ Functions, and Inflationary MTL Algebras
AxiomsAs new kinds of aggregation functions, overlap functions and semi overlap functions are widely applied to information fusion, approximation reasoning, data classification, decision science, etc.
Xingna Zhang +2 more
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The injury severity score: an operations perspective
BMC Medical Research Methodology, 2022 Background The statistical evaluation of aggregation functions for trauma grades, such as the Injury Severity Score (ISS), is largely based on measurements of their Pearson product-moment correlation with mortality.
Nassim Dehouche
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AI for Sustainable Recycling: Efficient Model Optimization for Waste Classification Systems
SensorsThe increasing volume of global waste presents a critical environmental and societal challenge, demanding innovative solutions to support sustainable practices such as recycling.
Oriol Chacón-Albero +5 more
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