This paper proposes to deal with the class-overlapped imbalanced data with parameter-free adaptive method. To be specific, we first propose a parameter-free constructive sample partition (CSP) method, and then design an adaptive parameter-free CSP-based undersampling method (CSPUS) and an ...
• Integrate visualization framework into Microsoft Power BI with Azure Databricks and Python Finally, to clearly position this paper: in [19], a visualization technique is embedded in a stylized data-driven audit process. We develop a visualization framework and embed it in a stylized process mo...
The use of voltage-assisted spray technology eliminates the requirement for sample blotting with filter paper, and enhances the controllability and repeatability of the cryo-specimen preparation process. Notably, this method simultaneously addresses the challenges of macromolecule adsorption to the AWI and ...
ARTICLE Received 17 Nov 2015 | Accepted 13 Sep 2016 | Published 9 Nov 2016 DOI: 10.1038/ncomms13224 OPEN MHC class II complexes sample intermediate states along the peptide exchange pathway Marek Wieczorek1,*, Jana Sticht1,*, Sebastian Stolzenberg2,*, Sebastian Gu¨nther1,3, Christoph ...
FHA), ACE2 (PDB1R42) and streptavidin (PDB7DY0). The coordinates of the ACE2 cryo-EM structure were deposited in the Protein Data Bank under accession no. PDB8JWH. The corresponding cryo-EM map was deposited in the EMDB under accession EMD-36683.Source dataare provided with this paper...
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The authors declare that while this business relationship exists, every effort has been made to ensure that it has not influenced the design, execution, analysis, or interpretation of the research presented in this paper. The findings and conclusions in this publication are those of the authors ...
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learning an accurate model. In this paper, we are interested in fair learning methods formulated as constrained optimization problems, as described in Problem (3). $$\begin{aligned} \mathop {{\mathrm{arg\,min}}}\limits _{h \in {\mathcal {H}}}& \quad f_{obj}{}(h, {\mathcal {D...
Different from the previous work, we propose a plausible alternative for transferring inter-class structure from a model perspective. This paper is the first to show that there exists certain generic, category agnostic transformation between small-sample and large-sample models on a wide spectrum of...