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Pooling of Forecasts [PDF]

open access: yesThe Econometrics Journal, 2004
We consider forecasting using a combination, when no model coincides with a non-constant data generation process (DGP). Practical experience suggests that combining forecasts adds value, and can even dominate the best individual device.
David Hendry, Michael P. Clements
core   +3 more sources

MIR4435-2HG in exosomes promotes gastric carcinogenesis by inducing M2 polarization in macrophages

open access: yesFrontiers in Oncology, 2022
Gastric cancer (GC) is a cancer with a high mortality rate. lncRNAs play a role in regulating GC tumorigenesis. In this paper, we analyzed differentially expressed lncRNAs between GC and adjacent normal tissues using multiple bioinformatics tools to ...
Chaofeng Li   +11 more
doaj   +1 more source

Results of WICOVIR Gargle Pool PCR Testing in German Schools Based on the First 100,000 Tests

open access: yesFrontiers in Pediatrics, 2021
Background: Opening schools and keeping children safe from SARS-CoV-2 infections at the same time is urgently needed to protect children from direct and indirect consequences of the COVID-19 pandemic.
Parastoo Kheiroddin   +44 more
doaj   +1 more source

A case report of apheresis granulocyte concentrates and the whole blood-derived pooled buffy coat transfusions in a neutropenic hematopoietic stem cell transplant recipient

open access: yesGlobal Journal of Transfusion Medicine, 2021
Granulocytes may be procured either as apheresis granulocyte concentrate (AGC) or as a pooled buffy coat granulocytes (PBCG) derived from whole blood donations.
Abhaykumar Malind Gupta   +3 more
doaj   +1 more source

Group Testing for SARS-CoV-2 Allows for Up to 10-Fold Efficiency Increase Across Realistic Scenarios and Testing Strategies

open access: yesFrontiers in Public Health, 2021
Background: Due to the ongoing COVID-19 pandemic, demand for diagnostic testing has increased drastically, resulting in shortages of necessary materials to conduct the tests and overwhelming the capacity of testing laboratories.
Claudio M. Verdun   +14 more
doaj   +1 more source

Discriminative Shape Feature Pooling in Deep Neural Networks

open access: yesJournal of Imaging, 2022
Although deep learning approaches are able to generate generic image features from massive labeled data, discriminative handcrafted features still have advantages in providing explicit domain knowledge and reflecting intuitive visual understanding.
Gang Hu, Chahna Dixit, Guanqiu Qi
doaj   +1 more source

Less Is More: Matched Wavelet Pooling-Based Light-Weight CNNs With Application to Image Classification

open access: yesIEEE Access, 2022
We are concerned with the development of effective training strategies for light-weight deep networks, which facilitates harnessing the power of deep learning on hand-held devices.
Said El-Khamy   +2 more
doaj   +1 more source

Pool [PDF]

open access: yesProceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017
This paper considers the problem of running a long-term on-demand service for executing actively-secure computations. We examined state-of-the-art tools and implementations for actively-secure computation and identified a set of key features indispensable to offer meaningful service like this.
Ruiyu Zhu, Yan Huang, Darion Cassel
  +6 more sources

Zernike Pooling: Generalizing Average Pooling Using Zernike Moments

open access: yesIEEE Access, 2021
Most of the established neural network architectures in computer vision are essentially composed of the same building blocks (e.g., convolutional, normalization, regularization, pooling layers, etc.), with their main difference being the connectivity of ...
Thomas Theodoridis   +3 more
doaj   +1 more source

Classifying New Hybrid Cooperation Models for Short Food-Supply Chains—Providing a Concept for Assessing Sustainability Transformation in the Urban-Rural Nexus

open access: yesLand, 2022
In response to the negative effects caused by structures of the dominant agricultural system and new market opportunities, increasing food supply structures have re-emerged in the urban-rural context of industrialized countries in recent years.
Katrin Martens   +5 more
doaj   +1 more source

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