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5 articles related to "Nonlinear Dimensionality Reduction"

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Articles

Original Research

Published on 01 Feb 2021

Extracting Robust Biomarkers From Multichannel EEG Time Series Using Nonlinear Dimensionality Reduction Applied to Ordinal Pattern Statistics and Spectral Quantities

in Fractal Physiology

Inga Kottlarz
Sebastian Berg
Diana Toscano-Tejeida
Iris Steinmann
Mathias Bähr
Stefan Luther
Melanie Wilke
Ulrich Parlitz
Alexander Schlemmer

Frontiers in Physiology

doi 10.3389/fphys.2020.614565

4,954 views
12 citations

Original Research

Published on 04 Apr 2019

2D Visualization of the Psoriasis Transcriptome Fails to Support the Existence of Dual-Secreting IL-17A/IL-22 Th17 T Cells

in Autoimmune and Autoinflammatory Disorders

Stephanie T. Le
Alexander A. Merleev
Guillaume Luxardi
Michiko Shimoda
Iannis E. Adamopoulos
Lam C. Tsoi
Jenny Z. Wang
Claire Alexanian
Siba P. Raychaudhuri
Samuel T. Hwang

Frontiers in Immunology

doi 10.3389/fimmu.2019.00589

7,682 views
14 citations

Original Research

Published on 05 May 2020

Linear and Non-linear Dimensionality-Reduction Techniques on Full Hand Kinematics

in Bionics and Biomimetics

Alexandra A. Portnova-Fahreeva
Fabio Rizzoglio
Ilana Nisky
Maura Casadio
Ferdinando A. Mussa-Ivaldi
Eric Rombokas

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2020.00429

16,660 views
39 citations

Original Research

Published on 26 Nov 2019

Outlier Mining Methods Based on Graph Structure Analysis

in Biophysics

Pablo Amil
Nahuel Almeira
Cristina Masoller

Frontiers in Physics

doi 10.3389/fphy.2019.00194

6,364 views
5 citations

Brief Research Report

Published on 12 Sep 2018

Continuous Immune Cell Differentiation Inferred From Single-Cell Measurements Following Allogeneic Stem Cell Transplantation

in Molecular Diagnostics and Therapeutics

Yang Chen
Tadepally Lakshmikanth
Axel Olin
Jaromir Mikes
Mats Remberger
Petter Brodin

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2018.00081

4,883 views
4 citations