Conceptual and empirical comparison of dimensionality reduction algorithms (pca, kpca, lda, mds, svd, lle, isomap, le, ica, t-sne)
Abstract Feature Extraction Algorithms (FEAs) aim to address the curse of dimensionality
that makes machine learning algorithms incompetent. Our study conceptually and …
that makes machine learning algorithms incompetent. Our study conceptually and …
High‐throughput metabolomics by 1D NMR
Metabolomics deals with the whole ensemble of metabolites (the metabolome). As one of
the‐omic sciences, it relates to biology, physiology, pathology and medicine; but metabolites …
the‐omic sciences, it relates to biology, physiology, pathology and medicine; but metabolites …
Why, when and how to adjust your P values?
Currently, numerous papers are published reporting analysis of biological data at different
omics levels by making statistical inferences. Of note, many studies, as those published in …
omics levels by making statistical inferences. Of note, many studies, as those published in …
A comprehensive analysis of deep regression
Deep learning revolutionized data science, and recently its popularity has grown
exponentially, as did the amount of papers employing deep networks. Vision tasks, such as …
exponentially, as did the amount of papers employing deep networks. Vision tasks, such as …
[BOOK][B] Becoming metric-wise: A bibliometric guide for researchers
R Rousseau, L Egghe, R Guns - 2018 - books.google.com
Becoming Metric-Wise: A Bibliometric Guide for Researchers aims to inform researchers
about metrics so that they become aware of the evaluative techniques being applied to their …
about metrics so that they become aware of the evaluative techniques being applied to their …
When communication meets computation: Opportunities, challenges, and pitfalls in computational communication science
The recent increase in digitally available data, tools, and processing power is fostering the
use of computational methods to the study of communication. This special issue discusses …
use of computational methods to the study of communication. This special issue discusses …
Host galaxies for four nearby CHIME/FRB sources and the local universe FRB host galaxy population
We present the host galaxies of four apparently nonrepeating fast radio bursts (FRBs), FRB
20181223C, FRB 20190418A, FRB 20191220A, and FRB 20190425A, reported in the first …
20181223C, FRB 20190418A, FRB 20191220A, and FRB 20190425A, reported in the first …
Microbiota-gut-brain research: a critical analysis
KB Hooks, JP Konsman, MA O'Malley - Behavioral and Brain …, 2019 - cambridge.org
Microbiota-gut-brain (MGB) research is a fast-growing field of inquiry with important
implications for how human brain function and behaviour are understood. Researchers …
implications for how human brain function and behaviour are understood. Researchers …
Uniqueness of the NMR approach to metabolomics
NMR measures a relatively small portion of the human metabolome, which roughly
corresponds to all free small molecules present in concentrations≥ 1 μM. However, the …
corresponds to all free small molecules present in concentrations≥ 1 μM. However, the …
3D origami sensing robots for cooperative healthcare monitoring
In this study, cooperative healthcare sensing robots that closely monitor and evaluate the
patients' muscle functions through gait analysis and electromyography (EMG) are …
patients' muscle functions through gait analysis and electromyography (EMG) are …