Application of machine learning in microbiology

K Qu, F Guo, X Liu, Y Lin, Q Zou - Frontiers in microbiology, 2019 - frontiersin.org
Microorganisms are ubiquitous and closely related to people's daily lives. Since they were
first discovered in the 19th century, researchers have shown great interest in …

Applications and comparison of dimensionality reduction methods for microbiome data

G Armstrong, G Rahman, C Martino… - Frontiers in …, 2022 - frontiersin.org
Dimensionality reduction techniques are a key component of most microbiome studies,
providing both the ability to tractably visualize complex microbiome datasets and the starting …

[图书][B] Paleontological data analysis

Ø Hammer, DAT Harper - 2024 - books.google.com
PALEONTOLOGICAL DATA ANALYSIS An up-to-date edition of the indispensable guide to
analysing paleontological data Paleontology has developed in recent decades into an …

A new conceptual and methodological framework for exploring and explaining pattern in presence–absence data

J Podani, D Schmera - Oikos, 2011 - Wiley Online Library
A conceptual framework is proposed to evaluate the relative importance of beta diversity,
nestedness and agreement in species richness in presence–absence data matrices via …

Interpreting principal component analyses of spatial population genetic variation

J Novembre, M Stephens - Nature genetics, 2008 - nature.com
Abstract Nearly 30 years ago, Cavalli-Sforza et al. pioneered the use of principal component
analysis (PCA) in population genetics and used PCA to produce maps summarizing human …

Comparative analysis of principal components can be misleading

JC Uyeda, DS Caetano, MW Pennell - Systematic Biology, 2015 - academic.oup.com
Most existing methods for modeling trait evolution are univariate, although researchers are
often interested in investigating evolutionary patterns and processes across multiple traits …

[图书][B] Multivariate Statistik in der Ökologie: Eine Einführung

I Leyer, K Wesche - 2007 - Springer
Behandelt werden neben den relevanten statistischen Grundlagen die in der Ökologie
verbreiteten Ordinationsverfahren, Klassifikationen und Permutationsverfahren zur Prüfung …

Neural population dynamics during reaching are better explained by a dynamical system than representational tuning

JA Michaels, B Dann… - PLoS computational …, 2016 - journals.plos.org
Recent models of movement generation in motor cortex have sought to explain neural
activity not as a function of movement parameters, known as representational models, but as …

Comparisons between field-and LiDAR-based measures of stand structural complexity

VR Kane, RJ McGaughey, JD Bakker… - Canadian Journal of …, 2010 - cdnsciencepub.com
Forest structure, as measured by the physical arrangement of trees and their crowns, is a
fundamental attribute of forest ecosystems that changes as forests progress through suc; …

Table for five, please: Dietary partitioning in boreal bats

EJ Vesterinen, AIE Puisto, AS Blomberg… - Ecology and …, 2018 - Wiley Online Library
Differences in diet can explain resource partitioning in apparently similar, sympatric species.
Here, we analyzed 1,252 fecal droppings from five species (Eptesicus nilssonii, Myotis …