Machine learning and its applications in plant molecular studies

S Sun, C Wang, H Ding, Q Zou - Briefings in functional genomics, 2020 - academic.oup.com
The advent of high-throughput genomic technologies has resulted in the accumulation of
massive amounts of genomic information. However, biologists are challenged with how to …

Mammalian body size is determined by interactions between climate, urbanization, and ecological traits

MM Hantak, BS McLean, D Li, RP Guralnick - Communications Biology, 2021 - nature.com
Anthropogenically-driven climate warming is a hypothesized driver of animal body size
reductions. Less understood are effects of other human-caused disturbances on body size …

Geographically driven differences in microbiomes of Acropora cervicornis originating from different regions of Florida's Coral Reef

SD Williams, JG Klinges, S Zinman, AS Clark, E Bartels… - PeerJ, 2022 - peerj.com
Effective coral restoration must include comprehensive investigations of the targeted coral
community that consider all aspects of the coral holobiont—the coral host, symbiotic algae …

A comparative study of methods to handle outliers in multivariate data analysis

C Grentzelos, C Caroni… - Computational and …, 2021 - Wiley Online Library
Detecting outliers is an integral part of data analysis that sheds light on points that do not
conform with the rest of the data. Whereas in univariate data, outliers appear at the extremes …

An examination of the association between subjective distress and functional connectivity during discarding decisions in hoarding disorder

HC Levy, A Poppe, J Hiser, BM Wootton… - Biological Psychiatry …, 2021 - Elsevier
Background Individuals with hoarding disorder (HD) demonstrate exaggerated subjective
distress and hyperactivation of cingulate and insular cortex regions when discarding …

Water-quality outcomes of wetland restoration depend on hydroperiod rather than restoration strategy

SG Winikoff, JC Finlay - Freshwater Science, 2023 - journals.uchicago.edu
Land managers increasingly use wetland restoration to improve water quality, particularly in
cultivated landscapes. In agricultural wetland restoration, managers regularly excavate …

[PDF][PDF] Outlier Detection in Network Traffic Monitoring.

M Michalak, L Wawrowski, M Sikora, R Kurianowicz… - ICPRAM, 2021 - scitepress.org
Network traffic monitoring becomes, year by year, an increasingly more important branch of
network infrastructure maintenance. There exist many dedicated tools for on-line network …

Identifying qualitative between-subject and within-subject variability: A method for clustering regime-switching dynamics

L Ou, A Andrade, RA Alberto, A Bakker… - Frontiers in …, 2020 - frontiersin.org
Technological advancement provides an unprecedented amount of high-frequency data of
human dynamic processes. In this paper, we introduce an approach for characterizing …

[PDF][PDF] Statistical techniques to identify and handle outliers in multivariate data

C Grentzelos - 2020 - dspace.lib.ntua.gr
In this thesis, we focus on methods for detecting outliers in a multivariate setting. Outliers are
also referred to as abnormalities, discordants, deviants, or anomalies in the data mining and …

[PDF][PDF] Eine Geocaching-Datenanalyse als offene Lerneinheit für Studierende, Berufstätige und Laien

M Hinz, R Bill - academia.edu
OpenCaching. de ist die zweitgrößte Geocaching-Plattform in Mitteleuropa. Mit über 26.000
aktiven Geocaches, deren Metadaten über eine offene Web-API ausgelesen werden …