[图书][B] Model-based clustering and classification for data science: with applications in R
Cluster analysis finds groups in data automatically. Most methods have been heuristic and
leave open such central questions as: how many clusters are there? Which method should I …
leave open such central questions as: how many clusters are there? Which method should I …
[HTML][HTML] Seawater intrusion pattern recognition supported by unsupervised learning: A systematic review and application
C Narvaez-Montoya, J Mahlknecht… - Science of The Total …, 2023 - Elsevier
Seawater intrusion is among the world's leading causes of groundwater contamination, as
salty water can affect potable water access, food production, and ecosystem functions. To …
salty water can affect potable water access, food production, and ecosystem functions. To …
Identification and prospective validation of clinically relevant chronic obstructive pulmonary disease (COPD) subtypes
J Garcia-Aymerich, FP Gómez, M Benet, E Farrero… - Thorax, 2011 - thorax.bmj.com
Background Chronic obstructive pulmonary disease (COPD) is increasingly considered a
heterogeneous condition. It was hypothesised that COPD, as currently defined, includes …
heterogeneous condition. It was hypothesised that COPD, as currently defined, includes …
Cluster analysis in the COPDGene study identifies subtypes of smokers with distinct patterns of airway disease and emphysema
Background There is notable heterogeneity in the clinical presentation of patients with
COPD. To characterise this heterogeneity, we sought to identify subgroups of smokers by …
COPD. To characterise this heterogeneity, we sought to identify subgroups of smokers by …
Typology of coastal urban vulnerability under rapid urbanization
T Sterzel, MKB Lüdeke, C Walther, MT Kok, D Sietz… - PloS one, 2020 - journals.plos.org
Coastal areas are urbanizing at unprecedented rates, particularly in low-and middle-income
countries. Combinations of long-standing and emerging problems in these urban areas …
countries. Combinations of long-standing and emerging problems in these urban areas …
A new method for analysing socio-ecological patterns of vulnerability
This paper presents a method for the analysis of socio-ecological patterns of vulnerability of
people being at risk of losing their livelihoods as a consequence of global environmental …
people being at risk of losing their livelihoods as a consequence of global environmental …
Nested archetypes of vulnerability in African drylands: where lies potential for sustainable agricultural intensification?
D Sietz, JC Ordoñez, MTJ Kok, P Janssen… - Environmental …, 2017 - iopscience.iop.org
Food production is key to achieving food security in the drylands of sub-Saharan Africa.
Since agricultural productivity is limited, however, due to inherent agro-ecological …
Since agricultural productivity is limited, however, due to inherent agro-ecological …
Some recent developments in cluster analysis
IT Jolliffe, A Philipp - Physics and Chemistry of the Earth, Parts A/B/C, 2010 - Elsevier
Cluster analysis has been used for many years in weather and climate research but most
applications have concentrated on a handful of techniques. However, the subject is vast with …
applications have concentrated on a handful of techniques. However, the subject is vast with …
Agricultural E-commerce: Attitude segmentation of farmers
DS Schwering, WI Sonntag, S Kühl - Computers and Electronics in …, 2022 - Elsevier
E-commerce in agricultural trade is a growing market segment. Therefore, knowledge about
the online purchasing behavior of farmers is increasingly important for several stakeholders …
the online purchasing behavior of farmers is increasingly important for several stakeholders …
The impact of working from home during COVID-19 on time allocation across competing demands
(1) Background: We apply the Total Leadership approach to better understand how
employees allocate their time across the domains of work, family, community, and self at …
employees allocate their time across the domains of work, family, community, and self at …