[图书][B] Model-based clustering and classification for data science: with applications in R

C Bouveyron, G Celeux, TB Murphy, AE Raftery - 2019 - books.google.com
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 …

[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 …

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 …

Cluster analysis in the COPDGene study identifies subtypes of smokers with distinct patterns of airway disease and emphysema

PJ Castaldi, J Dy, J Ross, Y Chang, GR Washko… - Thorax, 2014 - thorax.bmj.com
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 …

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 …

A new method for analysing socio-ecological patterns of vulnerability

M Kok, M Lüdeke, P Lucas, T Sterzel, C Walther… - Regional Environmental …, 2016 - Springer
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 …

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 …

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 …

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 impact of working from home during COVID-19 on time allocation across competing demands

AN Gunasekara, MA Wheeler, A Bardoel - Sustainability, 2022 - mdpi.com
(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 …