Principal component analysis

M Greenacre, PJF Groenen, T Hastie… - Nature Reviews …, 2022 - nature.com
Principal component analysis is a versatile statistical method for reducing a cases-by-
variables data table to its essential features, called principal components. Principal …

[HTML][HTML] Setting B2B digital marketing in artificial intelligence-based CRMs: A review and directions for future research

JR Saura, D Ribeiro-Soriano… - Industrial Marketing …, 2021 - Elsevier
The new business challenges in the B2B sector are determined by connected ecosystems,
where data-driven decision making is crucial for successful strategies. At the same time, the …

Linking the nonmaterial dimensions of human-nature relations and human well-being through cultural ecosystem services

LTM Huynh, A Gasparatos, J Su, R Dam Lam… - Science …, 2022 - science.org
Nature contributes substantially to human well-being through its diverse material and
nonmaterial contributions. However, despite the growing literature on the nonmaterial …

Effect of financial inclusion on poverty and vulnerability to poverty: Evidence using a multidimensional measure of financial inclusion

I Koomson, RA Villano, D Hadley - Social Indicators Research, 2020 - Springer
This study examines the effect of financial inclusion on poverty and vulnerability to poverty of
Ghanaian households. Using data extracted from the seventh round of the Ghana Living …

Comprehensive survey on hierarchical clustering algorithms and the recent developments

X Ran, Y Xi, Y Lu, X Wang, Z Lu - Artificial Intelligence Review, 2023 - Springer
Data clustering is a commonly used data processing technique in many fields, which divides
objects into different clusters in terms of some similarity measure between data points …

[HTML][HTML] Consolidating and improving the assets indicator in the global multidimensional poverty index

F Vollmer, S Alkire - World Development, 2022 - Elsevier
This article traces a methodological path for constructing a statistically and normatively
validated assets indicator, that in turn can be used within an internationally comparable …

Rethinking the role of occupant behavior in building energy performance: A review

Y Zhang, X Bai, FP Mills, JCV Pezzey - Energy and Buildings, 2018 - Elsevier
Technology alone will not achieve building energy conservation goals, and humans and
their energy-related behavior in buildings must be included in energy performance efforts …

Ten quick tips for effective dimensionality reduction

LH Nguyen, S Holmes - PLoS computational biology, 2019 - journals.plos.org
Dimensionality reduction (DR) is frequently applied during the analysis of high-dimensional
data. Both a means of denoising and simplification, it can be beneficial for the majority of …

[HTML][HTML] Developing a blockchain framework for the automotive supply chain: A systematic review

KRK Reddy, A Gunasekaran, P Kalpana… - Computers & Industrial …, 2021 - Elsevier
As world is affected by demand volatility; process uncertainty; supply chain complexity and
information ambiguity forming a VUCA world. To manage this scenario, industries are …

Digital marketing in SMEs via data-driven strategies: Reviewing the current state of research

JR Saura, D Palacios-Marqués… - Journal of Small …, 2023 - Taylor & Francis
The development of the Internet and the implementation of traditional marketing strategies
have given rise to the emergence of digital marketing strategies exploited both by SMEs and …